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ORCID6. Industrial Conference on Data Mining 2006: Leipzig, Germany
- Petra Perner:
Advances in Data Mining, Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings. Lecture Notes in Computer Science 4065, Springer 2006, ISBN 3-540-36036-0
Data Mining in Medicine
- Rainer Schmidt, Tina Waligora:
Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes. 1-9 - Chia Huey Ooi
, Madhu Chetty, Shyh Wei Teng:
OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets. 10-23 - Tuan Duc Pham:
Similarity Searching in DNA Sequences by Spectral Distortion Measures. 24-37 - Xiaoxu Han:
Multispecies Gene Entropy Estimation, a Data Mining Approach. 38-52 - Harleen Kaur, Siri Krishan Wasan, Ahmed Sultan Al-Hegami, Vasudha Bhatnagar:
A Unified Approach for Discovery of Interesting Association Rules in Medical Databases. 53-63 - Isabelle Bichindaritz:
Named Relationship Mining from Medical Literature. 64-75 - Urszula Markowska-Kaczmar, Rafal Matkowski:
Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data. 76-90
Web Mining and Logfile Analysis
- Florentino Fdez-Riverola, Lourdes Borrajo, Rosalía Laza, Francisco J. Rodríguez, David Martínez:
http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic. 91-105 - José Ramón Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado:
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain. 106-120 - Nick Geens, Johan Huysmans, Jan Vanthienen:
Evaluation of Web Robot Discovery Techniques: A Benchmarking Study. 121-130 - Meike Reichle, Petra Perner, Klaus-Dieter Althoff:
Data Preparation of Web Log Files for Marketing Aspects Analyses. 131-145 - Enza Messina, Daniele Toscani, Francesco Archetti:
UP-DRES User Profiling for a Dynamic REcommendation System. 146-160 - Cristina Wanzeller, Orlando Belo:
Improving Effectiveness on Clickstream Data Mining. 161-175 - Bjoern Koester:
Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies. 176-190
Theoretical Aspects of Data Mining
- Zhang Ji-Fu, Hu Li-Hua, Zhang Su-Lan:
A Pruning Based Incremental Construction Algorithm of Concept Lattice. 191-201 - Kaoru Shimada, Kotaro Hirasawa, Jinglu Hu:
Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming. 202-216 - Tomás Horváth, Peter Vojtás:
Ordinal Classification with Monotonicity Constraints. 217-225 - Gero Szepannek, Claus Weihs:
Local Modelling in Classification on Different Feature Subspaces. 226-238 - Sylvain Ferrandiz, Marc Boullé:
Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation. 239-249 - Nils Goerke, Alexandra Scherbart:
Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers. 250-263 - Ranadhir Ghosh, Moumita Ghosh, Adil M. Bagirov:
Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation. 264-278
Data Mining in Marketing
- Sung-Ju Kim, Dong-Sik Yun, Byung-Soo Chang:
Association Analysis of Customer Services from the Enterprise Customer Management System. 279-283 - Manuel Mejía-Lavalle, Eduardo F. Morales:
Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies. 284-296 - Juan José del Coz, Jorge Díez, Antonio Bahamonde, Carlos Sañudo, Matilde Alfonso, Philippe Berge, Eric Dransfield, Costas Stamataris, Demetrios Zygoyiannis, Tyri Valdimarsdottir, Edi Piasentier, Geoffrey Nute, Alan Fisher:
Learning the Reasons Why Groups of Consumers Prefer Some Food Products. 297-309 - Anita Prinzie, Dirk Van den Poel:
Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application. 310-323 - Paola Annoni, Pier Alda Ferrari, Silvia Salini:
Data Mining Analysis on Italian Family Preferences and Expenditures. 324-336 - Francisco José Berlanga, María José del Jesus, Pedro González, Francisco Herrera, Mikel Mesonero:
Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing. 337-349 - Rasha Shaker Abdule-Wahab, Nicolas Monmarché, Mohamed Slimane, Moaid A. Fahdil, Hilal H. Saleh:
A Scatter Search Algorithm for the Automatic Clustering Problem. 350-364 - Li Xu, Chunping Li:
Multi-objective Parameters Selection for SVM Classification Using NSGA-II. 365-376 - Agustín Orfila, Javier Carbó, Arturo Ribagorda:
Effectiveness Evaluation of Data Mining Based IDS. 377-388
Mining Signals and Images
- Chris Matthews, Rob Clark, Leigh Callinan:
Spectral Discrimination of Southern Victorian Salt Tolerant Vegetation. 389-403 - Sabri Boutemedjet, Djemel Ziou:
A Generative Graphical Model for Collaborative Filtering of Visual Content. 404-415 - Md. Shamsul Huda, Ranadhir Ghosh, John Yearwood:
A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals. 416-430 - Vassili A. Kovalev:
Mining Dichromatic Colours from Video. 431-443 - Christian Simmermacher, Da Deng, Stephen Cranefield:
Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study. 444-458 - Julie Wilson:
Automated Classification of Images from Crystallisation Experiments. 459-473
Aspects of Data Mining
- Zhi-jun Xie, Hong Chen, Cuiping Li:
An Efficient Algorithm for Frequent Itemset Mining on Data Streams. 474-491 - Peter Funk, Ning Xiong:
Discovering Key Sequences in Time Series Data for Pattern Classification. 492-505 - Geert Gins, Jairo Jose Espinosa, Ilse Y. Smets, Wim Van Brempt, Jan F. M. Van Impe:
Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction. 506-510 - Tim K. Cocx, Walter A. Kosters:
A Distance Measure for Determining Similarity Between Criminal Investigations. 511-525 - Pedro Gabriel Ferreira, Ronnie Alves, Orlando Belo, Luís Cortesão:
Establishing Fraud Detection Patterns Based on Signatures. 526-538 - Klaus-Dieter Althoff, Björn Decker, Alexandre Hanft, Jens Mänz, Régis Newo, Markus Nick, Jörg Rech, Martin Schaaf:
Intelligent Information Systems for Knowledge Work(ers). 539-547 - Paolo Baldini, Silvia Figini, Paolo Giudici:
Nonparametric Approaches for e-Learning Data. 548-560 - Joon Hur, Hongchul Lee, Jun-Geol Baek:
An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining. 561-575 - Horst Bunke, Peter J. Dickinson, Andreas Humm, Christophe Irniger, Miro Kraetzl:
Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling. 576-590
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