Literature

SignatureAuthor(s)yearTitle
Engels/96aEngels, Robert1996Planning Tasks for Knowledge Discovery in Databases; Performing Task--Oriented User--Guidance
Loader/Cleveland/95aLoader, C. and Cleveland, W.1995Computational Statistics
Muggleton/95aStephen Muggleton1995Inverting Entailment and Progol
Loader/Cleveland/95bLoader, C. and Cleveland, W.1995Smoothing by Local Regression: Principles and Methods (with discussion)
Karalic/95aKaralic, A.1995First Order Regression
Richards/Mooney/95aRichards, B. J. and Mooney, R. J.1995Automated refinement of first-order Horn-clause domain theories
Vapnik/95aVladimir N. Vapnik1995The Nature of Statistical Learning Theory
Torgo/95aTorgo, L.1995Data Fitting with Rule-based Regression
Weiss/Indurkhya/95aWeiss, S. and Indurkhya, N.1995Rule-based Machine Learning Methods for Functional Prediction
Fan/95aFan, J.1995Local Modelling
ESS/95a1995Encyclopedia of Statistical Science
Craw/Sleeman/95aCraw, S. and Sleeman, Derek H.1995Automating the refinement of knowledge-based systems
Wrobel/94bStefan Wrobel1994Concept Formation During Interactive Theory Revision
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
Wogulis/Pazzani/93aJames Wogulis and Michael J. Pazzani1993A Methodology for Evaluating Theory Revision Systems: Results with Audrey II
Quinlan/93bJohn Ross Quinlan1993C4.5: Programs for Machine Learning
Quinlan/93cQuinlan, J. Ross1993Combining Instance-based and Model-based Learning
Weiss/Indurkhya/93aSholom M. Weiss and Nitin Indurkhya1993Rule--Based Regression
Mahoney/Mooney/93aMahoney, J. J. and Mooney, R. J.1993Combining connectionist and symbolic learning to refine certainty-factor rule-bases
Quinlan/92aQuinlan, J. Ross1992Learning with Continuous Classes
Press/92aPress, W. H.1992Numerical Recipes in C
Friedman/91aFriedman, Jerome H.1991Multivariate Adaptive Regression Splines
Aha/etal/91aAha, David and Kibler, Dennis and Albert, Marc1991Instance-based learning algorithms
Ourston/Mooney/90aOurston, D. and Mooney, R. J.1990Changing the rules: A comprehensive approach to theory refinement
Shavlik/etal/90aShavlik, J. W. and Noordewier, N. O. and Towell, G. G.1990Refinement of approximate domain theories by knowledge-based neural networks
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