Institut for Informatik & Matematisk Modellering
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Transcript of Institut for Informatik & Matematisk Modellering
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Institut for
Informatik & Matematisk Modellering
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• 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)
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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
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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
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• 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
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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
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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)
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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
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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
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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
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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
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• Has the construction of ‘Øresundsbroen’ affected the stock of glass eel?
ISCCHenrik Spliid