Lithuanian Computer Society

Vilnius University Institute of Data Science and Digital

Technologies

Lithuanian Academy of Sciences

9th International Workshop on

DATA ANALYSIS METHODS FOR

SOFTWARE SYSTEMS

Druskininkai, Lithuania, Hotel “Europa Royale”

http://www.mii.lt/DAMSS

November 30 –December 2, 2017

Co-Chairmen: Dr. Saulius Maskeliūnas (Lithuanian Computer

Society)

Prof. Gintautas Dzemyda (Vilnius University,

Lithuanian Academy of Sciences)

Programme Committee:

Prof. Robertas Damaševičius (Lithuania)

Prof. Janis Grundspenkis (Latvia)

Prof. Hele-Maja Haav (Estonia)

Prof. Albertas Čaplinskas (Lithuania)

Prof. Ignacy Kaliszewski (Poland)

Prof. Yuriy Kharin (Belarus)

Prof. Tomas Krilavičius (Lithuania)

Prof. Julius Žilinskas (Lithuania)

Organizing Committee:

Dr. Jolita Bernatavičienė

Dr. Olga Kurasova

Aidas Žandaris

Contacts:

Dr. Jolita Bernatavičienė

jolita.bernataviciene@mii.vu.lt

Dr. Olga Kurasova

olga.kurasova@mii.vu.lt

Tel. (8~5) 2109 312

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Goals of the Workshop

1. Introduce computer science and IT business community with

research undertaken at Lithuanian and foreign universities in

the fields of software engineering and data mining.

2. Foster relations between business entities and research

community. Business representatives will have an opportunity

to introduce their problems that need scientific solutions.

3. Facilitate scientific networking that will lead to joint research

projects.

4. Initiate connections with foreign research institutions and

scientists.

Topics

Big data

Bioinformatics

Data Science

Deep Learning

Digital Technologies

High-Performance Computing

Visualization Methods for Multidimensional Data

Machine Learning

Medical Informatics

Ontological Engineering

Optimization in Data Science

Business Rules Software Engineering

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Supported by:

General sponsors

Research Council of Lithuania www.lmt.lt

Algoritmų sistemos www.algoritmusistemos.lt

Main sponsors

BAIP www.baip.lt

Sponsors

Baltic Amadeus www.baltic-amadeus.lt

NetCode www.netcode.lt

NRD CS www.nrdcs.lt

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Schedule of events

Thursday, November 30

1100–1300 – Registration/Info Desk Open

1300–1315 – Opening. Welcome and Introductory Remarks

Gintautas Dzemyda “Data Analysis Methods for Software

Systems” (Vilnius University, Institute of Mathematics

and Informatics)

1315–1415 – Plenary Session

Kaisa Miettinen “Data-driven Decision Support with

Multiobjective Optimization” (Jyväskylä University,

Finland)

Yaroslav D. Sergeyev “Lipschitz Global Optimization” (University

of Calabria, Italy)

1415–1500 – Coffee, Poster Session, and Discussions

1. R. Baušys, R. Semėnas “Heuristic Extension for Multi-

Criteria Decision Making in Autonomous Ground Robot

Navigation”

2. K. Bagdonas, A. Venčkauskas “IoT Mobile Network

Node's Velocity Estimation via Curve Fitting”

3. A. Daranda, G. Dzemyda “A Marine Traffic Prediction

Using Recurrent Neural Networks”

4. R. Karbauskaitė, G. Tamulevičius “Fractal Dimensions of

Speech Signals”

5. R. Kasperienė “Political Protest Groups and its Rhetoric’s

on Facebook”

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6. D. Mažeika, R. Butleris “Model-Based Systems

Engineering Approach for Creating Secure Complex

Systems”

7. K. Ryselis “Efficient Human Motion Matching Algorithm

for Depth Scanning Systems Based on Hausdorff Distance

Metric”

8. D. Rudzika, A. Venčkauskas “Securing Fog Network

using Blockchain”

9. A. Valatavičius, S.Gudas “Advanced Evaluation Methods

of Multiple Application Software Interoperability”

10. M. Sabaliauskas, G. Dzemyda “On the Local Geometric

Approach to Global Optimization for Multidimensional

Scaling”

11. V. Šiaučiūnaitė, M. Landauskas, A. Vainoras, M.

Ragulskis “Evaluation and Analysis of the Power of Local

Geomagnetic Field”

