Literature

SignatureAuthor(s)yearTitle
Quinlan/93cQuinlan, J. Ross1993Combining Instance-based and Model-based Learning
Weiss/Indurkhya/93aSholom M. Weiss and Nitin Indurkhya1993Rule--Based Regression
Wogulis/Pazzani/93aJames Wogulis and Michael J. Pazzani1993A Methodology for Evaluating Theory Revision Systems: Results with Audrey II
Mahoney/Mooney/93aMahoney, J. J. and Mooney, R. J.1993Combining connectionist and symbolic learning to refine certainty-factor rule-bases
Wrobel/94bStefan Wrobel1994Concept Formation During Interactive Theory Revision
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
Fan/95aFan, J.1995Local Modelling
ESS/95a1995Encyclopedia of Statistical Science
Weiss/Indurkhya/95aWeiss, S. and Indurkhya, N.1995Rule-based Machine Learning Methods for Functional Prediction
Vapnik/95aVladimir N. Vapnik1995The Nature of Statistical Learning Theory
Torgo/95aTorgo, L.1995Data Fitting with Rule-based Regression
Richards/Mooney/95aRichards, B. J. and Mooney, R. J.1995Automated refinement of first-order Horn-clause domain theories
Loader/Cleveland/95aLoader, C. and Cleveland, W.1995Computational Statistics
Loader/Cleveland/95bLoader, C. and Cleveland, W.1995Smoothing by Local Regression: Principles and Methods (with discussion)
Muggleton/95aStephen Muggleton1995Inverting Entailment and Progol
Karalic/95aKaralic, A.1995First Order Regression
Craw/Sleeman/95aCraw, S. and Sleeman, Derek H.1995Automating the refinement of knowledge-based systems
Torgo/Gama/96aTorgo, L. and Gama, J.1996Regression by Classification
Quinlan/96aJ.R. Quinlan1996Learning First-Order Definitions of Functions
Engels/96aEngels, Robert1996Planning Tasks for Knowledge Discovery in Databases; Performing Task--Oriented User--Guidance
Zhong/etal/97aN. Zhong and C. Liu and S. Ohsuga1997A Way of Increasing both Autonomy and Versatility of a KDD System
Mitchell/97bMitchell, Tom M.1997Machine Learning
Ras/Skowron/97a1997Foundations of Intelligent Systems
Karalic/Bratko/97aKaralic, A. and Bratko, I.1997First Order Regression
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
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