Literature

SignatureAuthor(s)yearTitle
Wrobel/etal/2000aWrobel, S. and Morik, K. and Joachims, T.2000Maschinelles Lernen und Data Mining
Wilkins/90aWilkins, David C.1990Knowledge Base Refinement as Improving an Incorrect and Incomplete Domain Theory
Weiss/Indurkhya/95aWeiss, S. and Indurkhya, N.1995Rule-based Machine Learning Methods for Functional Prediction
Zhang/99aWei Zhang1999A Region-Based Approach to Discovering Temporal Structures in Data
Watson/64aWatson, G. S.1964Smooth Regression Analysis
Vapnik/95aVladimir N. Vapnik1995The Nature of Statistical Learning Theory
Velde/89aVan de Velde, Walter1989IDL: Taming the Multiplexer
Vapnik/98aV. Vapnik1998Statistical Learning Theory
Utgoff/89aUtgoff, P. E.1989Incremental Induction of Decision Trees
Torgo/Gama/96aTorgo, L. and Gama, J.1996Regression by Classification
Torgo/95aTorgo, L.1995Data Fitting with Rule-based Regression
Joachims/99cThorsten Joachims1999Transductive Inference for Text Classification using Support Vector Machines
Muggleton/95aStephen Muggleton1995Inverting Entailment and Progol
Wrobel/94bStefan Wrobel1994Concept Formation During Interactive Theory Revision
Weiss/Indurkhya/93aSholom M. Weiss and Nitin Indurkhya1993Rule--Based Regression
Shavlik/etal/90aShavlik, J. W. and Noordewier, N. O. and Towell, G. G.1990Refinement of approximate domain theories by knowledge-based neural networks
Schoelkopf/etal/2000aSch\"olkopf, Bernhard and Smola, Alex J. and Williamson, Robert C. and Bartlett, Peter L.2000New Support Vector Algorithms
Rosenblatt/56aRosenblatt, M.1956Remarks on some nonparametric estimates of a density function
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
Shapire/99aRobert E. Shapire1999Theoretical Views of Boosting and Applications
Richards/Mooney/95aRichards, B. J. and Mooney, R. J.1995Automated refinement of first-order Horn-clause domain theories
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
Quinlan/90aQuinlan, J.R.1990Learning Logical Definitions from Relations
Quinlan/93cQuinlan, J. Ross1993Combining Instance-based and Model-based Learning
Quinlan/92aQuinlan, J. Ross1992Learning with Continuous Classes
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