Categories and Concepts: Theoretical Views and Inductive Data Analysis
Iven Van Mechelen, James A. Hampton, Ryszard S. Michalski, Peter Theuns · VUBIR (Vrije Universiteit Brussel) · 1993
General introduction - purpose, underlying ideas and scope of the book, Iven Van Mechelen and Ryszard S. Michalski. Part 1 Theoretical views: psychological models of concepts - introduction, James Hampton and Daniele Dubois concept, class and category in the tradition of Aristotle, J. Phil Sutcliffe prototype models of concept representation, James Hampton components of conceptual representation - from feature lists to recursive frames, Lawrence W. Barsalou and Christopher R. Hale beyond prototypes and frames - the two-tiered concept representation, Ryszard S. Michalski theories and concept formation, Gregory L. Murphy. Part 2 Inductive data-analysis: categories and concepts - introduction to data analysis, Hubert Fegber and Paul De Boeck cluster analysis using proximities, Fionn d Murtagh regression and discriminant analysis for analyzing judgements, Michael T. Brannick the hierarchical classes approach - a review, Paul De Boeck, et al Galois approach to the induction of concepts, Alain Guenoche and Iven Van Mechelen using latent class analysis in categorization research, Geert De Soete categories and concepts - theoretical views and inductive data analysis, Iven Van Mechelen, et al.