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UNDERGRADUATE PROGRAM IN COMPUTER SCIENCE
DEPARTMENT OF COMPUTER SCIENCE AND ELECTRONICS
STAFF HANDBOOKS
FACULTY OF MATHEMATICS AND NATURAL SCIENCES
UNIVERSITAS GADJAH MADA
2017
List of Staff Handbooks
1. Abdul Ro’uf, Drs., M.Ikom ............................................................................................................. 1
2. Afiahayati, M. Cs, Ph.D ................................................................................................................... 2
3. Agfianto Eko Putra, Dr., M.Si. ........................................................................................................ 3
4. Drs. Agus Harjoko M.Sc., Ph.D ....................................................................................................... 5
5. Agus Sihabuddin, S.Si., M.Kom., Dr.. ............................................................................................. 6
6. Ahmad Ashari, M.Ikom., Dr.-techn ................................................................................................. 7
7. Aina Musdholifah, S.Kom., M.Kom., Ph.D..................................................................................... 8
8. Aniffudin Aziz, S.Si. M Kom. ....................................................................................................... 11
9. Anny Kartika Sari, S.Si., M.Sc., Ph.D. .......................................................................................... 12
10. Arif Nurwidyantoro, S.Kom., M.Cs .............................................................................................. 14
11. Aufaclav Zatu Kusuma Frisky, S.Si. ,M.Sc. .................................................................................. 15
12. Azhari, Dr., MT. ............................................................................................................................ 16
13. Bakhtiar Alldino A.S., S.Si, M.Cs. ................................................................................................ 17
14. Drs. Bambang Nurcahyo Prastowo, M. Sc. ................................................................................... 18
15. Catur Atmaji, S.Si, M.Cs ............................................................................................................... 18
16. Danang Lelono, S.Si, M. T.,Dr. ..................................................................................................... 19
17. Edi Wibowo,S.Kom., M.Kom, Ph.D. ............................................................................................ 20
18. Edi Winarko, Drs., M.Sc. Ph.D. ..................................................................................................... 21
19. Faizah, S.Kom., M.Kom. ............................................................................................................... 22
20. Faizal Makhrus,S.Kom., M.Sc., Ph.D ............................................................................................ 23
21. Guntur Budi Herwanto, S. Kom., M. Cs. ....................................................................................... 24
22. I Gede Mujiyatna, S.Kom., M.Kom. .............................................................................................. 24
23. Idham Ananta Timur, ST. M.Kom ................................................................................................. 25
24. Ika Candradewi, S.Si, M.Cs ........................................................................................................... 25
25. Ilona Usuman, S.Si., M.Kom. ........................................................................................................ 26
26. Isna Alfi Bustoni, S. T., M. Eng. ................................................................................................... 27
27. Janoe Hendarto, Drs., M.I.Kom. .................................................................................................... 27
28. Jazi Eko Istiyanto, Dr., M.Sc., Prof. .............................................................................................. 28
29. Khabib Mustofa, S.Si., M.Kom., Dr.tech....................................................................................... 30
30. Lukman Heryawan, S.T., M.T. ...................................................................................................... 31
31. Mardhani Riasetiawan, MT, SE.Ak, CompTIA Cloud Essential. ................................................. 32
32. Medi, Drs. M.Kom. ........................................................................................................................ 34
33. Nia Gella Augoestien, S.Si, M.Cs .................................................................................................. 35
34. Nur Rokhman, S.Si., M.Kom., Dr. ................................................................................................ 36
35. Panggih Basuki, Drs., M.Si., .......................................................................................................... 37
36. Raden Sumiharto, S.Si., M.Kom. ................................................................................................... 38
37. Retantyo Wardoyo, Drs., M.Sc.,Ph.D. ........................................................................................... 39
38. Reza Pulungan, Dr.-Ing., S.Si., M.Sc............................................................................................. 40
39. Roghib Muhammad Hujja, M.Cs ................................................................................................... 42
40. Sigit Priyanta, S.Si., M.Kom., Dr .................................................................................................. 43
41. Sri Hartati, Dra., M.Sc., Ph.D., Prof. ............................................................................................. 44
42. Sri Mulyana, Drs, M Kom ............................................................................................................. 45
43. Suprapto, Dr., M.I.Kom. ................................................................................................................ 46
44. Dr. Tri Kuntoro Priyambodo, M. Sc. ............................................................................................. 48
45. Tri Wahyu Supardi, S.Si, M. Cs. ................................................................................................... 49
46. Triyogatama Wahyu Widodo, M.Kom .......................................................................................... 50
47. Wahyono, S. Kom. ......................................................................................................................... 51
48. Yohanes Suyanto, M.Ikom., Dr. .................................................................................................... 52
49. Yunita Sari, S.Kom., M.Sc. ........................................................................................................... 54
S t a f f H a n d b o o k | 1
Name Abdul Ro’uf, Drs., M.Ikom
Position Assistant Professor
Academic career Bachelor’s degree (Physics ), Universitas Gadjah Mada, Indonesia, 1985.
Master’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia,
1990.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Determining the Size of Material’s Internal Crack Using TOFD Ultrasonic
Method,2014
2. Ultrasonic Signal Processing using FIR Digital Filter in Material’s Crack
Detection,2013
3. 40 khz Ultrasonic Censor Characterization from hc-sr04 module for Faulty
Detection of Concrete,2017
4. Detection of Internal Faulty Pattern in Solid Material using Ultrasonic
Detection System,2015
5. Internal Faulty Detection using Attenuation Based Ultrasonic Censor,2015
6. Detection of Internal Faulty Width in Concrete using Attenuation
Method,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Abdul Rouf, Lutfi, Muhammad Ervan. "Purwarupa kWh Meter Prabayar
Berbasis Sensor Network." IJEIS (Indonesian Journal of Electronics and
Instrumentation Systems) Vol.4, No.2, October 2014, pp. 147~156
2. Ivan Dwicahyo Pratomo, Abdul Rouf, Tri Wahyu Supardi, "Pengukuran
Jarak Lubang Pada Benda Padat Menggunakan Sensor Ultrasonik." IJEIS
(Indonesian Journal of Electronics and Instrumentation Systems)Vol.6, No.1,
April 2016, pp. 81~92
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 2
Name Afiahayati, M. Cs, Ph.D
Position Assistant Professor
Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2008.
Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2010.
Doctoral degree (Biosciences and Informatics), Keio University, Japan,
2015.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Speech Recognition of Dysarthric People Using Convolutional Neural
Network,2017
2. A pipeline of metagenomic microbial profiling from short sequence reads
utilizing de novo assembly results,2015
3. Body Infection Detection System Based on Indications and Symptoms in
Pathophysiology Using Vector Space Model Method,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Afiahayati, K Sato, Y Sakakibara, MetaVelvet-SL: an extension of the
Velvet assembler to a de novo metagenomic assembler utilizing
supervised learning DNA research 22 (1), 69-772015
2. Afiahayati, K Sato, Y Sakakibara, An extended genovo metagenomic
assembler by incorporating paired-end information PeerJ 1, e196 2013
3. A Afiahayati, S Mulyana, MULTIPLE SEQUENCE ALIGNMENT
MENGGUNAKAN HIDDEN MARKOV MODEL, Seminar Nasional
Informatika (SEMNASIF) 1 (1) 2015
4. Afiahayati, H Tsuyoshi, S Kengo, S Yasubumi, A Modified Genovo
Metagenome Assembler for Paired End Reads, (BIO) 2012 (2), 1-6
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 3
Name Agfianto Eko Putra, Dr., M.Si.
Position Lecturer (staff pengajar) in the field of Computer System and Networks
Academic career Bachelor’s degree (Physics), Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, Indonesia, 1992
Master’s degree (Physics), Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, Indonesia, 1998
Doctoral degree (Physics/Applied Sciences) Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia, 2010
Employment Lecturer, Department of Computer Science and Electronics,
Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. 2.
Design and Research on IiNUSAT-1 Indonesian Inter University
Satellite, 2011 - 2014
Design and Research on UGM Satellite UGMSat-1, from 2015
3.
4.
5.
6.
7.
Design and Research on EEG and Wavelet Signal Processing, from 2010
EKG Signal Classification Using Continuous and Discrete Wavelet
Transformation,2014
Stocks Data Pattern Analysis Using Adaplet Method (Wavelet Based
Adaptive Filter),2013
Prototype of EEG Signal Based Light Intensity Controller
(Electroencephalography),2015
Implementation of Straight Motion System Control of Three Omni –
Directional Drive Robot,2015"
Industry collaborations
over the last 5 years
1. 2.
Expert Consultation at Lembaga Sandi Negara, LSN – Jakarta, 2013 -
2014
Radiation Portal Monitor Prototype, cooperation with BATAN, LEN and
BAPETEN, since 2017
Patents and proprietary
rights
None.
Important
publications over the last
5 years
1. Putra, A.E., Sumbada, B.A.A., and Nurbaqin, A., 2017, Satellite
2. Tracking Control System for UGM Ground Station based on TLE
Calculation, Proceeding of IEEE Communication, Network and
Satellites (COMNETSAT) 2016
3. Putra, A.E., Atmaji, C, and Utami, T.G., 2017, EEG-Based Microsleep
Detector using Microcontroller, Proceedings of the 8th 2016
International Conference on Information Technology and Electrical
Engineering, Universitas Gadjah
4. Mada, Yogyakarta, Indonesia
5. Putra, A.E., Priyambodo, T.K., and Mestika, N., Real-time operating
system implementation on OBC/OBDH for UGMSat1 sequence,
Proceedings of the International Conference on
6. Science and Technology (ICST 2015), AIP Conf. Proc. 1755, 170009
(2016)
7. Putra, A. E., Hasanah, N., and Atmaji, C., 2015, The Best Mother
Wavelet for Stock Prediction Using Adaplet Method, Applied
Mechanics and Materials, Vol. 771, pp. 218-222
S t a f f H a n d b o o k | 4
8. Haryono, Istiyanto, J.E., Harjoko, A., and Putra, A.E., 2014, Five
Modular Redundancy with Mitigation Technique to Recover the Error
Module, International Journal of advanced studies in Computer
Science and Engineering IJASCSE, Volume 3, Issue 2, p15-20.
9. Haryono, Istiyanto, J.E., Harjoko, A., and Putra, A.E., 2014, Technical
Implementation of Dual Mode Fault Tolerance, The Journal of
Instrumentation, Automation and System, Volume 1 No. 1, UNSYS
Digital, p10-17
10. Haryono, Putra, A.E., Istiyanto, J.E., and Harjoko, A., 2013, Error
Detection and Correction System (EDAC) of On Board Data
Handling (OBDH) in Real Time Operating System Behaviour,
Scientific Research Journal, Vol. 10., No.2, Universiti Teknologi Mara
(UiTM) Malaysia, ISSN: 1675-7009
11. Haryono dan Putra. A.E., 2012, Desain Sistem Fault Tolerance
berbasis FPGA untuk Satelit Mikro pada On Board Computer, Buku
Pengembangan Satelit Mikro LAPAN: Sistem, Subsistem, dan Misi
Operasi, PT. Penerbit IPB Press, Bogor (ISBN: 978979-493-469-2)
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 5
Name Drs. Agus Harjoko M.Sc., Ph.D
Position Associate Professor
Academic career Bachelor’s degree (Electronic and Instrumentation), Universitas Gadjah
Mada, Indonesia, 1986.
Master’s degree (Computer Science), University of New Brunswick,
Canada, 1990.
Doctoral degree (Computer Science), University of New Brunswick,
Canada ,1996
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Landmark Cephalometry Identification Method Based on Texture
Feature,2014
2. Environment Monitoring’s Data Processing Method,2013
3. Prototype of Early Warning System in Countermeasures of Secondary
Volcanic Disaster Based on Video Data of River,2017
4. Predicting the Number of People in a Crowd Based on Surveillance
Video Data,2015
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Harjoko. A, 2016, “Vehicle Counting and Vehicle Speed Measurement
Based on Video Processing,”Journal of Theoretical and Applied
Information Technology (JATIT). Vol.84/ No.2/ 2016/pp.233-241.
ISSN: 1992-8645, E-ISSN: 1817-3195.
2. Harjoko. A, 2016, “Feature Selection Based on Minimum Overlap
Probability (MOP) in Identifying Beef and Pork”, International J. of
Advanced Computer Science and Applications (IJACSA). Vol. 7/ No.
3/2016/pp.316-322. ISSN: 2156-5570 (online), ISSN:2158-107X
(print).
