6. Industrial Conference on Data Mining 2006: Leipzig, Germany

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, Rosalia Laza, Francisco J. Rodríguez, David Martínez:
  http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic. 91-105
  
• José Ramon 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 Jesús, Pedro González, Francisco José 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, Chen Hong, 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 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