ICDM Program


01.00 pm
04.00 pm
Decision Trees Induction

Andrea Ahlemeyer-Stubbe

First Conference Day July, 16 2007

08.00 am Registration
09.00 am Welcome and Opening
Petra Perner
Conference Chair
09.10 am Invited Talk
Case Based Reasoning and the Search for Knowledge

Michael Richter
University of Calgary | Canada

Aspects of Classification and Prediction

10.00 am Subsets more representative than random ones
Ilia Rimovich Nouretdinov
10.15 am Concepts for Novelty Detection and Handling based on Case-Based Reasoning
Petra Perner
10.30 am An efficient algorithm for instance-based learning on data streams
Juergen Beringer, Eyke Huellermeier
10.45 am Coffee Break
Opening of Industrial Exhibition

Data Mining in Medicine

11.15 am ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialyse Patients
Rainer Schmidt
11.30 am The Role of Prototypical Cases in Biomedical Case-Based Reasoning
Isabelle Bichindaritz

Time Series and Frequent Pattern Mining

11.45 am Privacy-preserving Discovery of Frequent Patterns in Time Series
Josenildo Costa da Silva, Matthias Klusch
12.00 am Efficient Non Linear Time Series Prediction using Non Linear Signal Analysis and Neural Networks
Michalis P. Hanias, Dimitrios A. Karras

Association Minnig

12.15 am Using Disjunctions in Association Mining
Martin Ralbovsky, Tomas Kuchar
Czech Republik

Applications of Data Mining

12.30 am A Search Space Reduction Methodology for Large Databases: A Case Study
Ángel Kuri-Morales, Fátima Rodríguez
12.45 am Lunch

Applications in Data Mining

01.45 pm Combining traditional and neural-based techniques for ink feed control in a newspaper printing press
Cristofer Englund and Antanas Verikas
02.00 pm Active Learning Strategies: a case study for detection of emotions in speech
Alexis Bondu, Vincent Lemaire, Barbara Poulain
02.15 pm Neural Business Control System
Maria Lourdes Borrajo Diz, Juan Corchado, Emilio Corchado, Asumptio Pellicer
02.30 pm A Framework for Discovering and Analyzing Changing Customer Segments
Mirko Boettcher, Martin Spott, Detlef Nauck

Web Mining

02.45 pm Predicting Page Occurence in a Click-stream Data: Statistical and Rule-based Approach
Petr Berka and Martin Labsky
Czech Republik
03.00 pm Improved IR in Cohesion Model for Link Detection System
Lakshmi Krishnamurthy, Saswati Mukherjee
03.15 pm Improving a State-of-the-art Named Entity Recognition System Using the World Wide Web
Richárd Farkas, György Szarvas
03.30 pm Coffee Break
03.30 pm

Opening Poster Session

Graph Theory Support of Human Resource Management: The First Part - Database Creation
Gregor Molan, Marija Molan
K-means Algorithm Refinement: Auto-generation of Initial Number of Cluster and Centroid
Wan Maseri Binti Wan Mohd, Jasni Binti Mohd Zain, Abdullah Bin Embong
A Study on the Multiple-Speech Synthesis Using Pitch Alteration Method
JongKuk Kim, MyungJin Bae
On a Pitch Alteration Technique by Sub-band Scaling in Speech Signal
JongKuk Kim
PCA versus LDA for Dental Identification
Young-Suk Shin
Automatic Hypotheses Formation on the Relationships of Bioluminescence of Pseudomonas fluorescens HK44 and the Structure of Inducing Compounds
Josef Trogl, Jaroslava Halova, Gabriela Kuncova, Lenka Kubicova , Patrik Parik, Katerina Demnerova, Steven Ripp and Gary S. Sayler
Comparative Approach of Intensity versus Optical Density Information via Edge Detection to Generate Boundaries of a Brain Tumor
Bahar Dirican, Kaan Oysul, Alper Pahsa and Murat Beyzadeoglu
Fast Decision Tree Construction
Ping He, Xiaohua Xu, Ling Chen
Markov-Blanket Based Strategy for Translating a Bayesian Classifier into a Reduced Set of Classification Rules
Estevam Rafael Hruschka Jr., Maria do Carmo Nicoletti, Vilma A. de Oliveira and Glaucia M. Bressan
Video Mining Architecture for Automatic Classification of Video
Prashant Giridhar Shambharkar, Sanjay Silakari
Class Separability Measure for The Local Selective Partitioning Method
Iryna Skrypnyk
An Efficient Classifier Using Decision Trees and Association Rules
Siyamand Ayubi, Ahmad Baraani, Maybin Muyeba


04.00 pm Clustering by Random Projections
Thierry Urruty, Chabane Djeraba, Dan A. Simovici
04.15 pm Lightweight Clustering Technique for Distributed data mining Applications
Lamine Aouad, Nhien-An Le-Khac, Tahar Kechadi
06.00 pm Banquet
08.00 pm Museum of Historical Music Instruments

Second Conference Day July, 17 2007

09.00 am Invited Talk
How to combine Data Mining and Market-Research Technologies?

Andrea Ahlemeyer-Stubbe
Business Intelligence, Marketing & More, Germany

Aspects of Classification

10.00 am Softening the margin in discrete SVM
Carlotta Orsenigo, Carlo Vercellis
10.15 am Feature Selection Using Ant Colony Optmization (ACO): A New Method and Comparative Study in the Application of Face Recognition System
Hamidreza Rashidy Kanan, Karim Faez
10.30 am Outlier Detection With Streaming Dyadic Decomposition
Chetan Gupta, Robert Grossman
10.45 am VISRED – Numerical Data Mining with Linear and Nonlinear Techniques
Antonio Dourado, Edgar Ferreira, Paulo Barbeiro
11.00 pm

Invited Discussion Forum

Occupational Image of the Data Miner
Peter Gentsch
Business Intelligence Group GmbH, Germany

11.30 am Coffee Break
12.00 am Poster Session
12.15 am Collaborative Filtering using Electrical Resistance Network Models with Negative Edges
Jérôme Kunegis, Stephan Schmidt
12.30 am Visual query and exploration system for temporal relational database
Shaul Ben Michael
12.45 am Towards an Online Image-Based Tree Taxonomy
Paul de Zeeuw, Elena Ranguelova, Eric Pauwels
01.00 pm Distributed Generative Data Mining
Ruy Ramos, Rui Camacho
01.15 pm Lunch
02.15 pm Workshop on Data Mining in Marketing DMM´2007
02.15 pm Workshop Data Mining in Life Sciences
06.15 pm Announcement of the Best Paper Award
Announcement of ICDM 2008
 Nomination for the Best Paper Award

mission | ICDM´2009 | past events | publications | tutorial days | contact

Advances in Data Mining

Special Issue
Appeared: 2006

Advances in Data Mining

IBaI Publishing
ISSN: 1865-6781

Advances in Data Mining

Springer Verlag
ISBN: 978-3540707172

Data Mining and Multimedia Data

Springer Verlag
ISBN: 3-540-00317-7



Logfile-Analysetool NetLog

Logfile-Analysetool NetLog