3. Harjoko. A, 2016,”Comparison of Sentence Subjectivity Classification
Methods in Indonesian News”, International Journal of Computer
Science and Information Security (IJCSIS), Vol. 14, No. 5, May 2016.
4. Harjoko. A, 2016,”Modified Grapheme Encoding and Phonemic Rule
to Improve PNNR-Based Indonesian G2P”, International J. of
Advanced Computer Science and Applications (IJACSA). Vol. 6/ No.
1/2015/pp.120-124. ISSN: 2156-5570 (online), ISSN: 2158-107X
(print).DOI : 10.14569/IJACSA.2016.070358
5. Harjoko. A, 2015,”The Extraction and the Recognition of Facial
Feature State to Emotion Recognition Based on Certainty Factor “,
Journal of Theoretical and Applied Information Technology, vol. 82, no
1, pp. 113
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 6
Name Agus Sihabuddin, S.Si., M.Kom., Dr..
Position Lecturer
Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,
1999.
Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2004.
Doctoral degree (computer science), Universitas Gadjah Mada, Indonesia,
2016.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Time Series Prediction using Technical Indicators Combination and
Artificial Neural Network,2014
2. Long Term Prediction of Foreign Exchange with NARX Network,2013
3. Gated recurrent unit-recurrent neural network For Foreign Exchange
Prediction,2017
4. Foreign Exchange Multivariable Prediction with NARX and Variable
Moving Average,2015
5. Linear Combination Prediction to Increase Accuracy of World’s Main
Foreign Exchange Time Series Prediction,2015
6. Foreign Exchange System with NARX VMA,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. A Sihabuddin, Subanar, D Rosadi, E Winarko,2014,”MA Second
Correlation Method for Multivariate Exchange Rates
Forecasting,”International Journal of Advanced Computer Science
(IJACSA) 5 (7), 30-33
2. A Sihabuddin, S Hartati,2016,”Exchange rates forecasting using
nonlinear autoregressive,”AIP Conference Proceedings 1755 (1), 070013
3. A Sihabuddin, D Rosadi, E Winarko,2015, “Exchange Rates Forecasting
Using Variable Length Moving Average-NARX”,International Journal of
Computer Science and Information Security 13 (9), 15
4. R SONCA, A Sihabuddin, M Kom,2015, “Implementasi Algoritma
Apriori dan Algoritma CT-Pro pada Market Basket Analisys,”Universitas
Gadjah Mada
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 7
Name Ahmad Ashari, M.Ikom., Dr.-techn
Position Associate Professor
Academic career Bachelor’s degree (Electronic and Instrumentation), Universitas Gadjah
Mada, Indonesia,
Master’s degree (Computer Science), Universitas Indonesia, Indonesia,
1992.
Doctoral degree (Informatics), Vienna University of Technology, Austria,
2001.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. RFID Based Distributed System for Control and Monitoring,2014
2. SMS Banking Security Protocol Implemantation and Testing,2013
3. Handover’s Performance and System Analysis in Wifi Network,2015
4. Arduino Yun and REST API Based Monitoring and Control
SystemI,2015
5. Arduino Wido and Arduino Yun Based Monitoring and Control
System,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. A Ashari, I Paryudi, AM Tjoa,”Performance comparison between naïve
bayes, decision tree and k-nearest neighbor in searching alternative
design in an energy simulation tool”,Int. J. Adv. Comput. Sci. Appl 4
(11).2013.
2. Y Prayudi, A Ashari, TK Priyambodo,”Digital evidence cabinets: A
proposed framework for handling digital chain of custody”,International
Journal of Computer Applications 107 (9).2014
3. A Ashari, M Riasetiawan,” High Performance Computing on Cluster
and Multicore Architecture”,TELKOMNIKA (Telecommunication
Computing Electronics and Control) Vol. 13 Issue 4. page 1408-
1413 .2015.
4. Winarno Sugeng, Jazi Eko Istiyanto, Khabib Mustofa, Ahmad
Ashari,”The Impact of QoS Changes towards Network
Performance”,International Journal of Computer Networks and
Communications Security, Vol.3, Issue 2.page 48-53
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 8
Name Aina Musdholifah, S.Kom., M.Kom., Ph.D.
Position Senior Lecturer (Lektor) in the field of Soft computing and Machine
Learning
Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2003.
Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2006.
Doctoral degree (computer science), University Technology Malaysia,
Malaysia, 2012.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Fitur Selection based on Metaheuristic Approach Using Harmony Search
Algorithm (HSA), 2014.
2. TKC-SOM Multi-Clustering Parallel Model for Clustering Quality
Improvement, 2015.
3. Medical Expert System for Recommendation of Tropical Disease
Treatment, 2016.
4. Multi-Objective Genetic Algorithm Model for Thesis Exam Scheduling,
2016.
5. Density-based Clustering Method for Case Based Reasoning System,
2016.
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Tb. Ai. Munandar, Aina Musdholifah, and Lincolin Arsyad. Modified
Agglomerative with Location Quotient for Identification of Regional
Potential Sector. Journal of Theoretical and Applied Information
Technology, vol. 95, no. 5, pp. 1191-1199, 2017.
2. Khafizh Hastuti, Azhari, S.N., Aina Musdholifah, and R. Supanggah.
Building Melodic Feature Knowledge of Gamelan Music Using Apriori
based on Functions in Sequence (AFiS) Algorithm. International Review
on Computers and Software, vol. 11, no. 12, pp. 1127-1137, 2016.
3. Aina Musdholifah, and Rahman Indra Kesuma. Combination of Ant
Colony Optimization with Local Triangular Kernel Clustering for
Vehicle Routing Problem with Time Windows. Indonesian Journal of
Electrical Engineering and Computer Science, vol. 16, no. 2, pp. 355-
362, 2015.
4. Erick Alfons Lisangan, Aina Musdholifah, and Sri Hartati. Two Level
Clustering for Quality Improvement using Fuzzy Subtractive Clustering
and Self-Organizing Map. Indonesian Journal of Electrical Engineering
and Computer Science, vol. 15, no. 2, pp. 373-380, 2015.
5. Lilik Sumaryanti, Aina Musdholifah, and Sri Hartati. Digital Image
Based Identification of Rice Variety Using Image Processing and Neural
Network. Indonesian Journal of Electrical Engineering and Computer
Science, vol. 16, no.1, pp. 182-190, 2015.
6. Khafizh Hastuti and Aina Musdholifah. Identification of the Note Pattern
from Balungan Gending Lancaran Suing Apriori Algorithm. Journal of
Theoretical and Applied Information Technology, vo. 71, no. 2, 2015.
S t a f f H a n d b o o k | 9
7. Aina Musdholifah and Siti Zaiton Mohd Hashim. Scatter-PCA for visual
clustering of spatio-temporal data. International Journal of Computer
Science and Network Security (IJCSNS), vol. 14, no. 1, pp. 72, 2014.
8. Tb Ai Munandar and Aina Musdholifah. Comparative Study Between
Primitive Operation Complexity Against Running Time Application On
Clustering Algorithm. International Journal of Advanced Research in
Computer Science, vol. 5, no. 5, 2014.
9. Aina Musdholifah, Siti Zaiton Mohd Hashim, and Razali Ngah. Robust
Local Triangular Kernel density-based clustering for high-dimensional
data. In Computer Science and Information Technology (CSIT), 2013 5th
International Conference on, pp. 24-32. IEEE, 2013.
10. Aina Musdholifah, and Siti Zaiton Mohd Hashim. Mining Spatio-
Temporal Data of Fatal Accident. International Journal of Computer
Applications 63, no. 8, 2013.
11. Aina Musdholifah and Siti Zaiton Mohd Hashim. Triangular kernel
nearest-neighbor-based clustering algorithm for discovering true clusters.
In Pacific-Asia Conference on Knowledge Discovery and Data Mining,
pp. 124-140, Springer Berlin Heidelberg, 2012.
12. Aina Musdholifah, Siti Zaiton Mohd Hashim, and Razali Ngah. Hybrid
PCA-ILGC clustering approach for high dimensional data. In Systems,
Man, and Cybernetics (SMC), 2012 IEEE International Conference on,
pp. 420-424. IEEE, 2012.
13.
Activities in specialist
bodies over the last 5
years
General Chair of The 2015 International Conference on Data and Software
Engineering, ICODSE 2015.
S t a f f H a n d b o o k | 10
Name Andi Dharmawan, S.Si., M.Cs.
Position Lecturer
Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah
Mada, Indonesia, 2006.
Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia,
2009.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Design of LQR Control Method Based Quadrator with Automatic
Obstacle Avoidance Ability,2014
2. Flight Stabilization System of Tilt-Twincopter Prototype,2013
3. Quadrotor’s Flight Control System with LQR Method and Madgwick
Quaternion Kalman Filter,2017
4. Quadrotor’s Flight Stablization System with Lyapunov Analysis Based
Fine Tuned PID Method,2015
5. Quadrator’s Flight PID Control Optimization with Ant Colony
Method,2015
6. 6. PID Control Component Tuning System with LQR Approach on
Quadrator’s Flight,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. A Dharmawan, A Ashari, A E Putra, F Rozhani, 2016, “PID Control
Systems Using LQR Approach for Quadrotor Flight Stability”, the
International Conference on Science and Technology 2016 (ICST2016)
2. A Dharmawan, A Ashari, A E Putra, 2016, “Quadrotor Flight Stability
System with Routh Stability and Lyapunov Analysis”, AIP Conf. Proc.
1755, 170007
3. A Dharmawan, A Ashari, A E Putra, A Harjoko, 2016, “The Use of
Video Processing for Quadrotor Flight Stability Control Monitoring”,
ICST 2015, AIP Conf. Proc. 1755, 170008, 2016
4. A Dharmawan, S Pramudita, 2015, “Penerapan Sistem Kendali PID
untuk Kestabilan Twin-Tiltrotor dengan Metode DCM”, Indonesian
Journal of Electronics and Instrumentation Systems (IJEIS) Vol. 5/No.2
5. A Dharmawan, Y Y Simanungkalit, N Y Megawati, 2014, “Pemodelan
Sistem Kendali PID pada Quadcopter dengan Metode Euler Lagrange”,
Indonesian Journal of Electronics and Instrumentation Systems (IJEIS)
Vol. 4/No.1
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 11
Name Aniffudin Aziz, S.Si. M Kom.
Position Assistant Professor
Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,
1995.
Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2003.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Expert System in Determining the Rationality of Giving Medicine in
Case Study : Medicine for Hampering Proton Pump,2014
2. Rule Extraction from IVQ Artificial Neural Network using Rex
Algorithm,2013
3. Comparison of IVQ, GIVQ, and GRIVQ in Medical Data (Diabetes and
Breast Cancer) Classification,2017
4. Extraction of Artificial Neural Network using Rex Algorithm for
Forming Medicine Rationality Rule Base in Hampering Proton
Pump,2015
5. Initiating IVQ codebook in Training Data of Proton Pump Hampering
Class Medicine,2015
6. 6. Combining Rules of the Artificial Neural Network Extract and Expert
System in Forming Rule Base of Proton Pump Hampering Medicine
Rationality,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Anifudin Azis, 2016, “Rule Generation for Proton Pump Inhibitor
Regimen Using Learning Vector Quantization and C4.5”,International
Journal of Computer Science and Information SecurityVol. 14 No. 6 JUN
2016
2. Anifudin Azis, 2014, “QSAR Study of Insecticides of Phthalamide
Derivatives Using Multiple Linear Regression and Artificial Neural
Network Methods,”Indonesian Journal of ChemistryVol 14, No 1 (2014)
3. Anifudin Azis, 2014, “Ekstraksi JST LVQ menggunakan Algoritma
C4.5”,Prosiding Seminar SENTIA 2013,Vol 5 (2013)
4. Anifudin Azis, 2013,”Algoritma Ekstraksi Aturan Dari Jaringan Syaraf
Tiruan : Survei”,Prosiding Seminar SNAIK 2013, Universitas
Mulawarman Samarinda
5. Anifudin Azis, 2014, “Model Hybrid JST dan Sistem Pakar”,Prosiding
Seminar Senasti 2014 STMIK Kharisma Makassar
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 12
Name Anny Kartika Sari, S.Si., M.Sc., Ph.D.
Position Lecturer (staff pengajar) in the field of Algorithms and Computation
Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural
Sciences, Universitas Gadjah Mada, Indonesia, 2000.
Master’s degree (Telematics), Universiteit Twente, The Netherlads, 2004.
Doctoral degree (Computer Science), La Trobe University, Australia, 2014.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Identifying and Representing Change Operations in LOINC
Terminology, 2017.
