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Machine learning, meta-reasoning, and logics

Machine learning, meta-reasoning, and logics (Loan 2 times)

Material type
단행본
Personal Author
Brazdil, Pavel B. 1945-. Konolige, Kurt.
Title Statement
Machine learning, meta-reasoning, and logics / edited by Pavel B. Brazdil and Kurt Konolige.
Publication, Distribution, etc
Boston :   Kluwer Academic Publishers ;   Norwell, Mass., USA ,   c1990.  
Physical Medium
xx, 328 p. : ill. ; 26 cm.
Series Statement
The Kluwer international series in engineering and computer science ; Knowledge representation, learning, and expert systems.SECS 82.
ISBN
0792390474
Content Notes
A metalevel manifesto / Paul Benjamin -- A sketch of autonomous learning using declarative bias / Stuart Russell and Benjamin Grosof -- Shift of bias as non-monotonic reasoning / Benjamin Grosof and Stuart Russell -- Mutual constraints on representation and inference / Stuart Russell and Devika Subramanian -- Meta-reasoning : transcription of invited lecture / Luigia Aiello -- Overgenerality in explanation-based generalization / Haym Hirsh -- A tool for the management of incomplete theories : reasoning about explanations / Beatrice Duval and Yves Kodratoff -- A comparison of rule and exemplar-based learning systems / Peter Clark -- Discovery and revision via incremental hill climbing / Donald Rose -- Learning from imperfect data / Pavel Brazdil and Peter Clark.
Bibliography, Etc. Note
Includes bibliographical references.
Subject Added Entry-Topical Term
Artificial intelligence. Machine learning. Cognitive science.
비통제주제어
Artificial intelligence, Development,,
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010 ▼a 89019941
015 ▼a GB90-50714
020 ▼a 0792390474
040 ▼a DLC ▼c DLC ▼d UKM ▼d PMC
049 1 ▼l 121001607 ▼f 과학
050 0 0 ▼a Q335 ▼b .M18 1990
082 0 0 ▼a 006.3/1 ▼2 20
090 ▼a 006.3 ▼b B827m
245 0 0 ▼a Machine learning, meta-reasoning, and logics / ▼c edited by Pavel B. Brazdil and Kurt Konolige.
260 ▼a Boston : ▼b Kluwer Academic Publishers ; ▼a Norwell, Mass., USA , ▼c c1990.
300 ▼a xx, 328 p. : ▼b ill. ; ▼c 26 cm.
490 1 ▼a The Kluwer international series in engineering and computer science ; ▼v SECS 82. ▼a Knowledge representation, learning, and expert systems.
504 ▼a Includes bibliographical references.
505 2 ▼a A metalevel manifesto / Paul Benjamin -- A sketch of autonomous learning using declarative bias / Stuart Russell and Benjamin Grosof -- Shift of bias as non-monotonic reasoning / Benjamin Grosof and Stuart Russell -- Mutual constraints on representation and inference / Stuart Russell and Devika Subramanian -- Meta-reasoning : transcription of invited lecture / Luigia Aiello -- Overgenerality in explanation-based generalization / Haym Hirsh -- A tool for the management of incomplete theories : reasoning about explanations / Beatrice Duval and Yves Kodratoff -- A comparison of rule and exemplar-based learning systems / Peter Clark -- Discovery and revision via incremental hill climbing / Donald Rose -- Learning from imperfect data / Pavel Brazdil and Peter Clark.
505 2 ▼a Knowledge revision and multiple extensions / Camilla Schwind -- Minimal change : a criterion for choosing between competing models / Ken Satoh -- Hierarchic autoepistemic theories for nonmonotonic reasoning : preliminary report / Kurt Konolige -- Automated quantified modal logic / Fari?as del Cerro and Andreas Herzig.
650 0 ▼a Artificial intelligence.
650 0 ▼a Machine learning.
650 0 ▼a Cognitive science.
653 ▼a Artificial intelligence ▼a Development
700 1 ▼a Brazdil, Pavel B. ▼d 1945-.
700 1 ▼a Konolige, Kurt.
830 0 ▼a Kluwer international series in engineering and computer science ; ▼v SECS 82.
830 0 ▼a Kluwer international series in engineering and computer science. ▼p Knowledge representation, learning, and expert systems.

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.3 B827m Accession No. 121001607 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

I. Meta-Reasoning and Machine Learning.- A Metalevel Manifesto.- A Sketch of Autonomous Learning using Declarative Bias.- Shift of Bias as Non-Monotonic Reasoning.- Mutual Constraints on Representation and Inference.- Meta-Reasoning: Transcription of Invited Lecture by Luigia Aiello.- Discussion.- II. Reasoning About Proofs and Explanations.- Overgenerality in Explanation-Based Generalization.- A Tool for the Management of Incomplete Theories: Reasoning about Explanations.- A Comparison of Rule and Exemplar-Based Learning Systems.- Discovery and Revision via Incremental Hill Climbing.- Learning from Imperfect Data.- III. Foundations of AI and Machine Learning.- Knowledge Revision and Multiple Extensions.- Minimal Change-A Criterion for Choosing between Competing Models.- Hierarchic Autoepistemic Theories for Nonmonotonic Reasoning: Preliminary Report.- Automated Quantified Modal Logic.


Information Provided By: : Aladin

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