Literature

SignatureAuthor(s)yearTitle
Press/92aPress, W. H.1992Numerical Recipes in C
Brazdil/98aPavel Brazdil1998Data Transformation and Model Selection by Experimentation and Meta-Learning
Parzen/62aParzen, E.1962On estimation of a probability density function and mode
Ourston/Mooney/90aOurston, D. and Mooney, R. J.1990Changing the rules: A comprehensive approach to theory refinement
Ohsuga/etal/2001aOhsuga, S. and Zhong, N. and Liu, C.2001Dynamically Organizing KDD Processes.
Nadaraya/64aNadaraya, E. A.1964On estimating regression
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
Mahoney/Mooney/93aMahoney, J. J. and Mooney, R. J.1993Combining connectionist and symbolic learning to refine certainty-factor rule-bases
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
Karalic/Bratko/97aKaralic, A. and Bratko, I.1997First Order Regression
Karalic/95aKaralic, A.1995First Order Regression
Bennett/99aK. Bennett1999Combining Support Vector and Mathematical Programming Methods for Classification
Quinlan/93bJohn Ross Quinlan1993C4.5: Programs for Machine Learning
Joachims/99aJoachims, Thorsten1999Making large-Scale SVM Learning Practical
Joachims/98aJoachims, Thorsten1998Text Categorization with Support Vector Machines: Learning with Many Relevant Features
Wogulis/Pazzani/93aJames Wogulis and Michael J. Pazzani1993A Methodology for Evaluating Theory Revision Systems: Results with Audrey II
Quinlan/96aJ.R. Quinlan1996Learning First-Order Definitions of Functions
Rissanen/82aJ. Rissanen1982A universal prior for integers and estimation by the minimum description length
Hastie/Tibshirani/90aHastie, T. and Tibshirani, R.1990Generalized Additive Models
Goerz/etal/2000aGörz, G. and Schneeberger, J. and Rollinger, C.2000Handbuch der künstlichen Intelligenz
Ginsberg/88bGinsberg, A.1988Automatic Refinement of expert system knowledge bases
Ganascia/90aGanascia, Jean-Gabriel1990L'^ame-machine
Gaerdenfors/88aG?rdenfors, Peter1988Knowledge in Flux --- Modeling the Dynamics of Epistemic States
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