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ORCID8. Industrial Conference on Data Mining 2008: Leipzig, Germany
- 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
- Ron S. Kenett, Silvia Salini:
Relative Linkage Disequilibrium: A New Measure for Association Rules. 189-199 - M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen:
Weighted Association Rule Mining from Binary and Fuzzy Data. 200-212
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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