Industrial Conference on Data Mining 2008 (original) (raw)



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8. Industrial Conference on Data Mining 2008: Leipzig, Germany

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Petra Perner
:
Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008, Proceedings. Lecture Notes in Computer Science 5077, Springer 2008, ISBN 978-3-540-70717-2
Lifescience and Biotechnological Applications for Data Mining

Rainer Schmidt, Tina Waligora, Olga Vorobieva:
Prototypes for Medical Case-Based Applications. 1-15

Benjamin Auffarth, Maite López
, Jesús Cerquides
:
Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images. 16-31

Fernando Alonso, Loïc Martínez, Aurora Pérez-Pérez
, Agustín Santamaría, Juan Pedro Valente
:
Modelling Medical Time Series Using Grammar-Guided Genetic Programming. 32-46

Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner:
Data Mining with Neural Networks for Wheat Yield Prediction. 47-56

Albert Fornells
, Eva Armengol, Elisabet Golobardes, Susana Puig
, Josep Malvehy:
Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain. 57-71

Le Thi Hoai An
, Le Hoai Minh, Nguyen Trong Phuc, Pham Dinh Tao:
Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA. 72-86

Bruno Direito
, António Dourado, Francisco Sales, Marco Vieira
:
An Application for Electroencephalogram Mining for Epileptic Seizure Prediction. 87-101

Sara Colantonio
, Ovidio Salvetti
, Marco Tampucci:
An Infrastructure for Mining Medical Multimedia Data. 102-113

Klaus-Dieter Althoff, Kerstin Bach
, Meike Reichle:
Realizing Modularized Knowledge Models for Heterogeneous Application Domains. 114-128
Clustering and Classification

Joanna Jedrzejowicz
, Piotr Jedrzejowicz:
GEP-Induced Expression Trees as Weak Classifiers. 129-141

Jinfeng Wang, Kwong-Sak Leung, Kin-Hong Lee, Zhenyuan Wang:
Projection with Double Nonlinear Integrals for Classification. 142-152

Gero Szepannek
, Julia Schiffner, Julie Wilson, Claus Weihs:
Local Modelling in Classification. 153-164

Ladan Malazizi, Daniel Neagu
, Qasim Chaudhry:
Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm. 165-176

Leon Bobrowski
:
CPLClustering with Feature Costs. 177-188
Association Rule Mining
E-Mail, WebMining

José Ramón Méndez
, I. Cid, Daniel Glez-Peña
, Miguel Rocha
, Florentino Fdez-Riverola:
A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters. 213-227

I. Cid, L. R. Janeiro, José Ramón Méndez
, Daniel Glez-Peña
, Florentino Fdez-Riverola
:
The Impact of Noise in Spam Filtering: A Case Study. 228-241

Laurent Candillier, Frank Meyer, Françoise Fessant:
Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems. 242-255

Peter Géczy, Noriaki Izumi, Shotaro Akaho
, Kôiti Hasida
:
Browsing Assistance Service for Intranet Information Systems. 256-267

Radhouane Guermazi
, Mohamed Hammami
, Abdelmajid Ben Hamadou:
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis. 268-282

Dong (Haoyuan) Li, Anne Laurent, Pascal Poncelet:
Mining Unexpected Web Usage Behaviors. 283-297
Information Retrieval

Alexandra Brügger, Horst Bunke, Peter J. Dickinson, Kaspar Riesen
:
Generalized Graph Matching for Data Mining and Information Retrieval. 298-312
Industrial Applications

Zohreh Nazeri, Daniel Barbará, Kenneth A. De Jong, George L. Donohue, Lance Sherry
:
Contrast-Set Mining of Aircraft Accidents and Incidents. 313-322

David A. Holland:
Using Data Mining to Build Integrated Discrete Event Simulations. 323-329

Calin Ciufudean
, Constantin Filote
, Dumitru Amarandei:
Control Charts of Workflows. 330-344
Frequent Item Set, Sequence Mining

Haibin Cheng, Ruofei Zhang
, Yefei Peng, Jianchang Mao, Pang-Ning Tan
:
Maximum Margin Active Learning for Sequence Labeling with Different Length. 345-359

Yucai Feng, Tao Jiang, Yingbiao Zhou, Li Junkui:
An Efficient Similarity Searching Algorithm Based on Clustering for Time Series. 360-373

David Weese, Marcel H. Schulz
:
Efficient String Mining under Constraints Via the Deferred Frequency Index. 374-388
Aspects of Data Mining

Rui Pedro Barbosa, Orlando Belo
:
Autonomous Forex Trading Agents. 389-403

Jonas Poelmans, Paul Elzinga, Stijn Viaene
, Guido Dedene:
An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis. 404-416

Eric J. Pauwels, Paul M. de Zeeuw, Danielle M. Bounantony:
Leatherbacks Matching by Automated Image Recognition. 417-425

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