Literature

SignatureAuthor(s)yearTitle
Engels/etal/97aRobert Engels and Guido Lindner and Rudi Studer1997A Guided Tour through the Data Mining Jungle
Wogulis/Pazzani/93aJames Wogulis and Michael J. Pazzani1993A Methodology for Evaluating Theory Revision Systems: Results with Audrey II
Zhang/99aWei Zhang1999A Region-Based Approach to Discovering Temporal Structures in Data
Burges/98aC. Burges1998A Tutorial on Support Vector Machines for Pattern Recognition
Rissanen/82aJ. Rissanen1982A universal prior for integers and estimation by the minimum description length
Zhong/etal/97aN. Zhong and C. Liu and S. Ohsuga1997A Way of Increasing both Autonomy and Versatility of a KDD System
Bernstein/etal/2002aAbraham Bernstein and Shawndra Hill and Foster Provost2002An Intelligent Assistant for the Knowledge Discovery Process
Draper/Smith/73aDraper, N. and Smith, H.1973Applied Regression Analysis
Richards/Mooney/95aRichards, B. J. and Mooney, R. J.1995Automated refinement of first-order Horn-clause domain theories
Ginsberg/88bGinsberg, A.1988Automatic Refinement of expert system knowledge bases
Craw/Sleeman/95aCraw, S. and Sleeman, Derek H.1995Automating the refinement of knowledge-based systems
Quinlan/93bJohn Ross Quinlan1993C4.5: Programs for Machine Learning
Ourston/Mooney/90aOurston, D. and Mooney, R. J.1990Changing the rules: A comprehensive approach to theory refinement
Breiman/etal/84bBreiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.1984Classification and Regression Trees
Mahoney/Mooney/93aMahoney, J. J. and Mooney, R. J.1993Combining connectionist and symbolic learning to refine certainty-factor rule-bases
Quinlan/93cQuinlan, J. Ross1993Combining Instance-based and Model-based Learning
Bennett/99aK. Bennett1999Combining Support Vector and Mathematical Programming Methods for Classification
Loader/Cleveland/95aLoader, C. and Cleveland, W.1995Computational Statistics
Wrobel/94bStefan Wrobel1994Concept Formation During Interactive Theory Revision
Torgo/95aTorgo, L.1995Data Fitting with Rule-based Regression
Brazdil/98aPavel Brazdil1998Data Transformation and Model Selection by Experimentation and Meta-Learning
Ohsuga/etal/2001aOhsuga, S. and Zhong, N. and Liu, C.2001Dynamically Organizing KDD Processes.
Carbonara/Sleeman/99aCarbonara, L. and Sleeman, Derek H.1999Effective and Efficient Knowledge Base Refinement
ESS/95a1995Encyclopedia of Statistical Science
Agrawal/Srikant/94aR. Agrawal and R. Srikant1994Fast Algorithms for Mining Association Rules in Large Data Bases
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