2. Development of Optimization System to Manage Micro, Small and
Medium-sized Enterprises in Blora Regency 2016.
3. Linked-data Processing for Data Visualization, 2016.
4. Mapping of Change Operations in the Evolution of ICD-10 and MESH,
2016.
5. Development of Agricultural Network System for Agricultural
Instructors based on Precision Farming, 2015-2016.
6. Transformation of UML Diagram to OWL Ontology, 2015.
7. Meta Search Engine for News Portal using Snippet Similarity-based
Clustering, 2015.
8. Formal Representation of Change Operations in the Evolution of MeSH
Terminology, 2014.
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Sugiartawan, P., Pulungan, R., Sari, A.K., 2017, Prediction by a Hybrid
of Wavelet Transform and Long-Short-Term-Memory Neural Network,
International Journal of Advanced Computer Science, Vol. 8 (2), pp
326-332.
2. Hidayat, R., Harjoko, A., 2017, Content Based Image Retrieval (CBIR)
Berdasarkan Fitur Low Level: Literature Review, Proceeding of
Seminar Nasional Teknologi Informasi dan Komunikasi 2017,
Yogyakarta.
3. Hidjah, K., Harjoko, A., Sari, A.K., 2017, Metode Peningkatan Kualitas
Citra Medis: Literature Review, Proceeding of Seminar Nasional
Teknologi Informasi dan Multimedia 2017, Yogyakarta
4. Suprapto, Sari, A.K., Hendarto, J., Medi, Herwanto, G.B., 2016, A
Web-based System of Precision Farming based Agricultural
Information for Rice Farming Field Consultant in Blora Regency,
International Journal of Electrical & Computer Sciences, Vol. 16 (6),
pp. 1-8.
5. Sari, A.K., Medi, Suprapto, Persada, A.G., Zamahsyari, 2016,
Pengembangan Portal e-Commerce untuk Pemasaran Produk UMKM
(Studi Kasus: UMKM Kabupaten Blora), Proceeding of Seminar
Nasional Teknologi Terapan (SNTT) 2016, Yogyakarta.
6. Munir, A.Q., Sari, A.K., 2015, Sistematic Review: Model Peramalan
Wabah Penyakit Demam Berdarah, Proceeding of Seminar Nasional
Aplikasi Teknologi Informasi (SNATI) 2015, Yogyakarta.
S t a f f H a n d b o o k | 13
7. Abdiansyah, Sari, A.K., 2015, Survei: Question Classification untuk
Question Answering System, Seminar Nasional Aplikasi Teknologi
Informasi (SNATI) 2015, Yogyakarta.
8. Sari, A.K. Rahayu, W., 2015, Ontology-based Change Propagation in
Shareable Health Information Applications, International Journal of
Advanced Computer Science, Vol. 6 (2), pp. 295-305.
9. Sari, A.K., Rahayu, W., Bhatt, M., 2013, An approach for sub-ontology
evolution in a distributed health care enterprise, Information Systems,
Vol. 38, pp 727-744.
10. Sari, A.K., Rahayu, W., Bhatt, M., 2012, Archetype sub-ontology:
Improving constraint-based clinical knowledge model in electronic
health records, Knowledge Based Systems, Vol. 26, pp 75-85.
Activities in specialist
bodies over the last 5
years
1. Member, Association for Computing Machinery.
2. Member, Associations of Indonesian Higher Education Institutions for
Informatics and Computer - Aptikom.
S t a f f H a n d b o o k | 14
Name Arif Nurwidyantoro, S.Kom., M.Cs
Position Assistant Professor
Academic career Bachelor’s degree, Bogor Agricultural Institute University, Indonesia, 2008.
Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,
2011.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Connected Component In Graph Over Relational Database,2014
2. Real Time Development of Twitter Data Warehouse for Social Media
Analysis, 2015
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. A Nurwidyantoro, E Winarko,2013,” Event detection in social media: A
survey”ICT for Smart Society (ICISS), 2013 International Conference on,
1-5
2. Arif Nurwidyantoro, Burhanudin Hakim, dan Eko Priyo Utomo. Exclusive
Information System Modeling in Proceedings SMATI 2013. Yogyakarta,
15 June 2013
3. Arif Nurwidyantoro and Edi Winarko. Event Detection in Social Media: A
Survey. In Proceedings of the International Conference on ICT for Smart
Society. Jakarta, 13-14 June 2013.
4. Arif Nurwidyantoro and Edi Winarko. Parallelization of Maximum
Entropy POS Tagging for Bahasa with MapReduce. International Journal
of Computer Science Issues (IJCSI) Volume 9, Issue 4, July 2012.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 15
Name Aufaclav Zatu Kusuma Frisky, S.Si. ,M.Sc.
Position Assistant Lecturer
Academic career Bachelor’s degree (Elektronics and Instrumentation), Universitas Gadjah
Mada, Indonesia, 2012.
Master’s degree (Computer Science and Information Engineering, National
Central University, Taiwan, 2015.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Speech recognition implementation as controller on smart bulletin board,
2017
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Ilona U., Andi D., Aufaclav Z. K. F.,“Human Skin Detection Using
Skin Color Segmentation at HSV (Hue Saturation Intensity) Image
Type,”Indonesian Journal of Electronics and Instrumentation Systems
(IJEIS),Vol.2, No.2, ISSN: 2088-3714, pp. 143~154, 2012.
2. Yu Hao Chin , SzuHsien Lin , Chang Hong Lin , Siahaan, E. ,Frisky,
A. , Jia Ching Wang, “ Emotion Profile-Based Music
Recommendation,”Proceeding in Ubi-Media Conference, pp. 111-114,
Mongolia, 2014.
3. Aufaclav Zatu Kusuma Frisky, Chien-Yao Wang, Andri Santoso, and
Jia-Ching Wang, “Lip-Based Visual Speech Recognition System,” The
49th Annual IEEE International Conference on Security Technology
(ICCST), Taiwan, Sep. 2015.
4. Seksan Mathulaprangsan, Chien-Yao Wang, Aufaclav Zatu Kusum,
Tzu-Chiang Tai, and Jia-Ching Wang, “A Survey of Visual Lip
Reading and Lip-Password Verification,” International Conference on
Orange Technologies, Hong Kong, Dec. 2015.
5. Agus Harjoko, Sri Hartati, Bakhtiar Alldino Ardi Sumbodo, Aufaclav
Frisky Zatu Kusuma,” T-SNE Color and SFTA Texture Features for
Aerial Images Palm Oil Plantations Area Classification”, 2016 IIER
100th International Conference on Recent Innovations in Engineering
and Technology (ICRIET), Auckland, New Zealand. 2016.
6. Aufaclav Frisky and Agus Harjoko, “ Palm Oil Plantation Area
Clusterization for Monitoring”,International Conference on Science and
Technology 2016 (ICST2016), Yogyakarta, Indonesia, 2016.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 16
Name Azhari, Dr., MT.
Position Associate Professor
Academic career Bachelor’s degree (Statistics), Universitas Gadjah Mada, Indonesia, 1988.
Master’s degree (Informatics Engineering), Bandung Institute of Technology,
Indonesia, 2000.
Doctoral degree (Computer Science), Universitas Gadjah Mada, Indonesia,
2010.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Pengembangan Model Semantic Web menggunakan Pendekatan Logika
Deskripsi, 2014
2. Peringkasan Multitext Dokumen pada Portal Berita Publik Menggunakan
Pendekatan Deep Learning,2017
3. Penerapan Multi-Agent Sistem untuk Klasifikasi Kemampuan Siswa,2015
4. Model Tes Kepribadian Berbasis Agen Cerdas Menggunakan Metode
Scoring Summary,2015
5. Model Peramalan Tingkat Kerawanan Kejahatan Pencurian Sepeda Motor
Menggunakan Metode SARIMAX dan Metode CART,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. GF Shidik, Azhari, K Mustofa,”Evaluation of Selection Policy with
Various Virtual Machine Instances in Dynamic VM Consolidation for
Energy Efficient at Cloud Data Centers”,JNW, Vol. 10, Issue 7,397-
406.2015.
2. PD Kusuma, Azhari,2013,”Multi agents based traditional market
customers’ behavior design”,Computer, Control, Informatics and Its
Applications (IC3INA), 2013 International Conference on.IEEE,331-336.
3. EB Sembiring, Azhari,”Metode Naive Bayes Classifier untuk Penentuan
Jenis Masalah Mahasiswa Menggunakan”, Universitas Gadjah Mada”.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 17
Name Bakhtiar Alldino A.S., S.Si, M.Cs.
Position Assistant Lecturer
Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah
Mada, Indonesia
Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Operating System Robot Based Voice recognition Integration on
Dynamixel AX-12 Servo Control,2014
2. Operation System Robot Based Design of Dynamixel Servo
Control,2013
3. Ball Tracking System on Humanoid Robot,2017
4. Implementation of GPIO Programming Based on Operating System
Robot on Intel Galileo,2015
5. Implementation of Object Follower Based on Operation System Robot
on Parrot Ar Drone,2015
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. D Holandrio, R Sumiharto, BAA Sumbodo,2012,”Video Streaming
System with Mini Personal Computer (Mini Pc) Server in Ad-Hoc
Line,”IJEIS-Indonesian Journal of Electronics and Instrumentation
Systems 2 (2)
2. PS ATMOJO, BAA Sumbodo, 2016,”Design of Fire Detection System
Model Using AR. Drone Image ProcessingBased ”, Universitas Gadjah
Mada
3. BAA Sumbodo, AE Putra, 2015,”Handling (OBDH) atUGM-SAT”,
IJEIS-Indonesian Journal of Electronics and Instrumentation Systems 5
(1), 77-88
4. G MAULANA, BAA Sumbodo,2013, Prototype Of Human Body
Temperature And Heart Rate Measuring System Based On
Microcontroller Atmega32, Universitas Gadjah Mada
5. MR Fikri, A Dharmawan, BAA Sumbodo, Implementation of Wi-Fi
Communication Systems for Multi Quadrotor Formation
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 18
Name Drs. Bambang Nurcahyo Prastowo, M. Sc.
Position Lecturer
Academic career Bachelor’s degree (Physics ), Universitas Gadjah Mada, Indonesia, 1985.
Master’s degree (Computer Science), Qeen’s University, Canada , 1988.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Comparative Study of Push and Pull Mechanisms for New Message
Notifications on Paperless Office Systems, 2014
2. Development of PLO-Based Communication Access System Through
Group Chat, 2013
3. Customer classification system based on physical form to improve the
effectiveness of advertising attractiveness, 2017
4. Access Control List on Paperless Office System, 2015
5. Integration of Office-Related Internet of Things on PLO Systems, 2015
6. BOT Telegram-Based PLO User Interface, 2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Richardus Eko Indrajit, Bambang N. Prastowo, Haris Muttaqin Abdullah
(2002) Develop e-Government Application, Jakarta: Elex Media
Komputindo, ISBN: 979-20-3636-9
2. Richardus Eko Indrajit, Panuju Dodot Sasongko, Bambang N. Prastowo,
Bayu Selestiyowati (2002) GCC Programming, Jakarta: Elex Media
Komputindo
3. Richardus Eko Indrajit, Bambang N. Prastowo, Dudi Rudianto (2002)
Linus Operating System Design and Implementation, Jakarta: Elex Media
Komputindo, ISBN: 979-20-3761-6
4. Richardus Eko Indrajit, Bambang Nurcahyo Prastowo, dudy Rudianto
(2002) Redhat Linux Administration System , Jakarta: Elek Media
Komputindo, ISBN: 979-20-3153-7
5. Richardus Eko Indrajit, Bambang N. Prastowo, Muhammad Syukri (2002)
Database Web Application with PHP ang MySQL, Jakarta: Elex Media
Komputindo, ISBN 979-20-3721-7
Activities in specialist
bodies over the last 5
years
Name Catur Atmaji, S.Si, M.Cs
Position Assistant Lecturer
Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah
Mada, Indonesia
Master’s degree (Computer Science and Electronics), , Universitas Gadjah
Mada, Indonesia
S t a f f H a n d b o o k | 19
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1.Development of Twitter Based Temperature and Air Humidity
Monitoring System,2014
2. Analysis of EEG Wave Domination using FPGA,2014
3. Spkie Detection on EEG Wave Using FPGA,2013
4. Sliding Window as a Method to Detect Eyeball Motion Direction
Metode Based on Electrooculogram Signal,2017
5. Implementation of Welch Method for Power Spectrum Estimation (PSE)
in FPGA,2015
6. Implementation of Linear Discriminant Analysis Method to Classify
EEG Signal in FPGA,2015
7. Study of The Impact of Color Background in Extraction EEG Signal
Feature of a Focused Subject on an Object of Grayscale Picture,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. AE Putra, NU Hasanah, C Atmaji,2015,”The Best Mother Wavelet for
Stock Prediction Using Adaplet Method”,Applied Mechanics and
Materials 771, 218-222
2. GNP Pratama, A Dharmawan, C Atmaji,2014,”Fuzzy Logic Control in
Line Bot Follower Implementation,”IJEIS-Indonesian Journal of
Electronics and Instrumentation Systems 4 (1), 45-56
3. SP Warsito, N Supriyatno, RH Purwanto, C Atmaji,2014, “Evaluation
of Annual Allowable Cut (AAC) Determination of Teak Forest
Plantations in Perum Perhutani, Indonesia.”,Journal of Tropical Forest
Management/Jurnal Manajemen Hutan Tropika 20 (3)
4. A Eko Putra, R Faqihudien Iqbal, C Atmaji,2012,”Analysis The Effect
of The Qur’anic Recitation on The EEG Data Using Wavelet-based
Decomposition and Correlation (DEKORLET)
Method,”TELKOMNIKA (Telecommunication, Computing,
Electronics and Control) 11 (2)
5. II Falah, T Triyono, C Atmaji,2011,” Determination Of Consecutive
Reaction Rate Constants Between Glycine And Isoleucine With O-
Phthaldialdehyde And 2-Mercaptoethanol From Single Experiment
Data,”Indonesian Journal of Chemistry 11 (1), 21-25
Activities in specialist
bodies over the last 5
years
Name Danang Lelono, S.Si, M. T.,Dr.
