Literature

SignatureAuthor(s)yearTitle
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
Aha/97a1997Lazy Learning
Aha/etal/91aAha, David and Kibler, Dennis and Albert, Marc1991Instance-based learning algorithms
Bennett/99aK. Bennett1999Combining Support Vector and Mathematical Programming Methods for Classification
Bernstein/etal/2002aAbraham Bernstein and Shawndra Hill and Foster Provost2002An Intelligent Assistant for the Knowledge Discovery Process
Brazdil/98aPavel Brazdil1998Data Transformation and Model Selection by Experimentation and Meta-Learning
Breiman/etal/84bBreiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.1984Classification and Regression Trees
Burges/98aC. Burges1998A Tutorial on Support Vector Machines for Pattern Recognition
Carbonara/Sleeman/99aCarbonara, L. and Sleeman, Derek H.1999Effective and Efficient Knowledge Base Refinement
Craw/Sleeman/95aCraw, S. and Sleeman, Derek H.1995Automating the refinement of knowledge-based systems
Draper/Smith/73aDraper, N. and Smith, H.1973Applied Regression Analysis
Engels/96aEngels, Robert1996Planning Tasks for Knowledge Discovery in Databases; Performing Task--Oriented User--Guidance
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
ESS/95a1995Encyclopedia of Statistical Science
Fan/95aFan, J.1995Local Modelling
Fisher/87cDouglas H. Fisher1987Knowledge Acquisition Via Incremental Conceptual Clustering
Friedman/91aFriedman, Jerome H.1991Multivariate Adaptive Regression Splines
Friedman/Stuetzle/81aFriedman, Jerome H. and Stuetzle, W.1981Projection pursuit regression
Gaerdenfors/88aG?rdenfors, Peter1988Knowledge in Flux --- Modeling the Dynamics of Epistemic States
Ganascia/90aGanascia, Jean-Gabriel1990L'^ame-machine
Ginsberg/88bGinsberg, A.1988Automatic Refinement of expert system knowledge bases
Goerz/etal/2000aGörz, G. and Schneeberger, J. and Rollinger, C.2000Handbuch der künstlichen Intelligenz
Hastie/Tibshirani/90aHastie, T. and Tibshirani, R.1990Generalized Additive Models
ICML/99a1999International Conference on Machine Learning
Joachims/98aJoachims, Thorsten1998Text Categorization with Support Vector Machines: Learning with Many Relevant Features
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