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8. Industrial Conference on Data Mining 2009: Leipzig, Germany
- Petra Perner:
Advances in Data Mining. Applications and Theoretical Aspects, 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009. Proceedings. Lecture Notes in Computer Science 5633, Springer 2009, ISBN 978-3-642-03066-6
Invited Talk
- Claus Weihs, Gero Szepannek
:
Distances in Classification. 1-12
Data Mining in Medicine and Agriculture
- José Chilo, György Horvath, Thomas Lindblad, Roland Olsson:
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms. 13-23 - Georg Ruß:
Data Mining of Agricultural Yield Data: A Comparison of Regression Models. 24-37 - Alejandra Urtubia
Study of Principal Components on Classification of Problematic Wine Fermentations. 38-43 - Kazuhiko Shinozawa, Norihiro Hagita, Michiko Furutani, Rumiko Matsuoka:
A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check. 44-50 - Weiqi Wang, Yanbo J. Wang, René Bañares-Alcántara, Zhanfeng Cui
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation. 51-61 - Hugo Peixoto
Computer-Aided Diagnosis in Brain Computed Tomography Screening. 62-72 - Ana Isabel Aguilera
Knowledge Representation in Difficult Medical Diagnosis. 73-87
Data Mining in Marketing, Finance and Telecommunication
- Serge Parshutin, Ludmila Aleksejeva, Arkady Borisov:
Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System. 88-102 - Stephen L. France, J. Douglas Carroll:
Visualizing the Competitive Structure of Online Auctions. 103-116 - Monika Szczerba, Andrzej Ciemski:
Credit Risk Handling in Telecommunication Sector. 117-130 - Viara Popova, Robert I. John, David Stockton:
Sales Intelligence Using Web Mining. 131-145 - Bernhard Brühl, Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods. 146-160
Data Mining in Process Control, Industry and Society
- A. Alzghoul, Antanas Verikas, Magnus Hållander, Marija Bacauskiene, Adas Gelzinis:
Screening Paper Runnability in a Web-Offset Pressroom by Data Mining. 161-175 - Fabio Tango, Marco Botta:
Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques. 176-190 - Julien Rabatel, Sandra Bringay, Pascal Poncelet
SO_MAD: SensOr Mining for Anomaly Detection in Railway Data. 191-205 - Andriy Ivannikov, Mykola Pechenizkiy
Online Mass Flow Prediction in CFB Boilers. 206-219 - Omar Baqueiro, Yanbo J. Wang, Peter McBurney
Integrating Data Mining and Agent Based Modeling and Simulation. 220-231 - António Dourado, Sara Silva
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring. 232-246 - Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene:
A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence. 247-260
Data Mining on Multimedia Data
- Marko Robnik-Sikonja
Ordinal Evaluation: A New Perspective on Country Images. 261-275 - Sascha Schimke, Maik Schott, Claus Vielhauer, Jana Dittmann:
Evaluation of Fusion for Similarity Searching in Online Handwritten Documents. 276-290 - Volkmar Frinken, Horst Bunke:
Self-training Strategies for Handwriting Word Recognition. 291-300 - Dimitrios A. Karras
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background. 301-309
Theoretical Aspects of Data Mining
- Jeong-Hoon Lee, Yoon-Joon Lee, Minho Park:
Clustering with Domain Value Dissimilarity for Categorical Data. 310-324 - Sebastian Klenk, Dennis Thom, Gunther Heidemann:
The Normalized Compression Distance as a Distance Measure in Entity Identification. 325-337 - Chad A. Williams
Attribute Constrained Rules for Partially Labeled Sequence Completion. 338-352 - Dan A. Simovici, Dan Pletea, Rosanne Vetro:
Mining Determining Sets for Partially Defined Functions. 353-360 - Dimitris A. Karras
On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features. 361-371 - P. M. Papazoglou, Dimitrios A. Karras
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies. 372-387 - Sanguthevar Rajasekaran, Ofer Harel, Michael Zuba, Gregory J. Matthews, Robert H. Aseltine:
Responsible Data Releases. 388-400
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