Position Assistant Professor
Academic career Bachelor’s degree (Electronics & Instrumentation ), Universitas Gadjah
Mada, Indonesia, 1994.
Master’s degree (Electrical Engineering ), Universitas Gadjah Mada,
Indonesia, 2000.
Doctoral degree, Universitas Gadjah Mada, Indonesia, 2017.
S t a f f H a n d b o o k | 20
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Analysis of 5 Rows of Taste Censor Ripitability based on Selective Ion
Membrane,2014
2. Classification of Pondoh Snake Fruit Variety using Selective Ion
Membrane Based Censor System,2013
3. Sample Heating Optimization on Black Tea Measurement Using
Electronic Nose,2017
4. Design of Direct Electronic Nose to Classify Pure Tofu and Tofu with
Formalin,2015
5. Identification of Black Tea Quality using E-Nose with Backpropagation
Neural Network,2015
6. Development of Air Flow System on Electronic Nose,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. S Firmansyah, D Lelono, R Sumiharto,2015,”Implementation of Digital
Image Processing as a Resistor Value Parameter In Android-Based
Resistor Scanner System”,IJEIS-Indonesian Journal of Electronics and
Instrumentation Systems 5 (1), 1-10
2. D Lelono, K Triyana, S Hartati, JE Istiyanto,2016, “Classification of
Indonesia black teas based on quality by using electronic nose and
principal component analysis”,AIP Conference Proceedings 1755 (1),
020003
3. UD Fatmawati, W Hidayat, D Lelono,” A Novel Method of Mobile Robot
Fire Detection and Tracing Using Proportional Derivative (PD)
Algorithm,”Applied Mechanics and Materials 771, 68-71
4. D Lelono, 2016, “PROTOTYPE OF RIPENESS MEASUREMENT
BASED ON LOAD CELL,”universitas Gadjah Mada
5. NI Sholihin, D Lelono,” Automation Trigger with Degree Determination in
Panorama Photograph Arduino Uno Based”,IJEIS-Indonesian Journal of
Electronics and Instrumentation Systems 5 (2) 123-132
Activities in specialist
bodies over the last 5
years
Name Edi Wibowo,S.Kom., M.Kom, Ph.D.
Position Lecturer
Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 2004
Master’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 2006
Doctoral degree, Computer Vision and Pattern Recognition, Queensland
University of Technology, Australia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and 1. MapReduce Platforms Comparison in Deep Learning Neural Training
S t a f f H a n d b o o k | 21
development projects
over the last 5 years
for Pixel Labelling, 2017.
2. Face-to-Face Face Synthesis from Various Angle with Cascaded
Regression, 2015.
3. Transfer Learning for Probabilistic Linear Discriminant Analysis in
Better Views of Face Distribution Modeling, 2015.
4. MapReduce Based Deep Learning Neural Network for Aerial Pixel
Imagery Labeling, 2016.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Wibowo, M. E., Tjondronegoro, D., Zhang, L., & Himawan, I. (2013,
January). Heteroscedastic probabilistic linear discriminant analysis for
manifold learning in video-based face recognition. In Applications of
Computer Vision (WACV), 2013 IEEE Workshop on (pp. 46-52).
IEEE.
2. Wibowo, M. E. (2014). Towards pose-robust face recognition on video
(Doctoral dissertation, Queensland University of Technology).
3. Wibowo, M. E., & Tjondronegoro, D. (2013, July). Gradual training of
cascaded shape regression for facial landmark localization and pose
estimation. In Multimedia and Expo (ICME), 2013 IEEE International
Conference on (pp. 1-7). IEEE.
4. 4. Wibowo, M. E., Tjondronegoro, D., & Chandran, V. (2012,
December). Probabilistic matching of image sets for video-based face
recognition. In Digital Image Computing Techniques and Applications
(DICTA), 2012 International Conference on (pp. 1-6). IEEE. Activities in specialist
bodies over the last 5
years
Name Edi Winarko, Drs., M.Sc. Ph.D.
Position Associate Professor
Academic career Bachelor’s degree (Statistics), Universitas Gadjah Mada, Indonesia
Master’s degree (Computer Science), Queen’s University, Canada.
Doctoral degree (Computer Science), University of Flinders University,
Australia.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Comparison on FLR and CPAR Algorithm as Rule Based Classification
Method to Estimate College Students’ Study Period Length,2014
2. Search Engine Based Early Detection System of Plagiarism,2013
3. Detection of Malware in USB Drive Using Classification
Technique,2015
4. Sentiment Analysis of Comments on Google Play,2015
5. Supervised Learning Based Information Extraction of Indonesian Tweets
of Disaster Using Support Vector Machine, 2016
Industry collaborations
over the last 5 years
S t a f f H a n d b o o k | 22
Patents and proprietary
rights
Important publications
over the last 5 years
1. Karyawati, E., Winarko, E., Azhari and Harjoko, A. (2015). Ontology-
based Why-Question Analysis Using Lexico-Syntactic Patterns.
International Journal of Electrical and Computer Engineering (IJECE),
Vol. 5, No. 2.
2. Wiranto, Winarko, E., Hartati, S. and Wardoyo, R. (2014). Improving
the Prediction Accuracy of Multicriteria Collaborative Filtering by
Combination Algorithms. International Journal of Advanced Computer
Science and Applications, Vol. 5, No. 4, Page 44-51.
3. Sembiring, I., Istiyanto, J.E, Winarko, E. and Ashari, A. (2013).
Payload Attribution Using Winnowing Multi Hashing Method.
International Journal of Information and Network Security (IJINS), Vol.
2, No. 5, Page 360-370.
4. Nurwidyantoro, A., and Winarko, E. (2012). Parallelization of
Maximum Entropy POS Tagging for Bahasa Indonesia with
MapReduce, International Journal of Computer Science Issues (IJCSI),
Vol 9, Issue 4, July 2012.
Activities in specialist
bodies over the last 5
years
Name Faizah, S.Kom., M.Kom.
Position Lecturer
Academic career Bachelor’s degree (Computer Science ), Universitas Gadjah Mada,
Indonesia, 2002-2006.
Master’s degree (Computer Science ), Universitas Indonesia, Indonesia,
2009-2011.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Implementation of Reinforcement Learning to decide executor parties of
dynamic project, 2008
2. The Expectation Maximization for CT SCAN of Ovarium Cancer , 2009
3. Prediction of Conformational Epitope on protein surface using expert
system based on crisp set , 2010
4. Identification Location of Conformational Epitope on protein chains for
vaccine development using fuzzy system , 2011
5. Prediction of antigenic activity for epitope in the HCV NS3 Protein
using ANN and Fuzzy Sequence, 2012
6. Identification Cancer using Classification Semantic Image Retrieval on
data CT-Scan Ovarium Cancer, 2013
7. Memetic Algoritms to predict electability level political party in
Indonesia, 2013
8. Genetic Algorithm to optimize weight on Artificial Neural Network,
2014
9. Backpropagation Algorithm to predict crude oil price and economic
growth rates in Indonesia (2015)
S t a f f H a n d b o o k | 23
10. Sentiment Analysis of Financial and Political News on foreign exchange
rates using genetic algorithm (2015)
11. Soft Computing and Modelling Clinical Decision Support System
(2016)
Industry collaborations
over the last 5 years
1. System Analys for Office and Document Management Automation
System, Ministry of Energy and Mineral Resouces (2012-2013)
2. Systems Analyst for Integrated Data Management System,
PERTAMINA (2013)
3. System Analyst for SI E-ARNEST , BAPETEN (Nuclear Energy
Regulatory Agency of Indonesia), 2017
Patents and proprietary
rights
-
Important publications
over the last 5 years
1. Prediction of Conformational Epitope Using Expert System
(Proceedings of ICACSIS UI-2010)
2. Fuzzy Inference System Mamdani To Predicting Conformational
Epitope Location (IJENS-2011)
3. Implementation of Genetic Algorithm for Student Placement of
Community Development Program in Universitas Gadjah Mada
(Journal of Ilmu Komputer dan Informasi (JIKI)-2013)
4. Prediction Sequences Protein Avian Influenza Virus Using Hidden
Markov Model (Journal of Inovasi -2014)
5. Implementasi Teknologi Internet Sebagai Solusi Pengentasan Masalah
Komunikasi di Desa Nyamuk, Kecamatan Karimunjawa, Kabupaten
Jepara, Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of
Community Engagement), 2016
6. Identifikasi Tahu Berformalin dengan Electronic Nose Menggunakan
Jaringan Syaraf Tiruan Backpropagation, IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 2016
7. Purwarupa Sistem Pembuka Pintu Cerdas Menggunakan Perceptron
Berdasarkan Prediksi Kedatangan Pemilik, IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 2017
Activities in specialist
bodies over the last 5
years
Member IndoCEISS (Indonesian Computer, Electronics and
Instrumentation Support Society)
(2010-recent)
Name Faizal Makhrus,S.Kom., M.Sc., Ph.D
Position Lecturer
Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada,
Indonesia, 2006.
Master’s degree, Osmania University, India.
Doctoral degree, Kanazawa University, Japan.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
Foreign Currency Prediction using Signal Grouping Technique and Genetic
Algorithms (2016)
S t a f f H a n d b o o k | 24
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Makhrus,2015,”Numerical methods for 1-D hyperbolic-type problems
with free boundary”, Kanazawa University Science Reports, 2015
Activities in specialist
bodies over the last 5
years
Name Guntur Budi Herwanto, S. Kom., M. Cs.
Position Assistant Lecturer
Academic career Bachelor’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia.
Master’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Document clustering with latent dirichlet allocation and ward hierarchical
clustering,2017
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Herwanto, G.B., 2016, Recommendation System for Web Article Based on
Association Rules and Topic Modeling.
2. Suprapto, Herwanto, G.B., 2016, Using Analytical Hierarchy Process For
Selecting the Most Suitable Rice Variety.
Activities in specialist
bodies over the last 5
years
Name I Gede Mujiyatna, S.Kom., M.Kom.
Position Lecturer
Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada,
Indonesia, 2003.
Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia,
2006.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Transaction Set Design for Meteorology Data Exchange Based on
Electronic Data Interchange,2014
2. Design of Meteorology EDI Data Service Catalogue for Meteorology
Data Exchange,2015
Industry collaborations
over the last 5 years
S t a f f H a n d b o o k | 25
Patents and proprietary
rights
Important publications
over the last 5 years
Desain Himpunan Transaksi untuk Berbasis Pertukaran Data Meteorologi
pada Pertukaran Data Elektronik, Seminar Nasional FMIPA UGM, 2014.
