Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes

OVA scheme vs. single machine approach in feature selection for microarray datasets p. 10 Similarity searching in DNA sequences by spectral distortion measures p. 24 Multispecies gene entropy estimation, a data mining approach p. 38 A unified approach for discovery of interesting association rules in medical databases p. 53 Named relationship mining from medical literature p. 64 Experimental study of evolutionary based method of rule extraction from neural networks in medical data p. 76 HTTPHunting : an IBR approach to filtering dangerous HTTP traffic p. 91 A comparative performance study of feature selection methods for the anti-spam filtering domain p. 106 Evaluation of Web robot discovery techniques : a benchmarking study p. 121 Data preparation of Web log files for marketing aspects analyses p. 131 UP-DRES : user profiling for a dynamic REcommendation system p. 146 Improving effectiveness on clickstream data mining p. 161 Conceptual knowledge retrieval with FooCA : improving Web search engine results with contexts and concept hierarchies p. 176 A pruning based incremental construction algorithm of concept lattice p. 191 Association rule mining with chi-squared test using alternate genetic network programming p. 202 Ordinal classification with monotonicity constraints p. 217 Local modelling in classification on different feature subspaces p. 226 Supervised selection of dynamic features, with an application to telecommunication data preparation p. 239 Using multi-SOMs and multi-neural-gas as neural classifiers p. 250 Derivative free stochastic discrete gradient method with adaptive mutation p. 264 Association analysis of customer services from the enterprise customer management system p. 279 Feature selection in an electric billing database considering attribute inter-dependencies p. 284 Learning the reasons why groups of consumers prefer some food products p. 297 Exploiting randomness for feature selection in multinomial logit : a CRM cross-sell application p. 310 Data mining analysis on Italian family preferences and expenditures p. 324 Multiobjective evolutionary induction of subgroup discovery fuzzy rules : a case study in marketing p. 337 A scatter search algorithm for the automatic clustering problem p. 350 Multi-objective parameters selection for SVM classification using NSGA-II p. 365 Effectiveness evaluation of data mining based IDS p. 377 Spectral discrimination of Southern Victorian salt tolerant vegetation p. 389 A generative graphical model for collaborative filtering of visual content p. 404 A variable initialization approach to the EM algorithm for better estimation of the parameters of hidden Markov model based acoustic modeling of speech signals p. 416