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Lund 18. December 2008
Institut for
Informatik & Matematisk Modellering
Lund 18. December 2008
• Mathematical modelling:– Scientific Computing: Per Christian Hansen– Mathematical Statistics: Per Bruun Brockhoff– Intelligent Signal Processing: Lars Kai Hansen– Image Analysis & Computer Graphics: Rasmus Larsen
• Computer Science:– Software Engineering: Hubert Baumeister– System Security: Robin Sharp– Language Based Technology: Hanne Riis Nielson– Algorithms and Logic: Paul Fischer– Embedded Systems: Jan Madsen– System-on-Chip: Jens Sparsø
Forskningsområder (10 Sektioner)
Lund 18. December 2008
1. Statistics Section (produced 3 Ph.D.s/year in 10 years)
2. Image analysis Section (produced 2-3 Ph.D.s/year in 10 years)
3. Intelligent Signal Processing Section (ISP)(produced 3-4 Ph.D.s/year in 10 years)
Statistics@DTU Informatics
Roughly: 100 Ph.D.s in recent 10 years
Lund 18. December 2008
The Data, Users, KnowledgeData, Users, Knowledge Vision
Lars Kai HansenProfessor, Sektionsleder
Cognitive SystemsSection(Potential new name)Integrating Signal Processing, Machine Learning, Cognitive Engineering for the Digital Economy
Lund 18. December 2008
• Signal processing – Typical projects: Hearing aids,
audio search– Generalized cocktail party
problem (ICA)• Machine Learning
– Adaptive systems, automated text analysis, pattern classification,
• Systems Neuroscience– Mental State decoding– Meta-analysis/neuroinformatics
• Datamining– Search engines, meta-analysis– Wikipedia research
• Cognitive science– Search engines– Psycho-physics e.g. audio-
visual integration– Computational cognitive
modelling
• Digital economy– Prof Ingemar Cox, UCL adjunct
prof – Social networks, Web 2.0, User
generated content• Mobile services
– Communication, mobile web apps, Web 2.0
– Cell phone as sensor system
• Human computer interfaces– Intelligent text entry
• Digital media semantics– Latent semantics, automated
text analysis, meta-data analysis
Components of the new unit
Lund 18. December 2008
Image Analysis Section
• Many Ph.D. students • Many externally funded research projects• Strong on innovation (E.g. Videometer)• Methodological Profile
• Multivariate Statistics• Pattern recognition• Supervised Learning• Shape Analysis
Rasmus Larsen, Professor Sektionsleder
Lund 18. December 2008
Statistics SectionPer Bruun Brockhoff, Professor Sektionsleder
STAT InformaticsResearch VIP (1/3 2008) 7.5 48.5VIP for teaching (faculty) 7.5 52.5Refereed articles 03-07 141 372Conference papers 03-07 76 548PhD students (Oct. 1st, 2008) 22 72Number of PhD grad. 03-07 15 72MSc theses 2007 19 118MSc theses 2006 16 113External funding DKKmill. 06-08 26,6 85,2
Some recent key figures: (Self evaluation report, Dec 2008)
Lund 18. December 2008
Statistics SectionMethodological Profile
•Dynamics • Time Series Analysis and Forecasting• Modeling of Dynamics Stochastic Systems• Stochastic Control Theory • Applied Probability with Stochastic Processes
•Industrial and Applied Statistics• Statistical design and analysis of experiments• Statistical Process Control• Sensometrics and Chemometrics• Environmetrics
Lund 18. December 2008
Statistics SectionMethodological Profile
• Examples:• Climatology• Energy (Wind)• Pharmaceutics• Finance• Food science • Environmental research• Marine biology• Microbiology
• Characteristics:• Many externally funded projects• Many Ph.D. students• Broadly engaged outside the mathematical statistical area
Lund 18. December 2008
Statistics SectionExample: Food Science
Formally engaged in:
Visual analysis!Free open-source software developed by MATFORSK and IMM, DTU for analysis of sensory profile data and panel performance monitoring.
Partners:Denmark: (Supported by DFFE) KU Life
DTU-Aqua Danish Meat Research InstituteChr. Hansen A/SChewTech A/SBang & Olufsen
Norway: (Supported by Norwegian Research Council)
Matforsk, Ås, Norway Tine, Gilde, Arcus AS, Hennig Olsen Is, Fiskeriforskning
Lund 18. December 2008
ISCC
• 'DTU Informatics Statistical Consulting Center (ISCC)’
• Established in 2004.
• ISCC offers statistical consulting to students, Ph.D. students and staff at DTU and to external individuals, institutions and companies.
Klaus K. Andersen
Lund 18. December 2008
• Has the construction of ‘Øresundsbroen’ affected the stock of glass eel?
ISCCHenrik Spliid