Desain Katalog Service Data Meteorologi EDI untuk Pertukaran Data
Meteorologi, 2015
Activities in specialist
bodies over the last 5
years
Name Idham Ananta Timur, ST. M.Kom
Position Lecturer
Academic career Bachelor’s degree, Electrical and Electronics Engineering, Faculty of
Engineering, Gadjah Mada University (UGM), 2000
Master’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 2004
Doctoral degree, Computer Science and Electronics, University of Essex,
2014
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Genetic Crowd as Recommendation Machine Base for Smart
Environment, 2014
2. Unravelling the Complexity of Heterogeneous Smart Environmental
Communities Towards Collectivity with Implementation of Collective
Intelligence, 2013
3. Recommendation Machine in Smart Environment, 2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Idham Ananta, Vic Callaghan, Jeannette Chin, Matt Ball, 2013,”Crowd
based Intelligence in Intelligent Environment: a Journey from
Complexity to Collectivity,Proceeding of 9th International Conference
of Intelligent Environment, 2013
2. Idham Ananta, Vic Callaghan, Jeannette Chin, Matt Ball, Jazi Eko
Istiyanto, Michael Gardner, Susi Daryanti, 2013,”Forest: Exploring
Crowd‐Based Intelligence as a Means of Improving the Human‐
Computer Interface in the Cloud of Things”, IOS Press, vol. 17, pp.
238 - 245, 2013
Activities in specialist
bodies over the last 5
years
Name Ika Candradewi, S.Si, M.Cs
S t a f f H a n d b o o k | 26
Position Assistant Lecturer
Academic career
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas GadjahMada.
Research and
development projects
over the last 5 years
1. Development of Vehicle Tracing Detectidant for Digital Image Processing
Based Vehicle Velocity Measurement, 2014
2. Video Processing for Vehicle Classification with Histogram of Gradient
Method and Support Vector Machine, 2015
3. Vehicle Detection ,and Gathering of Vehicle Feature Extraction Data using
RGB and Depth Sensor Video Camera,2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Lazuardi, L., Sanjaya, G. Y., Candradewi, I., & Holmner, Å. (2013).
Automatic platelets counter for supporting dengue case detection in primary
health care in indonesia. Studies in health technology and informatics, 192,
585-588.
2. Khasanah, M. N., Harjoko, A., & Candradewi, I. (2015). Klasifikasi Sel
Darah Putih Berdasarkan Ciri Warna dan Bentuk dengan Metode K-Nearest
Neighbor (K-NN). IJEIS (Indonesian Journal of Electronics and
Instrumentation Systems), 6(2), 151-162.
3. Caraka, B., Sumbodo, B. A. A., & Candradewi, I. (2017). Klasifikasi Sel
Darah Putih Menggunakan Metode Support Vector Machine (SVM) Berbasis
Pengolahan Citra Digital. IJEIS (Indonesian Journal of Electronics and
Instrumentation Systems), 7(1), 25-36.
4. Bagasjvara, R. G., Candradewi, I., Hartati, S., & Harjoko, A. (2016,
October). Automated detection and classification techniques of Acute
leukemia using image processing: A review. In Science and Technology-
Computer (ICST), International Conference on (pp. 35-43). IEEE.
5. Putra, A. R., & Candradewi, I. Deteksi Ketersediaan Slot Parkir Berbasis
Pengolahan Citra Digital Menggunakan Metode Histogram of Oriented
Gradients dan Support Vector Machine. IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 7(1), 13-24.
Activities in specialist
bodies over the last 5
years
Name Ilona Usuman, S.Si., M.Kom.
Position Lecturer
Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah
Mada, Indonesia
Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Biomimetic in Rescuer Robot Coordination System,2013
S t a f f H a n d b o o k | 27
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
Activities in specialist
bodies over the last 5
years
Name Isna Alfi Bustoni, S. T., M. Eng.
Position Assistant Lecturer
Academic career Bachelor’s degree (Information Technology ), Universitas Gadjah Mada,
Indonesia, 2014.
Master’s degree (Electrical Engineering), Universitas Gadjah Mada,
Indonesia,2015.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
Multidimensional Auditory Interaction Design in matching game for visually
impaired user, 2017
Fuzzy SARIMA on Automation of Bandwidth Management for Educational
Institution, 2017
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Permanasari, A. E., Hidayah, I., & Bustoni, I. A. (2013, October).
SARIMA (Seasonal ARIMA) implementation on time series to forecast the
number of Malaria incidence. In International Conference on Information
Technology and Electrical Engineering (ICITEE) (pp. 203-207).
2. Hidayatulloh, I., & Bustoni, I. A. (2017). SARIMA-EGARCH Model To
Reduce Heteroscedasticity Effects In Network Traffic Forecasting. Journal of
Theoretical and Applied Information Technology, 95(3), 554.
3. Permanasari, A. E., Hidayah, I., & Bustoni, I. A. (2015). Forecasting
Model for Hotspot Bandwidth Management at Department of Electrical
Engineering and Information Technology UGM. International Journal of
Applied Mathematics and Statistics™, 53(4), 227-234.
Activities in specialist
bodies over the last 5
years
Name Janoe Hendarto, Drs., M.I.Kom.
Position Lecturer
Academic career Bachelor’s degree, Universitas Gadjah Mada, Indonesia,1986
Master’s degree (Computer Science), Universitas Gadjah Mada,
Indonesia,1991
S t a f f H a n d b o o k | 28
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Hash Method Implementation in Dictionary Search Data for Computer-
related Terms, 2014.
2. CYK Algorithm Implementation for Drawing Syntax Trees in Context
Free Grammar, 2013.
3. Contour Modeling Using Fractal Interpolation, 2017.
4. Data Text Compression with Huffman Trees, 2015.
5. Binary Tree Image Creation Using Fractal Methods, 2015.
6. Denoising Grayscale Image Using Fractal Methods, 2016.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. A Web-based System of Precision Farming based Agricultural
Information for Rice Farming Field Consultant in Blora Regency,
International Journal of Electrical & Computer Sciences, Vol. 16 (6),
pp. 1-8, 2016.
2. Denoising pada Citra Grayscale Menggunakan Metode Fraktal, Jurna
Produktif :Jurnal Ilmiah Pendidikan Teknologi Informasi Universitas
Muhammadiyah Tasikmalaya Jawa barat, ISSN: 2548, Vol 1 Edisi Juli
2017.
Activities in specialist
bodies over the last 5
years
Coach at the National Science Olympiad (OSN SMA in the
informatics/programming contest )
of Yogyakarta Special Region(DIY) contingent.
Name Jazi Eko Istiyanto, Dr., M.Sc., Prof.
Position Professor
Academic career Bachelor’s degree (Physics), Universitas GadjahMada, 1986
Master’s degree (Computer Science), University of Essex, 1988
Doctor’s degree (Electronic Systems Engineering), University of Essex,
1995
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, UniversitasGadjahMada.
Research and
development projects
over the last 5 years
1. Censor Programming on Android Smartphone,2013
2. Study on Virtual Prototyping Development Based Development of
Embedded ARM Device in the Internet of Things (IoT) era,2015
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Huizen, R. R., Istiyanto, J. E., & Putra, A. E. (2017). Identification of
Voice Utterance with Aging Factor Using the Method of MFCC
Multichannel. arXiv preprint arXiv:1702.01999.
2. Lelono, D., Triyana, K., Hartati, S., & Istiyanto, J. E. (2016, July).
Classification of Indonesia black teas based on quality by using
S t a f f H a n d b o o k | 29
electronic nose and principal component analysis. In AIP Conference
Proceedings (Vol. 1755, No. 1, p. 020003). AIP Publishing.
3. Hasbi, M., Wardoyo, R., Istiyanto, J. E., & Mustofa, K. (2016). Agent
Model Development By Using Ontology In University's
Archiving. Journal of Theoretical and Applied Information
Technology, 87(3), 501.
4. Hasbi, M., Wardoyo, R., Istiyanto, J. E., & Mustofa, K. (2016). An
Agent Model using Naïve Bayesian for Email
Classification. International Journal of Computer Applications, 140(7).
5. Sugiantoro, B., Wardoyo, R., Hartati, S., & Istiyanto, J. E. (2017).
Distributed Database Using Mobile Agent. IJID International Journal
on Informatics for Development, 1(1).
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 30
Name Khabib Mustofa, S.Si., M.Kom., Dr.tech
Position Assistant Professor
Academic career Bachelor’s degree,Faculty of Mathematic and Natural Sciences , Universitas
Gadjah Mada, Indonesia,1997
Master’s degree , Faculty of Mathematic and Natural Sciences , Universitas
Gadjah Mada, Indonesia,2001
Doctoral Degree , Institute for Software Engineering and Interactive
Systems, Technische Universitaet Wien , Austria, 2007
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Analysis of Latent Semantic Indexing Algorithm for Knowledge
Retrieval,2015
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Wiwien Hadikurniawati, Khabib Mustofa, 2016,”Multicriteria Group
Decision Making Using Fuzzy Approach for Evaluating Criteria of
Electrician. International Journal of Electrical and Computer
Engineering, Vol 6, No 5, ISSN: 2088-8708
2. Edhy Sutanta, Retantyo Wardoyo, Khabib Mustofa, Edi Winarko,
2016.”A hybrid model schema matching using constraint-based and
instance-based.” International Journal of Electrical and Computer
Engineering, Vol 6, No 3, ISSN: 2088-8708
3. Edhy Sutanta, Retantyo Wardoyo, Khabib Mustofa, Edi Winarko,
2016″Survey: Models and Prototypes of Schema Matching”.
International Journal of Electrical and Computer Engineering, Vol 6, No
3, ISSN: 2088-8708
4. Muhammad Hasbi, Retantyo Wardoyo, Jazi Eko Istiyanto, Khabib
Mustofa, 2016,”Agent model development by using ontology in
universitys archiving”. Journal of Theoretical and Applied Information
Technology, vol 87, Issue 3, 31 Mei 2016, hal 501-511, ISSN:1992-
8645, E-ISSN:1817-3195
5. Teguh Susyanto, Khabib Mustofa, 2016,”Agent Based Job Search on
Job Seeker Profile with Semantic Web Service Approach”. Indonesian
Journal of Computing and Cybernetics Systems, vol 10, no 1, 2016,
ISSN: 1978-1520, e-ISSN: 2460-7258
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 31
Name Lukman Heryawan, S.T., M.T.
Position Lecturer
Academic career Bachelor’s degree (Informatics Engineering), STEI ITB Bandung
Master’s degree (Informatics Engineering), STEI ITB Bandung
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Locality-Sensitive Hashing For Big Data Clustering,2014
2. Recomender System For Telemedicine in Developing Country,2013
3. Detection of Diabetic Retinopathy with Image Processing,2017
4. Analysis of Normalized Compression Distance (NCD) on Content Based
Image Retrieval (CBIR),2015
5. NFC Mobile App Development as an Alternative for Company
Attendance Data System,2015
6. Lamp Switch Automation Using Image Processing and Raspberry Pi
Based LDR Censor,2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years 1. Aji SJ, Heryawan L. Ordering and Warehousing Fertilizer Information
System with Location Based Service Apps Based Web Service Di Unit
Pengolahan Pupuk Organik (Uppo) Dusun Caturharjo. Universitas
Gadjah Mada, 2014
2. Winawan MP, Heryawan L Android Based Stock Management Apps
intensive Lks for Distributor at Gunungkidul. Universitas Gadjah Mada,
2014
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 32
Name Mardhani Riasetiawan, MT, SE.Ak, CompTIA Cloud Essential.
Position Lecturer (staff pengajar) in the field of Computer System and Networks
Academic career Bachelor’s degree (Accounting), Faculty of Economic and Business,
Universitas Gadjah Mada, Indonesia, 2003
Master’s degree (Information technology), Faculty of Engineering,
Universitas Gadjah Mada, 2007
Doctoral degree (computer science), Faculty of Mathematics and Natural
Sciences, Universitas Gadjah mada, 2017
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Self-Assignment Data Management with 4V- Commodities Resource
Allocation for Data Center, 2016.
2. Linked-Data Processing for Data Visualization, 2016.
3. Cloud-based Processing for Data Science Processing, 2016.
4. Development of Virtual Data Center in Big Data Management, 2015.
5. Analyses and Design on Self-assignment data management for Big
Data, 2015.
6. Latent Semantic Indexing Algorithm for Knowledge Retrieveal, 2015.
7. Analyses in Resource Allocation with Dedicated and Dynamic
Configuration for Data Center Virtual Machines, 2015
8. Data Management and Preservation in Cloud Environment, 2014.
9. Cloud Infrastructure Development with Real Time Application Cluster
for Big Data management, 2014.
10. Development of Architecture Model for High Performance Cluster
Computing, 2014.
11. GamaBox: Development of Cloud Ready Devices with unusable
hardware, 2013.
