Literature

SignatureAuthor(s)yearTitle
Wogulis/Pazzani/93aJames Wogulis and Michael J. Pazzani1993A Methodology for Evaluating Theory Revision Systems: Results with Audrey II
Joachims/99aJoachims, Thorsten1999Making large-Scale SVM Learning Practical
Joachims/98aJoachims, Thorsten1998Text Categorization with Support Vector Machines: Learning with Many Relevant Features
Quinlan/93bJohn Ross Quinlan1993C4.5: Programs for Machine Learning
Bennett/99aK. Bennett1999Combining Support Vector and Mathematical Programming Methods for Classification
Karalic/95aKaralic, A.1995First Order Regression
Karalic/Bratko/97aKaralic, A. and Bratko, I.1997First Order Regression
Loader/Cleveland/95bLoader, C. and Cleveland, W.1995Smoothing by Local Regression: Principles and Methods (with discussion)
Loader/Cleveland/95aLoader, C. and Cleveland, W.1995Computational Statistics
Mahoney/Mooney/93aMahoney, J. J. and Mooney, R. J.1993Combining connectionist and symbolic learning to refine certainty-factor rule-bases
Mitchell/97bMitchell, Tom M.1997Machine Learning
Zhong/etal/97aN. Zhong and C. Liu and S. Ohsuga1997A Way of Increasing both Autonomy and Versatility of a KDD System
Nadaraya/64aNadaraya, E. A.1964On estimating regression
Ohsuga/etal/2001aOhsuga, S. and Zhong, N. and Liu, C.2001Dynamically Organizing KDD Processes.
Ourston/Mooney/90aOurston, D. and Mooney, R. J.1990Changing the rules: A comprehensive approach to theory refinement
Parzen/62aParzen, E.1962On estimation of a probability density function and mode
Brazdil/98aPavel Brazdil1998Data Transformation and Model Selection by Experimentation and Meta-Learning
Press/92aPress, W. H.1992Numerical Recipes in C
Quinlan/93cQuinlan, J. Ross1993Combining Instance-based and Model-based Learning
Quinlan/92aQuinlan, J. Ross1992Learning with Continuous Classes
Quinlan/90aQuinlan, J.R.1990Learning Logical Definitions from Relations
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
Richards/Mooney/95aRichards, B. J. and Mooney, R. J.1995Automated refinement of first-order Horn-clause domain theories
Shapire/99aRobert E. Shapire1999Theoretical Views of Boosting and Applications
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
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