12. L. Dovydaitis, V. Rudžionis “Speaker Identification Using

Deep Neural Networks”

13. A. Paulauskas, T. Valatkevičius, C. Canbulut

“Investigation of Interpolation Methods for Virtual

Rowing Simulator”

14. L. Stripinis, R. Paulavičius “Improved DIRECT-type

Algorithms for Generally Constrained Global

Optimization Problems”

15. J. Venskus, P. Treigys, J. Bernatavičienė, V. Medvedev

“Retraining Strategies of Modified SOM for Abnormal

Marine Traffic Detection”

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1500–1600 – Plenary Session

Bożena Kostek, G. Korvel “Rough Sets Applied to Music

Informatics” (Gdansk University of Technology, Poland)

Konstantinos Fokianos “Tests of Independence Based on

Multivariate Distance Correlation Matrix” (University of

Cyprus, Cyprus)

1600–1730 – Coffee, Poster Session, and Discussions

1. L. Ališauskas, V. Marcinkevičius “N Short Overview of

Machine Learning Methods Used in Network Intrusion

Detection Systems”

2. I. Bumbulienė, J. Mandravickaitė, T. Krilavičius “Application

of Machine Learning for MWE Identification”

3. J. Dainauskas, D. Vitkutė-Adžgauskienė “LitWordNet

Ontology Learning from Corpus Texts”

4. A. Cholomskis, D. Mažeika “Investigation of Self-managed

Mircroservice Architecture”

5. A. Jurgelevičius, L. Sakalauskas “BOINC Based Enterprise

Desktop GRID”

6. V. Kaminskas, E. Ščiglinskas “Identification and Control of

Human Response to 3D Face Stimuli Using Virtual Reality”

7. K. Lapin, T. Šturo “Evaluation of Online Banking

Acceptance”

8. J. Miliauskaitė, L. Paliulionienė “Evolution of the Notions of

Algorithm and Computation: a Systematic Mapping Study”

9. I. Mičiulytė, O. Vasilecas “Research of Context Influence on

Business Process Modelling and Simulation”

10. G. Ortega, F. Orts, E. M. Garzón, E. Filatovas, O. Kurasova

“CUDA and OpenMP Implementations for Solving SMACOF

Problems”

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11. N. Pozniak, L. Sakalauskas “Optimisation of Surface

Wastewater Treatment Filter Filler Effectiveness Using

Mathematical Modelling”

12. A. Rapečka, J. L. Jedzinskas, G. Dzemyda “Extended Analysis

of the Sapnai.net Dataset”

13. S.G. Samuvel “Classification of Motor Imagery Using PCA

Features for Brain-Computer Interfaces”

14. I. Timofejeva, A. Vainoras, M.Ragulskis “Visualization of

Relationships between ECG Parameters using Optimal

Lagrangian Difference Matrices”

15. V. Tiešis “Construction of Active and Semi-Active Schedules

for Job Shop with Fixed Post-Processing Periods”

1800–1930 – Welcome Party

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Friday, December 1

900–1000 – Plenary Session

Michael Emmerich “Bayesian Approaches to Multiobjective

Optimization and its Integration into Industry 4.0

Frameworks” (Leiden University, Netherlands)

Marjan Heričko “Challenges in Metric-based Identification of

Critical Software Components” (University of Maribor,

Slovenia)

1000–1100 – Parallel Plenary Sessions

Section 1

1. I. Kaliszewski “Pareto Suboptimal Solutions to Large-

Scale Multiobjective Multidimensional Knapsack

Problems with Assessments of Pareto Suboptimality

Gaps”

2. Y. Kharin “Analysis of Big Data Based on Conditionally

Nonlinear Autoregressive Model”

Section 2

1. S. Bonnini “Combined Permutation Tests and Finite

Sample Consistency”

2. A. Serackis, V. Abromavičius, V. V. Borutinskaitė,

D. Navakauskas “Predictive Novelty Discovery for Real-

Time Stereoscopic Image Analysis and Decision Support”

3. R. Kriauzienė, A. Bugajev, R. Čiegis “The New Parallel

Multilevel Tool for Implementation of Applied

Optimization Algorithms”

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1100–1120 – Coffee

1120–1220 – Parallel Plenary Sessions

Section 3

1. L. Zariņa, J. Šķilters, J. Borzovs “Impact of Different

Geometric and Functional Principles on Perception of

Acceptability Areas: Differences in Computing and

Humanities’Students” (University of Latvia, Latvia)

