The Need for Constructive Induction

[1]  Stephen Muggleton,et al.  Duce, An Oracle-based Approach to Constructive Induction , 1987, IJCAI.

[2]  Larry A. Rendell,et al.  Feature construction: an analytic framework and an application to decision trees , 1990 .

[3]  Giulia Pagallo,et al.  Learning DNF by Decision Trees , 1989, IJCAI.

[4]  Christopher J. Matheus,et al.  Adding Domain Knowledge to SBL Through Feature Construction , 1990, AAAI.

[5]  Larry A. Rendell,et al.  A New Basis for State-Space Learning Systems and a Successful Implementation , 1983, Artif. Intell..

[6]  Larry A. Rendell,et al.  A Scheme for Feature Construction and a Comparison of Empirical Methods , 1991, IJCAI.

[7]  Larry A. Rendell.  Comparing Systems and analyzing Functions to Improve Constructive Induction , 1989, ML.

[8]  Jeffrey C. Schlimmer.  Incremental Adjustment of Representations for Learning , 1987 .

[9]  Paul E. Utgoff,et al.  A Hybrid Method for Feature Generation , 1991, ML.

[10]  Larry A. Rendell.  A General Framework for Induction and a Study of Selective Induction , 1986, Mach. Learn..

[11]  Ryszard S. Michalski,et al.  Selection of Most Representative Training Examples and Incremental Generation of VL1 Hypotheses: The Underlying Methodology and the Description of Programs ESEL and AQ11 , 1978 .

[12]  Sharad Saxena.  On the Effect of Instance Representation on Generalization , 1991, ML.

[13]  Paul E. Utgoff,et al.  Constructive Induction on Domain Information , 1991, AAAI.

[14]  J. Ross Quinlan,et al.  Learning Efficient Classification Procedures and Their Application to Chess End Games , 1983 .

[15]  Larry A. Rendell,et al.  Constructive Induction On Decision Trees , 1989, IJCAI.

[16]  Paul E. Utgoff,et al.  Shift of bias for inductive concept learning , 1984 .

[17]  Larry A. Rendell,et al.  Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in Search , 1985, IJCAI.