Advances in Data Mining

Data Mining in Medicine.- Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes.- OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets.- Similarity Searching in DNA Sequences by Spectral Distortion Measures.- Multispecies Gene Entropy Estimation, a Data Mining Approach.- A Unified Approach for Discovery of Interesting Association Rules in Medical Databases.- Named Relationship Mining from Medical Literature.- Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data.- Web Mining and Logfile Analysis.- httpHunting: An IBR Approach to Filtering Dangerous HTTP Traffic.- A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain.- Evaluation of Web Robot Discovery Techniques: A Benchmarking Study.- Data Preparation of Web Log Files for Marketing Aspects Analyses.- UP-DRES User Profiling for a Dynamic REcommendation System.- Improving Effectiveness on Clickstream Data Mining.- Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies.- Theoretical Aspects of Data Mining.- A Pruning Based Incremental Construction Algorithm of Concept Lattice.- Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming.- Ordinal Classification with Monotonicity Constraints.- Local Modelling in Classification on Different Feature Subspaces.- Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation.- Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers.- Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation.- Data Mining in Marketing.- Association Analysis of Customer Services from the Enterprise Customer Management System.- Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies.- Learning the Reasons Why Groups of Consumers Prefer Some Food Products.- Exploiting