Industry collaborations
over the last 5 years
9. Integrated Data Management feasibility Studies, Upstream technology
Center PT PERTAMINA, 2012.
10. Development of Integrated Data Management for Upstream data,
Upstream technology Center PT PERTAMINA, 2013
11. Integrated Data Management – Maintenance and Infrastructure
Enhancement, Upstream technology Center PT PERTAMINA, 2014
12. e-Government Index Assessment for BAPETEN RI, 2015.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Riasetiawan M, Ashari A, I Endrayanto. Data Ceter Workload
Performance in Dynamic Resource Allocation. InAES 2016 – The 6th
International Annual Engineering Seminar. Faculty of Engineering
UGM, Agustus 1-3, 2016. (paper)
2. Riasetiawan M, Ashari A, I Endrayanto. The Analysis on Dynamic and
Dedicated Resource Allocation in XenServer. TELKOMNIKA
Telecommunication, Computing, Electronics and Controls –
International Journal. Vol 14. Issue 1, March 1, 2016. (journal)
3. Ashari A, Riasetiawan M, AM Tjoa. Cloud Based Processing on Data
Science for Visualization. International Journal of Advanced Computer
Science and Applications, Vol 1, Issue 7, February 1, 2016. (journal)
S t a f f H a n d b o o k | 33
4. Ashari A, M Riasetiawan. High Performance computing on Cluster and
Multicore Architecture. TELKOMNIKA Telecommunication,
Computing, Electronics and Controls – International Journal. Vol 13,
Issu 4, Dec 1, 2015. (journal)
5. Riasetiawan M, Ashari A, I Endrayanto. Distributed Replicated Block
Devices Implementation on Cluster Storage Data Migration. 2015
International Conference on Data and Software Engineering (ICoDSE)
IEEE. p.93-97, 2015.
6. Riasetiawan M, Ashari A, I Endrayanto. Virtual Machine Optimization
Use Dynamic Resource Allocation on XenServer. Journal of
Theoretical and Applied Information Technology , vol. 80, issue 3, Oct
2015 (journal)
7. Riasetiawan M, Ashari A, I Endrayanto. Secure by Design Approach on
Data Management and Preservation for Scientifc-Nuclear Data.
International Conference on Computer Security in a Nuclear World:
Expert Discussion and Exchange, 1-5 June, 2015, Vienna, Austria.
(poster presentation)
8. Riasetiawan M, Ashari A, I Endrayanto. Pendekatan Secure by Design
pada Cluster Resources Alllocation. Indonesia Security Conferences (4-
5 Sept 2015) (Paper)
Activities in specialist
bodies over the last 5
years
1. Member, International Association of Engineer, since 2013.
2. Certified, Cloud Computing Essential, CompTIA in 2013.
S t a f f H a n d b o o k | 34
Name Medi, Drs. M.Kom.
Position Assistant Professor
Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, 1997
Master’s degree, Universitas Gadjah Mada, 2002
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Data Security Analysis on Cryptography Implementation Using Elgamal
Algorithm, 2014
2. Use of Linear Diophantine Equation for Data Security, 2013
3. Use of Anfis Algorithm on Fuzzy Logic in Predicting Tsunami Disaster,
2017
4. Optimization of Ant Network Algorithm Using Graph, 2015
5. Use of Rc4 Algorithm for Transaction Security and Query on Mysql
Database, 2015
6. Accuracy Comparison of Support Vector Machine and Decision Tree in
Predicting Team Match Results, 2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 35
Name Nia Gella Augoestien, S.Si, M.Cs
Position Assistant Lecturer
Academic career Bachelor’s degree (Electronics and Instrumentation), Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia
Master’s degree (Computer Science), Universitas Gadjah Mada
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Optimization of Hardware Resource Utilization in AES (1-round)
Cryptography Algorithm on FPGA, 2013
2. Effectiveness of Various Functions Data Transformation categorical on
Outlier Detection Process, 2015
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Augoestien NG, Putra AE. Purwarupa Perangkat Keras untuk Eksekusi
Algoritma AES Berbasis FPGA. Indonesian Journal of Electronics and
Instrumentation Systems Vol. 5 No.2, pp 211-220, 2015
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 36
Name Nur Rokhman, S.Si., M.Kom., Dr.
Position Assistant Professor
Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 1993
Master’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 2004
Doctoral degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Section Method Implementation for Solving Nonlinear Equations of
Interpolation Results, 2013.
2. Section Method for Numerical Solution in Various Forms of Nonlinear
Equations Containing Interpolation Function Results, 2017.
3. Section Method Implementation for Solving Nonlinear Equations of
Interpolation Results, 2015.
4. Various Weighting Functions Effectivity in Categorical Data Outlier
Detection Method, 2016.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. N Rokhman, SC Budi, N Nuryati, 2015, “Optimalisasi Sistem
Informasi Puskesmas pada Layanan Kesehatan di Puskesmas Dlingo I
Kabupaten Bantul Yogyakarta”, Indonesian Journal of Community
Engagement vol.1, no.1,, 2015
2. N Rokhman, E Winarko, 2016, “Improving The Performance Of
Outlier Detection Methods For Categorical Data By Using Weighting
Function”, Journal of Theoretical and Applied Information
Technology, vol. 83, no. 3, pp 327, 2016
3. SC Budi, N Rokhman,2016, “Kendala Pelaksanaan Program Jkn
Terkait Penerimaan Pasien, Pengolahan Data Medis, Pelaporan, Dan
Pendanaan Jkn Di Puskesmas Gondokusuman Ii Yogyakarta”, Jurnal
Manajemen Informasi Kesehatan Indonesia vol.4, no.1, 2016
4. N Rokhman, ID Nugroho, 2013, “Aplikasi Pencarian Lokasi Fasilitas
Umum Berbasis Foursquare APIv2 pada Sistem Operasi Android”,
IJCCS-Indonesian Journal of Computing and Cybernetics Systems vol.
7, no.2, pp. 209-220, 2013
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 37
Name Panggih Basuki, Drs., M.Si.,
Position Assistant Professor
Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences, Gadjah
Mada University (UGM), Indonesia, 1985
Master’s degree, Faculty of Mathematics and Natural Sciences, Gadjah
Mada University (UGM), Indonesia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
Arduino Based Peristaltic Pump Design, 2015.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Udianto, U., & Basuki, P. (2013). Purwarupa Sistem Pemantau Getaran
Jembatan Menggunakan Sensor Accelerometer. IJEIS-Indonesian Journal
of Electronics and Instrumentation Systems, 3(2), 185-196.
2. Sahputra, B., & Basuki, P. (2014). Purwarupa Sistem Peringatan Dini
dan Kendali Pintu Air Bendungan dengan Kendali PID. IJEIS (Indonesian
Journal of Electronics and Instrumentation Systems), 4(2), 167-176.
3. Kambuna, D. A. R., & Basuki, P. (2014). Sistem Rekayasa Balik Sinyal
Elektrokardiogram (EKG). IJEIS (Indonesian Journal of Electronics and
Instrumentation Systems), 4(2), 157-166.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 38
Name Raden Sumiharto, S.Si., M.Kom.
Position Assistant Professor
Academic career Bachelor’s degree, Physics, Faculty of Mathematics and Natural Sciences,
Gadjah Mada University (UGM), Indonesia, 2002
Master’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 2007
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
Aerial Photographs Integrated System with Unmanned Aerial Vehicle,
2014.
Single Board Computer Based Unmanned Aerial Vehicle Environment
Data Acquisition, 2013.
Unification of Aerial Imagery System with Parallel Processing, 2015.
ADAHRS Integrated System with Unmanned Aerial Vehicle Imagery,
2015.
Unification Method of Aerial Image with Feature Point Reduction Method,
2017.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Putri, A. Y., & Sumiharto, R. (2015). Purwarupa Sistem Prediksi Luas
dan Hasil Panen Padi suatu Wilayah menggunakan Pengolahan Citra
Digital dengan Metode Sobel dan Otsu. IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 6(2), 187-198.
2. Widyantara, D. B., Sumiharto, R., & Wibowo, S. B. Purwarupa Sistem
Kendali Kestabilan Pesawat Tanpa Awak Sayap Tetap Menggunakan
Robust PID. IJEIS (Indonesian Journal of Electronics and Instrumentation
Systems), 6(2), 139-150.
3. Sumiharto, R., & Fadliilah, I. N. (2016). Purwarupa Sistem Integrasi
Metadata Foto Udara Dengan Data Sistem ADAHRS. IJEIS (Indonesian
Journal of Electronics and Instrumentation Systems), 6(2), 163-174.
4. Ladioktaviagusdi, R. K., & Sumiharto, R. Implementasi Kontrol Model
Prediksi Berbasis ANFIS Pada Mesin Penghasil Uap Air. IJEIS
(Indonesian Journal of Electronics and Instrumentation Systems), 5(1), 99-
110.
5. Nugraha, M. B., & Sumiharto, R. Penerapan Sistem Kendali PID pada
Antena Pendeteksi Koordinat Posisi UAV. IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 5(2), 187-198.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 39
Name Retantyo Wardoyo, Drs., M.Sc.,Ph.D.
Position Associate Professor
Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural
Sciences, Universitas Gadjah Mada, 1982
Master’s degree (Computer Science), University of Manchester, 1990
Doctoral degree, (Computer Science), Institute of Science and Technology,
University of Manchester, 1996
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Decision Optimization of Medical Therapy Group Using Genetic
Algorithm, 2014
2. Case-Based Reasoning Model using Uncertainty Management, 2015
3. Decision Model Using Fuzzy Concept, 2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Abdiansah A, Wardoyo R. Time Complexity Analysis of Support Vector
Machines (Svm) in Libsvm. International Journal Computer and
Application, 2015
2. Winarko E, Hartati S, Wardoyo R. Improving the Prediction Accuracy of
Multicriteria Collaborative Filtering by Combination Algorithms. Int. J.
Adv. Comput. Sci. App 52 (4), 52-58, 2014
3. Widhiarso W, Hartati S, Wardoyo R. Model DSS (Decision Support
System) untuk Evaluasi Kelayakan Proposal Investasi Teknologi Informasi
Menggunakan Fuzzy Integral Choquet. Prosiding Konferensi Nasional
Sistem Informasi, 2013.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 40
Name Reza Pulungan, Dr.-Ing., S.Si., M.Sc.
Position Senior Lecturer (Lektor Kepala) in the field of Algorithms and Computation
Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,
1999
Master’s degree (telematics), University of Twente, the Netherland, 2004
Doctoral degree (informatics), Saarland University, Germany, 2009
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. The Potentials of Bad Behaviors in E-Procurement and the Influences
of Indonesian E-Procurement System (SPSE) on Those Behaviors,
2016.
2. Two-level Parallelization of Agrawal-Kayal-Saxena Algorithm, 2016.
3. Minimal Representation of Recurrent Neural Networks, 2016.
4. Formulating A State-Reward Structure On Acyclic Phase-Type
Distributions, 2015.
5. A Tool Desktop for Modelling and Analyzing Time-Dependent Attack
Trees, 2015.
6. Intelligent Warehouse Management System, 2012-2014.
7. Spectral Polynomial Algorithm in CUDA, 2014.
8. Orthogonal Distance Fitting for Phase-Type Distributions, 2014.
9. Transient Analysis Of CTMCs: Uniformization Or Matrix
Exponential?, 2013.
10. A Stochastic Calculus for Continuous Probability Distribution, 2012.
11. Stochastic Analysis of HIF Protein Pathways During Hypoxia, 2012.
12. Construction of Mixture-of-Monocyclic Erlang Representations for
Phase-Type Distribusions, 2012.
13. The Minimal Representations of Erlang Distributions under Three
Operations, 2011.
14. Minimization of an Abstract and Interactive Stochastic Model, 2011.
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Suprapto, Retantyo Wardoyo, Belawati H. Widjaja, and Reza Pulungan.
A Formal Proof of Correctness of Construct Association from
PROMELA to Java. IAENG International Journal of Computer Science,
vol. 42, no.4, pp313-331, 2015.
2. Michael Bungert, Holger Hermanns, Reza Pulungan. A Compression
App for Continuous Probability Distributions. 12th International
Conference, QEST 2015, Madrid, Spain, September 1-3, 2015,
Proceedings, pp. 113-121, 2015. DOI: 10.1007/978-3-319-22264-6_8.
