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 Artificial Intelligence 2008 edition

Marc Notes: ICDM 2007 was the eighth event of the Industrial Conference on Data Mining--Pref.; With online resource.; Includes bibliographical references and index. Table of Contents: Lifescience and Biotechnological Applications for Data Mining -- Prototypes for Medical Case-Based Applications / Rainer Schmidt, Tina Waligora, Olga Vorobieva -- Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images / Benjamin Auffarth, Maite Lopez, Jesus Cerquides -- Modelling Medical Time Series Using Grammar-Guided Genetic Programming / Fernando Alonso, Loic Martinez, Aurora Perez, Agustin Santamaria, Juan Pedro Valente -- Data Mining with Neural Networks for Wheat Yield Prediction / Georg Russ, Rudolf Kruse, Martin Schneider, Peter Wagner -- Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain / A. Fornells, E. Armengol, E. Golobardes, S. Puig, J. Malvehy -- Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA / Le Thi Hoai An, Le Hoai Minh, Nguyen Trong Phuc, Pham Dinh Tao -- An Application for Electroencephalogram Mining for Epileptic Seizure Prediction / Bruno Direito, Antonio Dourado, Francisco Sales, Marco Vieira -- An Infrastructure for Mining Medical Multimedia Data / Sara Colantonio, Ovidio Salvetti, Marco Tampucci -- Realizing Modularized Knowledge Models for Heterogeneous Application Domains / Klaus-Dieter Althoff, Kerstin Bach, Meike Reichle -- Clustering and Classification -- GEP-Induced Expression Trees as Weak Classifiers / Joanna Jedrzejowicz, Piotr Jedrzejowicz -- Projection with Double Nonlinear Integrals for Classification / JinFeng Wang, KwongSak Leung, KinHong Lee, ZhenYuan Wang -- Local Modelling in Classification / Gero Szepannek, Julia Schiffner, Julie Wilson, Claus Weihs -- Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm / Ladan Malazizi, Daniel Neagu, Qasim Chaudhry -- CPL Clustering with Feature Costs / Leon Bobrowski -- Association Rule Mining -- Relative Linkage Disequilibrium: A New Measure for Association Rules / Ron Kenett, Silvia Salini -- Weighted Association Rule Mining from Binary and Fuzzy Data / M. Sulaiman Khan, Maybin Muyeba, Frans Coenen -- E-Mail, WebMining -- A Comparative Impact Study of Attribute Selection Techniques on Naive Bayes Spam Filters / J. R. Mendez, I. Cid, D. Glez-Pena, M. Rocha, F. Fdez-Riverola -- The Impact of Noise in Spam Filtering: A Case Study / I. Cid, L. R. Janeiro, J. R. Mendez, D. Glez-Pena, F. Fdez-Riverola -- Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems / Laurent Candillier, Frank Meyer, Francoise Fessant -- Browsing Assistance Service for Intranet Information Systems / Peter Geczy, Noriaki Izumi, Shotaro Akaho, Koiti Hasida -- WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis / Radhouane Guermazi, Mohamed Hammami, Abdelmajid Ben Hamadou -- Mining Unexpected Web Usage Behaviors / Dong (Haoyuan) Li, Anne Laurent, Pascal Poncelet -- Information Retrieval -- Generalized Graph Matching for Data Mining and Information Retrieval / Alexandra Brugger, Horst Bunke, Peter Dickinson, Kaspar Riesen -- Industrial Applications -- Contrast-Set Mining of Aircraft Accidents and Incidents / Zohreh Nazeri, Daniel Barbara, Kenneth De Jong, George Donohue, Lance Sherry -- Using Data Mining to Build Integrated Discrete Event Simulations / David A. Holland -- Control Charts of Workflows / Calin Ciufudean, Constantin Filote, Dumitru Amarandei -- Frequent Item Set, Sequence Mining -- Maximum Margin Active Learning for Sequence Labeling with Different Length / Haibin Cheng, Ruofei Zhang, Yefei Peng, Jianchang Mao, Pang-Ning Tan -- An Efficient Similarity Searching Algorithm Based on Clustering for Time Series / Yucai Feng, Tao Jiang, Yingbiao Zhou, Junkui Li -- Efficient String Mining under Constraints Via the Deferred Frequency Index / David Weese, Marcel H. Schulz -- Aspects of Data Mining -- Autonomous Forex Trading Agents / Rui Pedro Barbosa, Orlando Belo -- An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis / Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene -- Leatherbacks Matching by Automated Image Recognition / Eric J. Pauwels, Paul M. de Zeeuw, Danielle M. Bounantony -- Author Index.