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Machine Learning (ML) - January 1991, issue 1 论文列表

本期论文列表
Editorial

Editorial

Rigel: An Inductive Learning System

Rigel: An inductive learning system

Instance-based learning algorithms

Instance-Based Learning Algorithms

Information-based evaluation criterion for classifier's performance

Information-Based Evaluation Criterion for Classifier's Performance

A Distance-Based Attribute Selection Measure for Decision Tree Induction

Improved Estimates for the Accuracy of Small Disjuncts

Improved estimates for the accuracy of small disjuncts

Exemplar-based knowledge acquisition

Book Review: Exemplar-Based Knowledge Acquisition, by Ray Bareiss. Academic Press, 1989

A Reply To Reich's Book Review of Exemplar-Based Knowledge Acquisition

A reply to Reich's book review of Exemplar-based knowledge acquisition

Symbolic and Neural Learning Algorithms: An Experimental Comparison

Symbolic and neural learning algorithms: An experimental comparison

A “PAC” algorithm for making feature maps

A “PAC” Algorithm for Making Feature Maps

Letter recognition using Holland-style adaptive classifiers

Letter Recognition Using Holland-Style Adaptive Classifiers

A critical look at experimental evaluations of EBL

A Critical Look at Experimental Evaluations of EBL

Book ReviewLearning Search Control Knowledge: An Explanation-Based Approach, by Steven Minton. Kluwer Academic Publishers, 1988, 214 pages

Learning search control knowledge: An explanation-based approach

A reply to Zito-Wolf's book review ofLearning search control knowledge: An explanation-based approach

A Reply to Zito-Wolf's Book Review of Learning Search Control Knowledge: An Explanation-Based Approach

Complexity Results on Learning by Neural Nets

Complexity results on learning by neural nets

The use of background knowledge in decision tree induction

The Use of Background Knowledge in Decision Tree Induction

A nearest hyperrectangle learning method

A Nearest Hyperrectangle Learning Method

Conflict resolution as discovery in particle physics

Conflict Resolution as Discovery in Particle Physics