3. Reza Pulungan and Holger Hermanns. A construction and minimization
service for continuous probability distributions. International Journal on
Software Tools and Technology Transfer, Springer, vol. 17, pp. 77-90,
2015. DOI: 10.1007/s10009-013-0296-8.
4. Florian Arnold, Holger Hermanns, Reza Pulungan, Mariëlle Stoelinga,
2014. Time-Dependent Analysis of Attacks. In Proceedings of
Principles of Security and Trust (POST) 2014. Lecture Notes in
Computer Science 8414, pp. 285-305.
S t a f f H a n d b o o k | 41
5. Hermawan Syahputra, Agus Harjoko, Retantyo Wardoyo and Reza
Pulungan, 2014. Plant recognition using stereo leaf image using gray-
level co-occurrence matrix. J. Comput. Sci., 10(4): 697-704.
6. Hadi Susanto and Reza Pulungan. A Parallel Architecture for Multiple-
Face Detection Technique Using AdaBoost Algorithm and Haar
Cascade. Information Systems International Conference (ISICO), 2-4
December 2013, Bali. pp. 592-597, 2013.
7. Putu Indah Ciptayani, Reza Pulungan. Modeling Gene Regulation in
Graded Hypoxia Using Continuous-Time Markov Chains. International
Journal of Informatics and Communication Technology (IJ-ICT), Vol.
2, No. 2, pp. 106-115, July 2013. ISSN: 2252-8776.
8. Sheila Nurul Huda, Reza Pulungan. Transforming PROMELA to
Channel Systems. Proceedings of The 2013 International Conference on
Computer Science and Information Technology (CSIT-2013), pp. 188-
194, 16-18 June 2013, Yogyakarta, Indonesia, 2013.
9. Suprapto, Retantyo Wardoyo, Reza Pulungan, and Belawati Wijaya. A
Scheme of Construct Association from PROMELA to Java. The 2013
FTRA International Conference on Advanced IT, engineering and
Management (FTRA-AIM-13), February 21-23, 2013, Kyung Hee
University, Seoul, Korea, hal. 11-12, 2013.
10. Reza Pulungan. The Order of Phase-Type Distributions. In Proceedings
of the 6th SEAMS-GMU 2011 International Conference on
Mathematics and Its Applications, pp. 65--79, Yogyakarta, July 12-15,
2011.
11. Ary Novianto, Reza Pulungan. A Comparison Framework for
Fingerprint Recognition Methods. In Proceedings of the 6th SEAMS-
GMU 2011 International Conference on Mathematics and Its
Applications, pp. 601--614, Yogyakarta, July 12-15, 2011. [pdf]
12. Suprapto, Reza Pulungan. A Framework for an LTS Semantics for
PROMELA. In Proceedings of the 6th SEAMS-GMU 2011
International Conference on Mathematics and Its Applications, pp. 631-
-646, Yogyakarta, July 12-15, 2011.
Activities in specialist
bodies over the last 5
years
1. General Secretary of Indonesian Computer, Electronics, and
Instrumentation Support Society (IndoCEISS).
2. Chairman of Asosiasi Pendidikan Tinggi Informatika dan Komputer
(APTIKOM—Associations of Indonesian Higher Education Institutions
for Informatics and Computer) Chapter Yogyakarta.
S t a f f H a n d b o o k | 42
Name Roghib Muhammad Hujja, M.Cs
Position Assistant Lecturer
Academic career
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada
Research and
development projects
over the last 5 years
1. Prototype of Online Logger System and Water Surface Level Monitoring
at Code Riverside Yogyakarta, 2017
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Harjoko, A., Hujja, R. M., & Awaludin, L. (2017, May). Low-cost 3D
surface reconstruction using Stereo camera for small object. In Signals and
Systems (ICSigSys), 2017 International Conference on (pp. 285-289). IEEE.
2. Harjoko, A., Awaludin, L., & Hujja, R. M. (2017, May). The flow rate of
debris estimation on the Sabo Dam area with video processing. In Signals
and Systems (ICSigSys), 2017 International Conference on (pp. 57-61).
IEEE.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 43
Name Sigit Priyanta, S.Si., M.Kom., Dr
Position Lecturer
Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, 1999
Master’s degree, Faculty of Mathematics and Natural Sciences, Universitas
Gadjah Mada, 2010
Doctoral degree, Faculty of Mathematics and Natural Sciences, Universitas
Gadjah Mada, 2016
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Subjectivity Classification of Sentences in Indonesian, 2014.
2. Named Entity Recognition in Indonesian Document,2013.
3. HMM and CRF Method Comparison for Named Entity Recognition in
Indonesian News, 2017.
4. Classification of Opinion with Support Vector Machine Methods for
Sentiment Analysis, 2015.
5. Author and Opinion Object Detection Method in Indonesian News,
2016.
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Winarto, Wismo FE, Sugiyanto. Turbin Angin Sumbu Vertikal Tipe
Hybrid antara Savonius dan Darrieus Sebagai Alternatif Pembangkitan
Listrik Tenaga Angin di Indonesia. In: Seminar Nasional Teknologi
Terapan (SNTT), 2014
2. Basuki, Budi, Winarto, Wismo FE. Pengaruh Sistem Minimum
Lubrication dengan Metoda Tetesan terhadap Keausan Pahat dan
Kekasaran Permukaan
Benda Kerja AISI 4340. In: Seminar Nasional Teknologi Terapan
(SNTT), 2014
3. Handoko, Prayoga T, Benidiktus. Pengaruh Laju Regangan Linier
Terhadap Data Uji Tarik Sambungan Las Plat Baja. In: Unspecified
Unspecified, pp49-54, 2014
4. Setyana, Dwi L, Tarmono. Optimalisasi Kekuatan Sambungan Side
Wall Kereta Api Dengan Proses Spot Welding Material Ss400. Seminar
Nasional Teknologi Terapan (SNTT), 2014
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 44
Name Sri Hartati, Dra., M.Sc., Ph.D., Prof.
Position Professor
Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural
Sciences, Gadjah Mada University (UGM), Indonesia, 1986
Master’s degree, Computer Science, University of New Brunswick,
Canada, 1990
Doctoral degree, Faculty of Computer Science, Univ of New Brunswick,
Canada, 1996
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Clinical DSS Modeling with CBR for Cardiovascular Diagnosis, 2014.
2. Computational Intelligence for Agricultural Land Quality Modeling,
2013.
3. Performance Improvement of Classifier Plasmodium Malaria and Life-
stage, 2017.
4. Neuro Fuzzy as DSS Model for Agriculture, 2015.
5. Computational Intelligence as a Tool for Plant Damage Diagnosis,
2015.
6. Classifier in Clinical Decision Support System, 2016.
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. E Winarko, S Hartati, R Wardoyo, 2014, “Improving the prediction
accuracy of multicriteria collaborative filtering by combination
algorithms”, Int. J. Adv. Comput. Sci. App 52 (4), 52-58
2. EI Sela, S Hartati, A Harjoko, R Wardoyo, MS Munakhir, 2013,
“Segmentation on the dental periapical x-ray images for osteoporosis
screening”, Int. J. Adv. Comput. Sci. Appl 4 (7)
3. E Zuhairi, S Hartati, R Wardoyo, A Harjoko, 2013, “Development of
Copeland score methods for determine group decisions”, International
Journal of Advanced Computer Science and Aplication (IJACSA), vol.
4, no. 6, pp 240 - 242, 2013.
4. Rudi Dungani, Mohammad Jawaid, HPS Abdul Khalil, Jasni Jasni, Sri
Aprilia, Khalid Rehman Hakeem, Sri Hartati, MN Islam, 2013, “A
review on quality enhancement of oil palm trunk waste by resin
impregnation: Future materials”, BioResources 8 (2), 3136-3156
5. Hence Beedwel Lumentut, Sri Hartati, 2015, “Sistem Pendukung
Keputusan untuk memilih Budidaya ikan air tawar menggunakan AF-
TOPSIS”, IJCCS (Indonesian Journal of Computing and Cybernetics
Systems), vol. 9, no. 2, pp. 197 - 206, 2015
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 45
Name Sri Mulyana, Drs, M Kom
Position Associate Professor
Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural
Sciences, Universitas Gadjah Mada, 1992
Master’s degree (Computer Science), Faculty of Mathematics and Natural
Sciences , Universitas Gadjah Mada, 2000
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Preparation of Mood (Affective) Disorder Case Base Based on
Classification Guide for Mental Disorder Diagnosis in Indonesia III for
Development of Case-Based System, 2014
2. Development of Computer Reasoning System for Major Selection in
Senior High School with Case-Based Reasoning, 2013
3. Development of Mental Disorder Case Base Based on Medical Record at
“GHRASIA” Psychiatric Hospital Yogyakarta, 2017
4.Case-Based Reasoning System for Mood (Affective) Disorder Type
Determination, 2015
5. Psychological Therapy Measures Determination in Post-Accident
Patients with Case-Based Reasoning, 2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Afiahayati S, Mulyana S. Implementation of Hidden Markov Model In
Clustering of Sequences Protein And Its Improvement Using Prior
Knowledge. Proceedings of Iicma, 2009
2. Sumaryanti L, Musdholifah A, Hartati S. Case-Based Reasoning For
Selecting Study Program In Senior High School. International Journal
of Advanced Computer Science And Applications, Vol.6/4/, pp136-140,
2014
3. Mulyana S, Hartati S, Wardoyo R, Winarko E. Case-Based Reasoning
With Input Text Processing To diagnose Mood [Affective] disorders.
Editorial Preface 4 (9), 2015
4. S Mulyana, S Hartati. Tinjauan Singkat Perkembangan Case–Based
Reasoning. Seminar Nasional Informatika (Semnasif) 1 (4)
5. Sari T, Mulyana S. Segmentasi Citra Satelit Berbasis Clustering dengan
Kombinasi Algoritma K-Means dan Fuzzy C-Means, Universitas
Gadjah Mada
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 46
Name Suprapto, Dr., M.I.Kom.
Position Senior Lecturer (Lektor Kepala) in the field of Algorithms and
Computational Logic.
Academic career Bachelor’s degree (mathematics), Universitas Gadjah Mada, Indonesia,
1987.
Master’s degree (Computer Science), Sandwich Program, Universitas
Indonesia, Indonesia - University of Maryland University College,
Maryland, USA, 1990.
Doctoral degree (Computer Science), Universitas Gadjah, Indonesia, 2015.
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Natural Language Processing in Proposition Recognition and Inference
from Indonesian Sentence Collection, 2017.
2. Graph Data Model with Neo4j in Transportation Problem, 2017.
3. The Influence of PROMELA Treebank Training Data Completeness in
PROMELA Parser Accuracy Using MaltParser, 2016.
4. JFLAP in PROMELA Model Generation from Program Graph, 2016.
5. The Development of A Precision Farming based Agricultural
Information System for Rice Farming Field Consultant in Blora
Regency, 2015.
6. Generation of the Translation Template for Communication Mechanism
in PROMELA to Java with Socket Programming and RMI 2015.
7. The Handling of Goto Statement in PROMELA Model into its
Translation in Java Program, 2015.
8. The Development of Translator Tool from PROMELA to Java, 2014.
9. The Definition of Equivalence between two LTS Semantic of
PROMELA and The Translation Result in Java, 2014.
10. LTS (labeled transition system) Semantic for Java, 2012.
11. Heuristic Approach with Genetic Algorithm in State Transition Paths
Selection to Reduce State Space, 2012.
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Suprapto, Retantyo Wardoyo, Belawati H. Widjaja, and Reza Pulungan.
A Formal Proof of Correctness of Construct Association from
PROMELA to Java. IAENG International Journal of Computer Science,
vol. 42, no.4, pp313-331, 2015.
2. Suprapto, Retantyo Wardoyo, Reza Pulungan, and Belawati Wijaya. A
Scheme of Construct Association from PROMELA to Java. The 2013
FTRA International Conference on Advanced IT, engineering and
Management (FTRA-AIM-13), February 21-23, 2013, Kyung Hee
University, Seoul, Korea, hal. 11-12, 2013.
3. Suprapto, and Retantyo Wardoyo. Algorithms of Combination of
Compiler Optimization Options for Automatic Performance Tuning,
LNCS 7804 Information and Communication Technology, International
Conference, ICT-EurAsia 2013, Yogyakarta, Indonesia, March 25-29,
2013 Proceedings, Springer, hal. 91-100.
S t a f f H a n d b o o k | 47
4. Suprapto, Reza Pulungan. A Framework for an LTS Semantics for
PROMELA. In Proceedings of the 6th SEAMS-GMU 2011
International Conference on Mathematics and Its Applications, pp. 631-
-646, Yogyakarta, July 12-15, 2011.
