Supervised and Unsupervised Discretization of Continuous Features

[1]  Jerzy W. Grzymala-Busse,et al.  Global discretization of continuous attributes as preprocessing for machine learning , 1996, Int. J. Approx. Reason..

[2]  Philip C. Spector Introduction to S and S-Plus , 1995 .

[3]  Ron Kohavi,et al.  A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.

[4]  Bernhard Pfahringer,et al.  Compression-Based Discretization of Continuous Attributes , 1995, ICML.

[5]  Nils J. Nilsson,et al.  MLC++, A Machine Learning Library in C++. , 1995 .

[6]  Marco Richeldi,et al.  Class-Driven Statistical Discretization of Continuous Attributes (Extended Abstract) , 1995, ECML.

[7]  Ron Kohavi,et al.  MLC++: a machine learning library in C++ , 1994, Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94.

[8]  Ron Kohavi,et al.  Irrelevant Features and the Subset Selection Problem , 1994, ICML.

[9]  Ron Kohavi,et al.  Bottom-Up Induction of Oblivious Read-Once Decision Graphs: Strengths and Limitations , 1994, AAAI.

[10]  Kai Ming Ting,et al.  Discretization of Continuous-Valued Attributes and Instance-Based Learning , 1994 .

[11]  Usama M. Fayyad,et al.  Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning , 1993, IJCAI.

[12]  Alberto Maria Segre The Ninth International Conference on Machine Learning , 1993, AI Mag..

[13]  Thierry Van de Merckt Decision Trees in Numerical Attribute Spaces , 1993, IJCAI.

[14]  J. Ross Quinlan,et al.  C4.5: Programs for Machine Learning , 1992 .

[15]  Randy Kerber,et al.  ChiMerge: Discretization of Numeric Attributes , 1992, AAAI.

[16]  Pat Langley,et al.  Induction of One-Level Decision Trees , 1992, ML.

[17]  Caroline Chan,et al.  Determination of quantization intervals in rule based model for dynamic systems , 1991, Conference Proceedings 1991 IEEE International Conference on Systems, Man, and Cybernetics.

[18]  Jason Catlett,et al.  On Changing Continuous Attributes into Ordered Discrete Attributes , 1991, EWSL.

[19]  Sholom M. Weiss,et al.  Computer Systems That Learn , 1990 .

[20]  Sholom M. Weiss,et al.  Maximizing the Predictive Value of Production Rules , 1990, Artif. Intell..

[21]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .

[22]  J. Rissanen Stochastic Complexity and Modeling , 1986 .

[23]  R. Michalski A Planar Geometrical Model for Representing Multi-Dimensional Discrete Spaces and Multiple-Valued Logic Functions , 1978 .