Literature

SignatureAuthor(s)yearTitle
Friedman/Stuetzle/81aFriedman, Jerome H. and Stuetzle, W.1981Projection pursuit regression
Friedman/91aFriedman, Jerome H.1991Multivariate Adaptive Regression Splines
Fisher/87cDouglas H. Fisher1987Knowledge Acquisition Via Incremental Conceptual Clustering
Fan/95aFan, J.1995Local Modelling
ESS/95a1995Encyclopedia of Statistical Science
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
Engels/96aEngels, Robert1996Planning Tasks for Knowledge Discovery in Databases; Performing Task--Oriented User--Guidance
Draper/Smith/73aDraper, N. and Smith, H.1973Applied Regression Analysis
Craw/Sleeman/95aCraw, S. and Sleeman, Derek H.1995Automating the refinement of knowledge-based systems
Carbonara/Sleeman/99aCarbonara, L. and Sleeman, Derek H.1999Effective and Efficient Knowledge Base Refinement
Burges/98aC. Burges1998A Tutorial on Support Vector Machines for Pattern Recognition
Breiman/etal/84bBreiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.1984Classification and Regression Trees
Brazdil/98aPavel Brazdil1998Data Transformation and Model Selection by Experimentation and Meta-Learning
Bernstein/etal/2002aAbraham Bernstein and Shawndra Hill and Foster Provost2002An Intelligent Assistant for the Knowledge Discovery Process
Bennett/99aK. Bennett1999Combining Support Vector and Mathematical Programming Methods for Classification
Aha/etal/91aAha, David and Kibler, Dennis and Albert, Marc1991Instance-based learning algorithms
Aha/97a1997Lazy Learning
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases