VOLUME ONE: THE CLASSICS
Introduction
David Byrne and Emma Uprichard
The Distinctiveness of Case-Oriented Research
C. Ragin
The Causal Devolution
A. Abbott
A Tradition of Natural Kinds
I. Hacking
How "Natural" are "Kinds" of Sexual Orientation?'
I. Hacking
The Logic of Classification
W. L. Davidson
On the Logic of Classification
G. Sandri
Scientific Classification
J. Dupré
How things Work
G. Bowker
How Real are Statistics? Four Possible Attitudes
A. Desrosières
EXTRACTS FROM The Growth of Cluster Analysis: Tryon, Ward, and Johnson
R. Blashfield
The Continuing Search for Order
R. Sokal
Phenetic Taxonomy: Theory and Methods
R. Sokal
Principles of Clustering
W. T. Williams
A Quantitative Approach to a Problem in Classification
C. Michener and R. Sokal
Representation of Similarity Matrices by Trees
J. A. Hartigan
Data Clustering: A Review
A. Jain, M. Murty and P. Flynn
VOLUME TWO: (USEFUL) KEY TEXTS
Introduction
David Byrne and Emma Uprichard
Cluster Analysis in Perspective
D. Speece
The Practice of Cluster Analysis
J. Kettering
A Review of Classification
R. Cormack
Sociological Classification and Cluster Analysis
K. Bailey
Cluster Analysis
K. Bailey
Literature on Cluster-Analysis
R. K. Blashfield and M. S. Aldenderfer
Distance as a Measure of Taxonomic Similarity
R. Sokal
Efficiency in Taxonomy
R. Sokal and P. Sneath
Numerical Taxonomy: Points of View
R. Sokal et al
Hierarchical Grouping to Optimize an Objective Function
J. Ward
An Examination of Procedures for Determining the Number of Clusters in a Data Set
G. Milligan
A Comparison of Some Methods of Cluster Analysis
J. C. Gower
A Nearest Centroid Technique for Evaluating the Minimum-variance Clustering Procedure
R. M. McIntyre and R. K. Blashfield
Measurement Problems in Cluster Analysis
D. G. 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: A Review
J. Clatworthy et al
Cluster Analysis in Illness Perception Research: A Monte Carlo Study to Identify the Most Appropriate Method
J. Clatworthy et al
The Psychiatric and Criminal Careers of Mentally Disordered Offenders Referred to a Custody Diversion Team in the United Kingdom
W. Dyer
Fuzzy Cluster Analysis of Molecular Dynamics Trajectories
H. Gordon and R. Somorjai
Mosaic: From an Area Classification System to Individual Classification
R. Webber and Farr
Creating the UK National Statistics 2001 Output Area Classification
D. Vickers and P. Rees
Spatial Analysis Using Clustering Methods: Evaluating Central Point and Median Approaches
A. Murray
Use of Multiple Correspondence Analysis and Cluster Analysis to Study Dietary Behaviour: Food Consumption Questionnaire in the Su.Vi.Max. Cohort
C. Guinot et al
Shopping-related Attitudes: a Factor and Cluster Analysis of Northern California Shoppers
P. Mokhtarian, D. Ory and X. Cao
Combining Cluster and Discriminant Analysis to Develop a Social Bond Topology of Runaway Youth
A. Cherry
Heirarchical Clustering via Joint Between-Within Distances: Extending Ward's Minimum Variance Method
G. Szekely and M. Rizzo
Fuzzy Classification in Dynamic Environments
A. Bouchachia
A Multistep Unsupervised Fuzzy Clustering Analysis of fMRI Time Series
M. Fadili et al
A Note on K-modes Clustering
Z. Huang and M. Ng
Using Self-Similarity to Cluster Large Data Sets
D. Barbará and P. Chen
A Taxonomy of Similarity Mechanisms for Case-Based Reasoning
P. Cunningham
Using Case-based Approaches to Analyse Large Datasets: A Comparison of Ragin's fsQCA and Fuzzy Cluster Analysis
B. Cooper and J. Glaesser
A Comparison of Cluster Analysis Techniques within a Sequential Validation Framework
L. Morey, R. Blashfield and H. Skinner
VOLUME FOUR: DATA MINING WITH CLASSIFICATION
Introduction
David Byrne and Emma Uprichard
Data Mining for Fun and Profit
D. Hand et al
Cluster Analysis using Data Mining Approach to Develop CRM Methodology to Assess the Customer Loyalty
S. Hosseini
Techniques of Cluster Algorithms in Data Mining
J. Grabner and A. Rudolph
Data-Mining Discovery of Pattern and Process in Ecological Systems
M. Wesley et al
Data Mining in Soft Computing Framework: A Survey
Sushmita Mitra, Sankar K. Pal and Pabitra Mitra
Data Mining and Internet Profiling: Emerging Regulatory and Technological Approaches
Ira S. Rubinstein, Ronald D. Lee and P. Schwartz
Statistical Classification Methods in Consumer Credit Scoring: A Review
D. Hand and W. Henley
Data Mining: An Overview from a Database Perspective
Ming-Syan Chen, Jiawei Han and Philip S. Yu
50 Years of Data Mining and OR: Upcoming trends and Challenges
B. Baesens et al
A General Framework for Mining Massive Data Streams
P. Domingos and G. Hulten
Confidence in Classification: A Bayesian Approach
W. Krazanowski et al
Visualization Techniques for Mining Large Databases: A Comparison
Daniel Keim and Kriegel Hans-Peter
Visualization of Fuzzy Clusters by Fuzzy Sammon Mapping Projection: Application to the Analysis of Phase Space Trajectories
B. Feil, B. Balasko and J. Abonyi
Spatial-Temporal Data Mining Procedure: LASR
Xiaofeng Wang
Turning Datamining into a Management Science Tool: New Algorithms and Empirical Results
Lee Cooper and Giovanni Giuffrida
Data Mining of Massive Datasets in Healthcare
C. Goodall
Conclusion
David Byrne and Emma Uprichard
