A Theory and Methodology of Inductive Learning

Keywords

Inductive reasoning, Inference, Generalization, Computer science, Heuristic

References

• Levels of Pattern Description in LearningElliot Soloway, Edward M. Riseman — 1977
• Automated Hypothesis Generation Using Extended Inductive ResolutionCharles O. Morgan — 1975
• Synthesis of Optimal and Quasi-Optimal Variable-Valued Logic FormulasRyszard S. Michalski — 1975
• Development of uranium exploration models for the Prospector consultant system: final report covering the period September 22, 1978 to September 21, 1979John Gaschnig — 1980
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• Syntactic Shape Recognition Using Attributed Grammars.Kaiyang You, Kai Fu — 1978
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• Psychology of learning and memoryHenry C. Ellis — 1979
• AQVAL/1--Computer Implementation of a Variable-Valued Logic System VL1 and Examples of its Application to Pattern RecognitionRyszard S. Michalski — 1973
• Learning structural descriptions from examplesPatrick Henry Winston — 1970
• Models of Learning Systems.Bruce G. Buchanan, Tom M. Mitchell, Reid G. Smith — 1979
• Version spaces: an approach to concept learning.Tom M. Mitchell — 1979
• Inferring LISP Programs From ExamplesDavid E. Shaw, William Swartout, C. Cordell Green — 1975
• Symbolic logic and mechanical theorem provingChin-Liang Chang, Richard C. T. Lee — 1973
• Inductive Learning of Structural Descriptions: Evaluation Criteria and Comparative Review of Selected MethodsThomas G. Dietterich, Ryszard S. Michalski — 1981
• The psychology of learningJames Deese — 1952
• AM, an artificial intelligence approach to discovery in mathematics as heuristic searchDouglas B. Lenat — 1976
• An Experiment on Inductive Learning in Chess End GamesRyszard S. Michalski, Pericles Negri — 1977
• Learning criterion and inductive behaviourDaniel Coulon, Daniel Kayser — 1978
• Some points of difference concerning the theory of music.Max F. Meyer — 1903

Cited by

• Developmental Toxicity Risk Assessment: A Rough Sets ApproachFrederick R. Jelovsek, Mehdi Razzaghi, Ray R. Hashemi — 1993
• Constructive Learning in Conjunctive Concept CharacterizationMarco Botta — 1988
• Learning Abstraction and Representation Knowledge: an Application to Cartographic GeneralisationJean‐Daniel Zucker, Sébastien Mustière, St-mandé Cedex — 2000
• Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in SearchLarry Rendell — 1985
• Discrimination-Based Constructive Induction of Logic ProgramsBoonserm Kijsirikul, Masayuki Numao, Masamichi Shimura — 1992
• Deep assessment of machine learning techniques using patient treatment in acute abdominal pain in childrenG.A. Moses — 1996
• Monitoring, Security, and Rescue Techniques in Multiagent Systems (Advances in Soft Computing)Barbara Dunin‐Kȩplicz, Andrzej Jankowski, Andrzej Skowron — 2005
• DICE: A Discovery Environment Integrating Inductive BiasJean‐Daniel Zucker, Vincent Corruble, Jérôme Thomas — 1994
• A Case Frame Learning Method for Japanese Polysemous VerbsMasahiko Haruno — 1995
• Classification Using Multi-Layered PerceptronsSelwyn Piramuthu, Michael J. Shaw, James A. Gentry — 1990
• Constructive Induction by Incremental Concept FormationYoram Reich — 2008
• A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility.Michele Heide Berman — 2006
• Semantic Model for Induction of First Order TheoriesCéline Rouveirol — 1991
• Inductive CBR for customer supportChristophe Giraud-Carrier, Stephen Corley — 1998
• Inductive Hypothesis Validation and Bias Selection in Unsupervised LearningLuis Talavera, Ulises Cortés — 1997
• Use of Domain Knowledge in Constructive InductionJames P. Callan — 1990
• Complementary Discrimination Learning: A Duality Between Generalization and DiscriminationWei‐Min Shen — 1990
• SHARED EXPERTISE SPACE A Learning-oriented Model for Computer Aided Engineering DesignTomasz Dybala, Gheorghe Tecuci — 2007
• Practical machine learning and its potential application to problems in agricultureIan H. Witten, Sally Jo Cunningham, Geoffrey Holmes — 1996
• Computer Assisted Ontology clustering for Knowledge sharingValentina Tamma, Pepijn R. S. Visser, Donato Malerba — 2000

Related papers

• Declarative bias for specific-to-general ILP systemsHilde Adé, Luc De Raedt, Maurice Bruynooghe — 1995
• Incorporating a folding rule into inductive logic programmingDavid A. Rosenblueth — 2005
• The Basic Inductive Schema, Inductive Truisms, and the Research-Guiding Capacities of the Logic of Inductive GeneralizationDiderik Batens — 2004
• Self-organized inductive reasoning with NeMuSLeonardo Barreto, Edjard Mota — 2019