Research Catalog

Title

Machine learning : an artificial intelligence approach / contributing authors, John Anderson [and others] ; editors, Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell.

Publication

Palo Alto, Calif. : Tioga Pub. Co., ©1983.

Items in the Library & Off-site

Details

Additional Authors

• Anderson, John R. (John Robert), 1947-
• Michalski, Ryszard S. (Ryszard Stanisław), 1937-2007.
• Carbonell, Jaime G. (Jaime Guillermo)
• Mitchell, Tom M. (Tom Michael), 1951-

Description

xi, 572 pages : illustrations; 24 cm

Subject

• Machine learning
• Artificial intelligence
• artificial intelligence
• Künstliche Intelligenz
• Maschinelles Lernen
• Machine-learning
• Inteligencia artificial (computacao)
• Apprentissage automatique

Bibliography (note)

• Includes bibliographies and indexes.

Contents

General issues in machine learning : An overview of machine learning / Jaime G. Carbonell, Ryszard S. Michalski, and Tom M. Mitchell ; Why should machines learn? / Herbert A. Simon -- Learning from examples : A comparative review of selected methods for learning from examples / Thomas G. Dietterich and Ryszard S. Michalski ; A theory and methodology of inductive learning / Ryszard S. Michalski -- Learning in problem-solving and planning : Learning by analogy: formulating and generalizing plans from past experience / Jaime G. Carbonell ; Learning by experimentation: acquiring and refining problem-solving heuristics / Tom M. Mitchell, Paul E. Utgoff, and Ranan Banerji ; Acquisition of proof skills in geometry / John R. Anderson ; Using proofs and refutations to learn from experience / Frederick Hayes-Roth -- Learning from observation and discovery : The role of heuristics in learning by discovery: three case studies / Douglas B. Lenat ; Rediscovering chemistry with the BACON system / Pat Langley, Gary L. Bradshaw, and Herbert A. Simon ; Learning from observation: conceptual clustering / Ryszard S. Michalski and Robert E. Stepp -- Learning from instruction : Machine transformation of advice into a heuristic search procedure / David Jack Mostow ; Learning by being told: acquiring knowledge for information management / Norm Hass and Gary G. Hendrix ; The instructible production system: a retrospective analysis / Michael D. Rychener -- Applied learning systems: Learning efficient classification procedures and their application to chess end games / J. Ross Quinlan ; Inferring student models for intelligent computer-aided instruction / Derek H. Sleeman ; Comprehensive bibliography of machine learning / Paul E. Utgoff and Bernard Nudel.

ISBN

• 0935382054
• 9780935382051
• 0934613001
• 9780934613002

LCCN

82010654

OCLC

• ocm09262069
• 9262069
• SCSB-630076

Owning Institutions

Princeton University Library