2. V. Čyras, F. Lachmayer “Formalisation of Taboo

Concept as a Prohibition to Speak”

3. D. Stumbrienė, A. S. Camanho, A.Jakaitienė “Data

Envelopment Analyses: from Education Systems

Performance Assessment (Control) to Performance

Management (Improvement)”

Section 4

1. A. Krisciukaitis, R. Ramonaite, R. Petrolis,

J. Skieceviciene, L. Kupcinskas “Mathematical

Morphology Based Method for Cultured Cell Motility

Imaging”

2. M. Morkūnas, P. Treigys, J. Bernatavičienė,

A. Laurinavičius “Impact of Color on Colorectal Cancer

Tissue Classification in Hematoxylin and Eosin Stained

Histological Images”

3. R. Paulavičius, Claire S. Adjiman “General-purpose

Bilevel Solver BASBL: implementation and

computational study using BASBLib library”

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1230–1400 – Lunch

1400–1530 – Plenary Session

Mario Cannataro “High-Performance Management and Analysis

of Omics Data: Experiences at University Magna Graecia of

Catanzaro” (University "Magna Graecia" of Catanzaro,

Italy)

Radim Kolar “Retinal Imaging and Image Processing for

Glaucoma Diagnosis” (Brno University of Technology,

Czech Republic)

Massimiliano Zanin “How can statistical physics help in data

mining tasks?” (Universidad Politécnica de Madrid, Spain)

1530–1730– Coffee, Poster Session, and Discussions

1. V. Abromavičius, A. Serackis, D. Navakauskas

“Automatic Adjustment of Disparity in Stereo View by

Eye Activity based Markers”

2. R. Baronas, Ž. Ledas, R. Šimkus “Computational

Modeling of Active Suspensions of Growing Bacteria”

3. V. Bulavas, G.Dzemyda, V. Marcinkevičius “An

investigation of Early Cyber Threat Detection Using

Ensembles of Machine Learning Methods”

4. D. Golubickas, A. Jankauskas, R. Slapikas, A. Basevičius,

K. Morkunaite, V. Veikutis “Image Quality and Radiation

Dose of Low Dose Cardiac Cta in Obese Patients”

5. S. Gudas “Knowledge Granularity in the Enterprise

Information Systems”

6. P. Gudžius, O. Kurasova, E. Filatovas “Satellite Imagery

Application to Financial Markets via Machine Learning”

7. Š. Grigaliūnas, E. Toldinas “Digital Evidence Object

Model for Cybercrime Investigation”

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8. G. Korvel, P. Treigys, G. Tamulevičius “An Initial

Investigation of Keyword Spotting using Convolutional

Neural Network”

9. J. Mandravickaitė, T. Krilavičius “Statistical Analysis of

Word Frequency Distribution in Texts of Different Genres:

Comparison of Lithuanian And English”

10. S. Minkevičius, E. Greičius “On the Law of the Iterated

Logarithm For Extremal Queue Length in an Open

Queueing Network”

11. M. Ramanauskas, D. Šešok “Genetic Algorithm

Optimization of Foundations Using Boinc Framework”

12. R. Savukynas, V. Marcinkevičius, D. Dzemydienė “A

Research on Safety Methods of Communication Protocols

of Internet of Things”

13. G. Stabingis, J. Bernatavičienė, G. Dzemyda,

A. Paunksnis, R. Vaičaitienė, L. Stabingienė “Automatic

Artery Vein Ratio Measurements in Eye Fundus Images”

14. R. Užupytė, T. Krilavičius “Analysis of Public

Procurement Data Using Social Network Techniques”

15. M. Vaitonis, S. Masteika “Research in High Frequency

Statistical Arbitrage Strategies Applied to Microsecond

and Nanosecond Information”

16. I. Veitaitė, A. Lopata “Knowledge-Based UML Models

Generation Transformation Algorithms from Enterprise

Model”

17. K. Ząbkiewicz “Using Lempel-Ziv Jaccard Distance

Measure in Data Stream Classification”

1900–2100 – Dinner

Saturday, December 2

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930 –1130 – General Discussion

1130–1200 – Coffee, Poster Session, and Discussions

1215–1400 – General Discussion, Concluding Remarks

1400–1430 – Closing

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