5. Suprapto, An Adjusted Intelligent Water Drop (AIWD) Algorithm in
Flow Shop Scheduling Problem, International Journal of Electrical &
Computer Sciences IJECS-IJENS, Vol:16 No:04 September, 2016.
6. Suprapto, Anny Kartika Sari, Janoe Hendarto, Medi, and Guntur Budi
Herwanto, A Web-based System of Precision Farming based
Agricultural Information for Rice Farming Field Consultant in Blora
Regency, International Journal of Electrical & Computer Sciences-
IJECS-IJENS, Vol:16 No:06 December 2016.
Activities in specialist
bodies over the last 5
years
1. Member of Indonesian Computer, Electronics, and Instrumentation
Support Society (IndoCEISS).
2. Member of Asosiasi Pendidikan Tinggi Informatika dan Komputer
(APTIKOM—Associations of Indonesian Higher Education Institutions
for Informatics and Computer) Chapter Yogyakarta.
3. Member of IndoMs
4. Member of IAENG (International Association of Engineering)
S t a f f H a n d b o o k | 48
Name Dr. Tri Kuntoro Priyambodo, M. Sc.
Position Associate Professor
Academic career Bachelor’s degree Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, Indonesia, 1986
Master’s degree, Victoria Unversity of Manchester, United Kingdom, 1987
Doctoral degree (Physics), Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Analysis of Mini Supercomputer Performance, 2017
2. Tone Corector Using Intel Galaxy-2 to Improve Sound Quality of
Stringed Musical Instrument, 2015
3. Stability Control System of 3-AXIS Gimbal Camera on Unmaned
Aircraft with PID-Fuzzy Method, 2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years 1. Secure and Trusted Environment as a Strategy to Maintain the Integrity
and Authenticity of Digital Evidence International Journal of Security
and Its Applications PID self tuning control based on Mamdani fuzzy
logic control for quadrotor stabilization, PROGRESS IN APPLIED
MATHEMATICS IN SCIENCE AND ENGINEERING
PROCEEDINGS
2. Optimizing control based on fine tune PID ADVANCES OF SCIENCE
using ant colony logic for vertical moving control of UAV system AND
TECHNOLOGY FOR SOCIETY. International Conference on Science
and Technology, 2015
3. Real-time operating system implementation on OBC/OBDH for
UGMSat-1 sequence ADVANCES OF SCIENCE AND
TECHNOLOGY FOR SOCIETY: Proceedings of the 1st International
Conference on Science and Technology, 2015
4. The New Satellite Opportunity in The Changing Market of South East
Asia. Asia-Pacific Satellite Communication Systems, 2015
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 49
Name Tri Wahyu Supardi, S.Si, M. Cs.
Position Assistant Lecturer
Academic career Bachelor’s degree, Electronics and Instrumentation, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia
Master’s degree, Dept. of Computer Science and Electronics/ Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Reducer Noise Electricity Cars, 2014
2. Voltage-Controlled Oscillator 300-350 MHz for Studio Transmitter Link
FM Modulation, 2013
3. Design Ozonizer With Dielectric Barrier Discharge Method, 2015
4. Design of Hybrid Power Supply System For Computer Systems
Community Service, 2016
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Ibrahim, A. W., Widodo, T. W., & Supardi, T. W. (2015). Sistem
Kontrol Torsi pada Motor DC. IJEIS (Indonesian Journal of
Electronics and Instrumentation Systems), 6(1), 93-104.
2. Pratomo, I. D., Rouf, A., & Supardi, T. W. (2015). Pengukuran Jarak
Lubang Pada Benda Padat Menggunakan Sensor Ultrasonik. IJEIS
(Indonesian Journal of Electronics and Instrumentation Systems), 6(1),
81-92.
3. Sidiq, T. N. S., Rouf, A., & Supardi, T. W. Sistem Deteksi Bentuk
Kecacatan Benda Padat Menggunakan Teknik Variasi Sudut
Ultrasonik. IJEIS (Indonesian Journal of Electronics and
Instrumentation Systems), 6(1), 69-80.
4. 4. Pratomo, T. B., Dharmawan, A., Syoufian, A., & Supardi, T. W.
(2013). Purwarupa Sistem Kendali Suhu dengan Pengendali PID pada
Sistem Pemanas dalam Proses Refluks/Distilasi. IJEIS (Indonesian
Journal of Electronics and Instrumentation Systems), 3(1), 23-34. Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 50
Name Triyogatama Wahyu Widodo, M.Kom
Position Lecturer
Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada, 2003
Master’s degree (Computer Science), Universitas Gadjah Mada, 2006
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Hand Gesture Recognition System Based Accelerometer Sensor as A
Traffic Control Tool, 2014
2. Design of Sony ACX705AKM Graphic LCD Controller Interface on
CMUCAM3, 2013
3. Characterization of Hand Movement Pattern Based Accelerometer Sensor
on Traffic Control Hand Gesture, 2015
4. Hand Gesture Pattern Detection Method Based Accelerometer for
Indonesian Sign Language Translation, 2015
5. Home Visitors Recorder System Based Face Recognition, 2016
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Primandani V, Widodo TW. Purwarupa Sistem Pembayaran Retribusi
Jalan Tol Berbasis Teknologi RFID. IJEIS-Indonesian Journal of
Electronics and Instrumentation Systems 2 (1), 11-20, 2012.
2. Apriyanti K, Widodo TW. Implementasi Optical Character Recognition
Berbasis Backpropagation untuk Text to Speech Perangkat Android. IJEIS-
Indonesian Journal of Electronics and Instrumentation Systems 6 (1), 13-24,
2016
3. Henura SS, Widodo TW. Rancang Bangun Sistem Jaringan Nirkabel
untuk Pemantauan Penggunaan Air Pelanggan PDAM. IJEIS-Indonesian
Journal of Electronics and Instrumentation Systems 5 (2),155-164, 2016.
4. Widodo TW, Diantoro S. Auto-Configuration of Wireless Sensor
Networks on Area Border Pole”,IJEIS-Indonesian Journal of Electronics
and Instrumentation Systems 4 (1), 79-90, 2014.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 51
Name Wahyono, S. Kom.
Position Assistant Lecturer
Academic career Bachelor’s degree, Dept. of Computer Science and Electronics/Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia,
2010
Master’s and Doctoral degree, University of Ulsan-Present
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. Batik Pattern Recognition Based on Artificial Neural Network (2012)
2. 3D Model Reconstruction of Single Omnidirectional Picture using
Geometrical Approach in 3D Coordinate (2013)
3. LED Matrix Recognition in Electronic Traffic Signs (2014)
4. Unmoving Object Detection for Camera Based Intelligent Camera
Monitoring (2017).
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Wahyono, Joko Hariyono, and Kang-Hyun Jo, 2017, Body Part
Boosting Model for Carried Baggage Detection and Classification,
Neurocomputing, Vol.228, pp.106-118, March 2017.
2. Wahyono, Kang-Hyun Jo, 2017, Detecting Human Carrying Baggage
from Video Sequences, Journal of Intelligent and Fuzzy Systems,
Vol.32, No.2, pp.1601-1613, February 2017.
3. Wahyono, Alexander Filonenko, and Kang-Hyun Jo, 2016, Unattended
Object Identification for Intelligent Surveillance Systems Using
Sequence of Dual Background Difference, IEEE Transaction on
Industrial Informatics, Vol.12, No.6, pp.2247-2255, December 2016.
4. Wahyono and Kang-Hyun Jo, 2016, Cumulative Dual Foreground
Differences For Illegally Parked Vehicles Detection, IEEE Transaction
on Industrial Informatics, 2016 (Accepted).
5. Wahyono and Kang-Hyun Jo, 2015, LED Dot Matrix Text Recognition
Method in Natural Scene, Neurocomputing, Vol.151, No.3, pp.1033-
1041, March 2015.
6. Wahyono, Han-Sung Park, and Kang-Hyun Jo, 2013, Discontinuous
Character Recognition Method in Variable Message Signs for
Intelligent Tranportation System, International Journal of Machine
Learning and Computing, Vol.3, No.6, pp.468-472, December 2013.
Activities in specialist
bodies over the last 5
years
S t a f f H a n d b o o k | 52
Name Yohanes Suyanto, M.Ikom., Dr.
Position Assistant Professor
Academic career Bachelor’s degree (Physics), Faculty of Mathematics and Natural Sciences,
Universitas Gadjah Mada, 1987
Master’s degree (Computer Science), Universitas Indonesia, 1992
Doctoral degree, Faculty of Mathematics and Natural Sciences, Universitas
Gadjah Mada, 1992
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada.
Research and
development projects
over the last 5 years
1. Similarity Testing of Sound Synthesis Result using Mahalanonis Distance
Method,2014
2. Evaluation of Speech Synthesis Result using Earth Mover"s Distance
(EMD),2013
3. PC Based Fuzzy Control Model using USB Port, 2015
4. System of Preparing the Numerical Musical Notation using Latex and
Tikz, 2015
Industry collaborations
over the last 5 years
None.
Patents and proprietary
rights
None.
Important publications
over the last 5 years
1. Atabiq F, Suyanto Y. Komputasi Tingkat Kesehatan Instalasi Listrik
pada Gedung. Jurnal Integrasi, 9 pp1-8, 2017
2. Suyanto Y. The Numbered Musical Notation Editor in Plain Text.
International Conference on Science and Technology (ICST 2015),
2015
3. Basori S, Suyanto Y. Booster VHF 20w pada Perangkat Handy Talky.
Universitas Gadjah Mada, 2015.
4. Suyanto Y, Harjoko A, Hartati S. An intonation speech synthesis model
for Indonesian using pitch pattern and phrase identification. Journal of
Signal and Information Processing, vol.5 pp 80, 2014.
5. Machmud K, Suyanto Y. Rancangan Bangun Aplikasi Android
Pengendalian Lampu Berbasis SMS. Universitas Gadjah Mada, 2014.
6. Suyanto Y. Penentuan Intonasi Secara Otomatis Dalam Sintesis Ucapan
Bahasa Indonesia. Universitas Gadjah Mada, 2014
7. Setiawan R, Suyanto Y. Pendeteksi Suhu Pada Alat Pemanas Air
(Heater) dengan Informasi Suara.
8. Rajagukguk OJ, Suyanto Y. Integrasi Group Facebook ke dalam
Collabtive Sebagai Perangkat Lunak Manajemen Projek Menggunakan
Facebook Graph Api. Universitas Gadjah Mada, 2014.
9. Taslim M, Suyanto Y. Analisis Perbandingan Efektivitas Antara
Metode Search Engine Optimization (SEO) dan Social Media
Optimization (SMO) untuk Peningkatan Volume Trafik Situs
Universitas Gadjah Mada, 2014.
10. Haryadi A, Suyanto Y. Perbandingan PSNR, Bitrate, dan MOS pada
Pengkodean H. 264 Menggunakan Metode Prediksi Temporal. IJEIS
(Indonesian Journal of Electronics and Instrumentation Systems), vol. 2,
pp155-164, 2012
S t a f f H a n d b o o k | 54
Name Yunita Sari, S.Kom., M.Sc.
Position Assistant Lecturer
Academic career Bachelor’s degree, Dept. of Computer Science and Electronics/Faculty of
Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia,
2007
Master’s degree, Universiti Teknologi PETRONAS (UTP), Malaysia, 2011
Doctoral degree, University of Sheffield, UK, 2014-present
Employment Lecturer, Department of Computer Science and Electronics, Faculty of
Mathematics and Natural Sciences, Gadjah Mada University
Research and
development projects
over the last 5 years
1. An Author Gender Identification Method For Indonesian Text,2013
Industry collaborations
over the last 5 years
Patents and proprietary
rights
Important publications
over the last 5 years
1. Yunita Sari, Andreas Vlachos, Mark Stevenson, 2017, “Continuous N-
gram Representation for Authorship Attribution”, In Proceedings of
the 15th Conference of the European Chapter of the Association for
Computational Linguistics, Valencia, Spain, April 2017 (to appear)
2. Sari, Y., Stevenson, M.: Exploring Word Embeddings and Character
N-Grams for Author Clustering. In: CLEF 2016 Working Notes.
CEUR Workshop Proceedings, CLEF and CEUR-WS.org, Portugal,
September 2016.
3. Yunita Sari and Mark Stevenson, 2015, A Machine Learning-based
Intrinsic Method for Cross-topic and Cross-genre Authorship
Verification, Notebook for PAN at CLEF 2015. In Linda Cappellato,
Nicola Ferro, Gareth Jones, and Eric San Juan, editors, CLEF 2015
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Activities in specialist
bodies over the last 5
years