Use of Domain Knowledge in Constructive Induction

Keywords

Domain (mathematical analysis), Constructive, Computer science, Mathematics, Process (computing)

References

• Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in SearchLarry Rendell — 1985
• Perceptron Trees: A Case Study In Hybrid Concept RepresentationsPaul E. Utgoff — 1988
• A Method for Computing Heuristics in Problem-SolvingGiovanni Guida, Marco Somalvico — 1978
• Why AM and EURISKO Appear to WorkDouglas B. Lenat, John Seely Brown — 1984
• Learning DNF by Decision TreesGiulia Pagallo — 1989
• Selecting Appropriate Representations for Learning from ExamplesNicholas S. Flann, Thomas G. Dietterich — 1986
• Acquisition of Appropriate Bias for Inductive Concept LearningPaul E. Utgoff, Tom M. Mitchell — 1982
• Learning Operator TransformationsBruce Porter, Dennis Kibler — 1984
• Feature Discovery for Inductive Concept LearningTom Fawcett — 1990
• Constructive Induction On Decision TreesChristopher J. Matheus, Larry Rendell — 1989
• Principled Constructive InductionPankaj Mehra, Larry Rendell, Benjamin W. Wah — 1989
• Feature Discovery by Competive LearningDavid E. Rumelhart, David Zipser — 1986
• Learning Intermediate Concepts in Constructing a Hierarchical Knowledge BaseLiMin Fu, Bruce G. Buchanan — 1985
• Change of Representation and Inductive BiasD. Paul Benjamin — 1989
• Shift of bias for inductive concept learningPaul E. Utgoff — 1984
• Heuristics : intelligent search strategies for computer problem solvingJ. Pearl — 1984
• Discovering Admissible Heuristics by Abstracting and Optimizing: A Transformational ApproachJack Mostow, Armand Prieditis — 1989
• A Theory and Methodology of Inductive LearningRyszard S. Michalski — 1983
• Dynamic node creation in backpropagation networksAsh — 1989
• A Result on the Computational Complexity of Heuristic Estimates for the A* AlgorithmMarco Valtorta — 1983

Cited by

• Knowledge-based feature generation for inductive learningJames P. Callan — 1993
• Semantic Feature ConstructionMark E. Fenner — 2007
• An Evaluation of Techniques for Clustering Search ResultsA. Leouski, W. Bruce Croft — 2005
• CONSTRUCTIVE INDUCTION OF GOAL CONCEPTS FROM AGENT PERCEPTS AND REINFORCEMENT FEEDBACKJurgita Kapočiūtė-Dzikienė, Gailius Raškinis — 2010
• Êêintroduction 2.2êêclustering in Machine LearningA. Leouski, W. Bruce Croft

Related papers

• Constructive Induction FrameworkPankaj Mehra — 1989
• Data - Driven Constructive Induction : A Method and Its ApplicationE. Blodem — 1998
• On Inductive Learning of Causal Knowledge for Problem SolvingSeng-Beng Ho, Liausvia Fiona — 2017
• Constructive Inductive Logic ProgrammingStéphane Lapointe, Charles X. Ling, Stan Matwin — 1993
• Multistrategy constructive inductionEric Bloedorn — 1997
• Multistrategy Constructive Induction: AQ17-MCIEric Bloedorn, Janusz Wnek, Ryszard S. Michalski — 1993
• A distributed problem-solving approach to inductive learningRiyaz Sikora, Michael Shaw — 1990