Workshop proceedings (PDF, 3.4 MB)

Friday, August 25, 2006

2:00 pmOpening of IDAMAP Workshop
Niels Peek and Carlo Combi
 
2:15 pmInvited presentation
Amar Das
 
3:00 pmPaper session: Temporal Data Mining
***  F Guil, JM Juarez, R Marin
Mining Possibilistic Temporal Constraint Networks: A Case Study in Diagnostic Evolution at Intensive Care Units
***  L Sacchi, M Verduijn, N Peek, E de Jonge, B de Mol, R Bellazzi
Describing and Modeling Time Series based on Qualitative Temporal Abstraction
***  S Badaloni, M Falda
Mining Temporal Characterization of Ill-known Diseases
 
4:45 pmBreak (including demos)
 
5:15 pmPaper session: Signal and Image Processing
***  U Castellani, M Cristani, P Marzola, V Murino, E Rossato, A Sbarbati
Cancer Area Characterization by Non-Parametric Clustering
***  M Verduijn, N Peek, E de Jonge, B de Mol
A Procedure for Automated Filtering of ICU Monitoring Data using Basic Smoothing Techniques and Clinical Judgement
*  N Brümmer, J Baumeister, D Riewenherm, F Puppe, J Broscheit
Visual Development of Temporal Patterns for Medical Data Abstraction
 
6:00 pmEnd of Day 1
 
8:00 pmDinner


Saturday, August 26, 2006

9:00 amInvited presentation
Xiaohui Liu
 
9:45 pmPaper session: Bioinformatics
***  T Curk, U Petrovic, G Shaulsky, B Zupan,
Rule-based Clustering for Gene Regulation Pattern Discovery
***  G Santafé, J A Lozano, P Larrañaga
Describing and Modeling Time Series based on Qualitative Temporal Abstraction
*  F Ferrazzi, P Sebastiani, R Bellazzi, I S Kohane, M F Ramoni
Identification of Feedback Structures from Gene Expression Time Series
*  K Kulovesi, J Muhonen, I Lappalainen, P T Riikonen, M Vihinen, H Toivonen, T A Pasanen
Visualisation of Associations Between Nucleotides in SNP Neighbourhoods
 
11:00 amBreak (including demos)
 
11:30 pmPaper session: Markov Models
***  M A J van Gerven, F J Díez, B G Taal, P J F Lucas
Prognosis of High-grade Carcinoid Tumor Patients using Dynamic Limited-Memory Influence Diagrams
***  T Charitos, S Visscher, L C van der Gaag, P Lucas, K Schurink
A Dynamic Model for Therapy Selection in ICU Patients with VAP
***  L Peelen, N Peek, R J Bosman
Describing Scenarios for Disease Episodes and Estimating Their Probability: a new Approach with an Application in Intensive Care
 
12:45 amLunch
 
2:30 pmPanel discussion: An infrastructure for collaboration in time series analysis
***  J Hunter
TSNet � A Distributed Architecture for Time Series Analysis
 
3:25 pmPaper session: Information Retrieval, Data Mining
***  T B R�st, Øystein Nytrø, A Grimsmo
Investigating the Value of Diagnosis Codes in the Primary Care Patient Record
*  O Edsberg, S J Nordbø, Øystein Nytrø, A Grimsmo
Event Chart Explorer: A Prototype for Visualizing Collections of Patient Histories
*  A Shillabeer, J F Roddick, D de Vries
On the Arguments Against the Application of Data Mining to Medical Data Analysis
 
4:00 pmClosing

During the breaks there will be demos of various intelligent data analysis tools and systems that are presented in the sessions.

Timining of presentations:

Invited talks: 35 minutes + 10 minutes discussion
Long presentations (***): 20+5 minutes
Short presentation (*): 8+2 minutes