Cluster Analysis

Measurement Problems in Cluster Analysis - Donald Morrison Unresolved Problems in Cluster Analysis - B. Everitt VOLUME THREE: CLUSTER ANALYSIS IN PRACTICE Introduction - David Byrne and Emma Uprichard The Use and Reporting of Cluster Analysis in Health Psychology - Jane Clatworthy et al A Review Cluster Analysis in Illness-Perception Research - Jane Clatworthy et al A Monte Carlo Study to Identify the Most Appropriate Method The Psychiatric and Criminal Careers of Mentally Disordered Offenders Referred to a Custody Diversion Team in the United Kingdom - Wendy Dyer Combining Cluster and Discriminant Analysis to Develop a Social Bond Topology of Runaway Youth - Andrew Cherry Fuzzy Cluster Analysis of Molecular Dynamics Trajectories - Heather Gordon and Rajmund Somorjai MOSAIC - Marc Farr and Richard Webber From an Area Classification System to Individual Classification Spatial Analysis Using Clustering Methods - Alan Murray Evaluating Central Point and Median Approaches Creating the UK National Statistics 2001 Output Area Classification - Dan Vickers and Phil Rees Use of Multiple Correspondence Analysis and Cluster Analysis to Study Dietary Behaviour - Christiane Guinot et al Food Consumption Questionnaire in the SU.VI.MAX. Cohort Shopping-Related Attitudes - Patricia Mokhtarian, David Ory and Xinyu Cao A Factor and Cluster Analysis of Northern California Shoppers Hierarchical Clustering via Joint between-within Distances - Gábor Szekely and Maria Rizzo Extending Ward's Minimum Variance Method Fuzzy Classification in Dynamic Environments - Abdelhamid Bouchachia A Multistep Unsupervised Fuzzy Clustering Analysis of fMRI Time Series - M. Fadili et al A Taxonomy of Similarity Mechanisms for Case-Based Reasoning - Pádraig Cunningham Using Case-Based Approaches to Analyze Large Data Sets - Barry Cooper and Judith Glaesser A Comparison of Ragin's Fsqca and Fuzzy Cluster Analysis Using Self-Similarity to Cluster Large Data Sets - Daniel Barbará and Ping Chen A Note on K-Modes Clustering - Zhexue Huang and Michael Ng A Comparison of Cluster Analysis Techniques within a Sequential Validation Framework - Leslie Morey, Roger Blashfield and Harvey Skinner VOLUME FOUR: DATA MINING WITH CLASSIFICATION Introduction - David Byrne and Emma Uprichard Data Mining for Fun and Profit, Statistical Science - David Hand et al Cluster Analysis Using Data-Mining Approach to Develop CRM Methodology to Assess the Customer Loyalty - Seyed Mohammed et al Techniques of Cluster Algorithms in Data Mining - J. Grabner and A. Rudolph Data Mining - Ming-Syan Chen, Jiawei Han and Philip Yu An Overview from a Database Perspective 50 Years of Data Mining and OR - Bart Baesens et al Upcoming Trends and Challenges A General Framework for Mining Massive Data Streams - Pedro Domingos and Geoff Hulten Top 10 Algorithms in Data Mining - Xindong Wu et al Confidence in Classification - Wojtek Krazanowski et al A Bayesian Approach Visualization Techniques for Mining Large Databases - Daniel Keim and Hans-Peter Kriegel A Comparison Visualization of Fuzzy Clusters by Fuzzy Sammon Mapping Projection - Balazs Feil, Balazs Balasko and Janos Abonyi Application to the Analysis of Phase Space Trajectories Spatial-Temporal Data-Mining Procedure - Xiaofeng Wang, Jiayang Sun and Kath Bogie LASR Data-Mining Discovery of Pattern and Process in Ecological Systems - Wesley Hochachka et al Turning Data Mining into a Management Science Tool - Lee Cooper and Giovanni Giuffrida New Algorithms and Empirical Results Data Mining of Massive Data Sets in Health Care - Colin Goodall Application of Data-Mining Techniques to Health-Care Data - Mary Obenshain Data Mining in Soft Computing Framework - Sushmita Mitra, Sankar Pal and Pabitra Mitra A Survey Data Mining and Internet Profiling - Ira Rubinstein, Ronald Lee and Paul Schwartz Emerging Regulatory and Technological Approaches Statistical Classification Methods in Consumer Credit Scoring - David Hand and William Henley A Review Conclusion - David Byrne and Emma Uprichard