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Institut for Informatik & Matematisk Modellering. Forskningsområder (10 Sektioner). Mathematical modelling: Scientific Computing: Per Christian Hansen Mathematical Statistics: Per Bruun Brockhoff Intelligent Signal Processing: Lars Kai Hansen

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Institut for Informatik & Matematisk Modellering

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Institut for informatik matematisk modellering

Institut for

Informatik & Matematisk Modellering

Lund 18. December 2008


Institut for informatik matematisk modellering

Forskningsområder

(10 Sektioner)

  • 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

Lund 18. December 2008


Institut for informatik matematisk modellering

[email protected]

Informatics

  • Statistics Section (produced 3 Ph.D.s/year in 10 years)

  • Image analysis Section (produced 2-3 Ph.D.s/year in 10 years)

  • Intelligent Signal Processing Section (ISP)(produced 3-4 Ph.D.s/year in 10 years)

Roughly: 100 Ph.D.s in recent 10 years

Lund 18. December 2008


Institut for informatik matematisk modellering

Cognitive SystemsSection

(Potential new name)

Integrating Signal Processing, Machine Learning,

Cognitive Engineering for the Digital Economy

Lars Kai Hansen

Professor, Sektionsleder

The Data, Users, Knowledge Vision

Lund 18. December 2008


Institut for informatik matematisk modellering

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


Institut for informatik matematisk modellering

Image Analysis Section

Rasmus Larsen, Professor

Sektionsleder

  • 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

Lund 18. December 2008


Institut for informatik matematisk modellering

Statistics Section

Per Bruun Brockhoff, Professor

Sektionsleder

Some recent key figures: (Self evaluation report, Dec 2008)

STATInformatics

Research VIP (1/3 2008) 7.5 48.5

VIP for teaching (faculty) 7.5 52.5

Refereed articles 03-07 141 372

Conference papers 03-07 76 548

PhD students (Oct. 1st, 2008) 22 72

Number of PhD grad. 03-07 15 72

MSc theses 2007 19 118

MSc theses 2006 16 113

External funding DKK

mill. 06-08 26,6 85,2

Lund 18. December 2008


Institut for informatik matematisk modellering

Statistics Section

Methodological 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


Institut for informatik matematisk modellering

Statistics Section

Methodological 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


Institut for informatik matematisk modellering

Statistics Section

Example: 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 Institute

Chr. Hansen A/S

ChewTech A/S

Bang & Olufsen

Norway: (Supported by Norwegian Research Council)

Matforsk, Ås, Norway

Tine, Gilde, Arcus AS,

Hennig Olsen Is,

Fiskeriforskning

Lund 18. December 2008


Institut for informatik matematisk modellering

ISCC

Klaus K. Andersen

  • '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.

Lund 18. December 2008


Institut for informatik matematisk modellering

ISCC

Henrik Spliid

  • Has the construction of ‘Øresundsbroen’ affected the stock of glass eel?

Lund 18. December 2008


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