Literature

SignatureAuthor(s)yearTitle
Friedman/Stuetzle/81aFriedman, Jerome H. and Stuetzle, W.1981Projection pursuit regression
Friedman/91aFriedman, Jerome H.1991Multivariate Adaptive Regression Splines
Fan/95aFan, J.1995Local Modelling
Engels/96aEngels, Robert1996Planning Tasks for Knowledge Discovery in Databases; Performing Task--Oriented User--Guidance
Draper/Smith/73aDraper, N. and Smith, H.1973Applied Regression Analysis
Fisher/87cDouglas H. Fisher1987Knowledge Acquisition Via Incremental Conceptual Clustering
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
Aha/etal/91aAha, David and Kibler, Dennis and Albert, Marc1991Instance-based learning algorithms
Bernstein/etal/2002aAbraham Bernstein and Shawndra Hill and Foster Provost2002An Intelligent Assistant for the Knowledge Discovery Process
ICML/99a1999International Conference on Machine Learning
Mueller/etal/99a1999Neural Information Processing Systems
Ras/Skowron/97a1997Foundations of Intelligent Systems
Kodratoff/Michalski/90a1990Machine Learning --- An Artificial Intelligence Approach
ESS/95a1995Encyclopedia of Statistical Science
Aha/97a1997Lazy Learning