Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining

Table of Contents

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   Book Overview
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   Chapter 1 Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes
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   Chapter 2 OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets
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   Chapter 3 Similarity Searching in DNA Sequences by Spectral Distortion Measures
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   Chapter 4 Multispecies Gene Entropy Estimation, a Data Mining Approach
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   Chapter 5 A Unified Approach for Discovery of Interesting Association Rules in Medical Databases
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   Chapter 6 Named Relationship Mining from Medical Literature
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   Chapter 7 Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data
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   Chapter 8 http Hunting: An IBR Approach to Filtering Dangerous HTTP Traffic
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    Chapter 9 A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain
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    Chapter 10 Evaluation of Web Robot Discovery Techniques: A Benchmarking Study
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    Chapter 11 Data Preparation of Web Log Files for Marketing Aspects Analyses
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    Chapter 12 UP-DRES User Profiling for a Dynamic REcommendation System
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    Chapter 13 Improving Effectiveness on Clickstream Data Mining
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    Chapter 14 Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies
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    Chapter 15 A Pruning Based Incremental Construction Algorithm of Concept Lattice
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    Chapter 16 Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming
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    Chapter 17 Ordinal Classification with Monotonicity Constraints
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    Chapter 18 Local Modelling in Classification on Different Feature Subspaces
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    Chapter 19 Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation
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    Chapter 20 Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers
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    Chapter 21 Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation
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    Chapter 22 Association Analysis of Customer Services from the Enterprise Customer Management System
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    Chapter 23 Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies
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    Chapter 24 Learning the Reasons Why Groups of Consumers Prefer Some Food Products
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    Chapter 25 Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application
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    Chapter 26 Data Mining Analysis on Italian Family Preferences and Expenditures
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    Chapter 27 Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing
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    Chapter 28 A Scatter Search Algorithm for the Automatic Clustering Problem
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    Chapter 29 Multi-objective Parameters Selection for SVM Classification Using NSGA-II
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    Chapter 30 Effectiveness Evaluation of Data Mining Based IDS
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    Chapter 31 Spectral Discrimination of Southern Victorian Salt Tolerant Vegetation
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    Chapter 32 A Generative Graphical Model for Collaborative Filtering of Visual Content
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    Chapter 33 A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals
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    Chapter 34 Mining Dichromatic Colours from Video
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    Chapter 35 Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study
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    Chapter 36 Automated Classification of Images from Crystallisation Experiments
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    Chapter 37 An Efficient Algorithm for Frequent Itemset Mining on Data Streams
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    Chapter 38 Discovering Key Sequences in Time Series Data for Pattern Classification
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    Chapter 39 Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction
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    Chapter 40 A Distance Measure for Determining Similarity Between Criminal Investigations
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    Chapter 41 Establishing Fraud Detection Patterns Based on Signatures
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    Chapter 42 Intelligent Information Systems for Knowledge Work(ers)
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    Chapter 43 Nonparametric Approaches for e-Learning Data
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    Chapter 44 An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining
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    Chapter 45 Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling