Literature

SignatureAuthor(s)yearTitle
Rosenblatt/56aRosenblatt, M.1956Remarks on some nonparametric estimates of a density function
Parzen/62aParzen, E.1962On estimation of a probability density function and mode
Watson/64aWatson, G. S.1964Smooth Regression Analysis
Nadaraya/64aNadaraya, E. A.1964On estimating regression
Draper/Smith/73aDraper, N. and Smith, H.1973Applied Regression Analysis
Friedman/Stuetzle/81aFriedman, Jerome H. and Stuetzle, W.1981Projection pursuit regression
Rissanen/82aJ. Rissanen1982A universal prior for integers and estimation by the minimum description length
Breiman/etal/84bBreiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.1984Classification and Regression Trees
Fisher/87cDouglas H. Fisher1987Knowledge Acquisition Via Incremental Conceptual Clustering
Ginsberg/88bGinsberg, A.1988Automatic Refinement of expert system knowledge bases
Gaerdenfors/88aG?rdenfors, Peter1988Knowledge in Flux --- Modeling the Dynamics of Epistemic States
Velde/89aVan de Velde, Walter1989IDL: Taming the Multiplexer
Utgoff/89aUtgoff, P. E.1989Incremental Induction of Decision Trees
Kodratoff/Michalski/90a1990Machine Learning --- An Artificial Intelligence Approach
Wilkins/90aWilkins, David C.1990Knowledge Base Refinement as Improving an Incorrect and Incomplete Domain Theory
Quinlan/90aQuinlan, J.R.1990Learning Logical Definitions from Relations
Shavlik/etal/90aShavlik, J. W. and Noordewier, N. O. and Towell, G. G.1990Refinement of approximate domain theories by knowledge-based neural networks
Ourston/Mooney/90aOurston, D. and Mooney, R. J.1990Changing the rules: A comprehensive approach to theory refinement
Hastie/Tibshirani/90aHastie, T. and Tibshirani, R.1990Generalized Additive Models
Ganascia/90aGanascia, Jean-Gabriel1990L'^ame-machine
Friedman/91aFriedman, Jerome H.1991Multivariate Adaptive Regression Splines
Aha/etal/91aAha, David and Kibler, Dennis and Albert, Marc1991Instance-based learning algorithms
Quinlan/92aQuinlan, J. Ross1992Learning with Continuous Classes
Press/92aPress, W. H.1992Numerical Recipes in C
Quinlan/93bJohn Ross Quinlan1993C4.5: Programs for Machine Learning
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