دانلود کتاب 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

فهرست مطالب :

Front Matter....Pages -
Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes....Pages 1-9
OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets....Pages 10-23
Similarity Searching in DNA Sequences by Spectral Distortion Measures....Pages 24-37
Multispecies Gene Entropy Estimation, a Data Mining Approach....Pages 38-52
A Unified Approach for Discovery of Interesting Association Rules in Medical Databases....Pages 53-63
Named Relationship Mining from Medical Literature....Pages 64-75
Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data....Pages 76-90
http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic....Pages 91-105
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain....Pages 106-120
Evaluation of Web Robot Discovery Techniques: A Benchmarking Study....Pages 121-130
Data Preparation of Web Log Files for Marketing Aspects Analyses....Pages 131-145
UP-DRES User Profiling for a Dynamic REcommendation System....Pages 146-160
Improving Effectiveness on Clickstream Data Mining....Pages 161-175
Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies....Pages 176-190
A Pruning Based Incremental Construction Algorithm of Concept Lattice....Pages 191-201
Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming....Pages 202-216
Ordinal Classification with Monotonicity Constraints....Pages 217-225
Local Modelling in Classification on Different Feature Subspaces....Pages 226-238
Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation....Pages 239-249
Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers....Pages 250-263
Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation....Pages 264-278
Association Analysis of Customer Services from the Enterprise Customer Management System....Pages 279-283
Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies....Pages 284-296
Learning the Reasons Why Groups of Consumers Prefer Some Food Products....Pages 297-309
Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application....Pages 310-323
Data Mining Analysis on Italian Family Preferences and Expenditures....Pages 324-336
Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing....Pages 337-349
A Scatter Search Algorithm for the Automatic Clustering Problem....Pages 350-364
Multi-objective Parameters Selection for SVM Classification Using NSGA-II....Pages 365-376
Effectiveness Evaluation of Data Mining Based IDS....Pages 377-388
Spectral Discrimination of Southern Victorian Salt Tolerant Vegetation....Pages 389-403
A Generative Graphical Model for Collaborative Filtering of Visual Content....Pages 404-415
A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals....Pages 416-430
Mining Dichromatic Colours from Video....Pages 431-443
Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study....Pages 444-458
Automated Classification of Images from Crystallisation Experiments....Pages 459-473
An Efficient Algorithm for Frequent Itemset Mining on Data Streams....Pages 474-491
Discovering Key Sequences in Time Series Data for Pattern Classification....Pages 492-505
Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction....Pages 506-510
A Distance Measure for Determining Similarity Between Criminal Investigations....Pages 511-525
Establishing Fraud Detection Patterns Based on Signatures....Pages 526-538
Intelligent Information Systems for Knowledge Work(ers)....Pages 539-547
Nonparametric Approaches for e-Learning Data....Pages 548-560
An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining....Pages 561-575
Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling....Pages 576-590
Back Matter....Pages -