This book constitutes the refereed proceedings of the 9th Industrial Conference on Data Mining, ICDM 2009, held in Leipzig, Germany in July 2009.
The 32 revised full papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in topical sections on data mining in medicine and agriculture, data mining in marketing, finance and telecommunication, data mining in process control, industry and society, data mining on multimedia data and theoretical aspects of data mining.
Author(s): Claus Weihs, Gero Szepannek (auth.), Petra Perner (eds.)
Series: Lecture Notes in Computer Science 5633 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 402
Tags: Data Mining and Knowledge Discovery; Multimedia Information Systems; Image Processing and Computer Vision; Information Systems Applications (incl.Internet); Database Management; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Distances in Classification....Pages 1-12
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms....Pages 13-23
Data Mining of Agricultural Yield Data: A Comparison of Regression Models....Pages 24-37
Study of Principal Components on Classification of Problematic Wine Fermentations....Pages 38-43
A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check....Pages 44-50
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation....Pages 51-61
Computer-Aided Diagnosis in Brain Computed Tomography Screening....Pages 62-72
Knowledge Representation in Difficult Medical Diagnosis....Pages 73-87
Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System....Pages 88-102
Visualizing the Competitive Structure of Online Auctions....Pages 103-116
Credit Risk Handling in Telecommunication Sector....Pages 117-130
Sales Intelligence Using Web Mining....Pages 131-145
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods....Pages 146-160
Screening Paper Runnability in a Web-Offset Pressroom by Data Mining....Pages 161-175
Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques....Pages 176-190
SO_MAD: SensOr Mining for Anomaly Detection in Railway Data....Pages 191-205
Online Mass Flow Prediction in CFB Boilers....Pages 206-219
Integrating Data Mining and Agent Based Modeling and Simulation....Pages 220-231
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring....Pages 232-246
A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence....Pages 247-260
Ordinal Evaluation: A New Perspective on Country Images....Pages 261-275
Evaluation of Fusion for Similarity Searching in Online Handwritten Documents....Pages 276-290
Self-training Strategies for Handwriting Word Recognition....Pages 291-300
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background....Pages 301-309
Clustering with Domain Value Dissimilarity for Categorical Data....Pages 310-324
The Normalized Compression Distance as a Distance Measure in Entity Identification....Pages 325-337
Attribute Constrained Rules for Partially Labeled Sequence Completion....Pages 338-352
Mining Determining Sets for Partially Defined Functions....Pages 353-360
On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features....Pages 361-371
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies....Pages 372-387
Responsible Data Releases....Pages 388-400
Back Matter....Pages -
