MLJ 1994

46 papers

A Polynomial Approach to the Constructive Induction of Structural Knowledge Jörg-Uwe Kietz, Katharina Morik

A Theory for Memory-Based Learning Jyh-Han Lin, Jeffrey Scott Vitter

Acquiring and Combining Overlapping Concepts Joel D. Martin, Dorrit Billman

Acquisition of Children's Addition Strategies: A Model of Impasse-Free, Knowledge-Level Learning Randolph M. Jones, Kurt VanLehn

Algebraic Reasoning About Reactions: Discovery of Conserved Properties in Particle Physics Raúl E. Valdés-Pérez

Algorithms and Lower Bounds for On-Line Learning of Geometrical Concepts Wolfgang Maass, György Turán

An Upper Bound on the Loss from Approximate Optimal-Value Functions Satinder P. Singh, Richard C. Yee

Approximation and Estimation Bounds for Artificial Neural Networks Andrew R. Barron

Associative Reinforcement Learning: A Generate and Test Algorithm Leslie Pack Kaelbling

Associative Reinforcement Learning: Functions in K-DNF Leslie Pack Kaelbling

Asynchronous Stochastic Approximation and Q-Learning John N. Tsitsiklis

Bias in Information-Based Measures in Decision Tree Induction Allan P. White, Wei Zhong Liu

Bounds on the Sample Complexity of Bayesian Learning Using Information Theory and the VC Dimension David Haussler, Michael J. Kearns, Robert E. Schapire

Case-Based Learning: Predictive Features in Indexing Colleen M. Seifert, Kristian J. Hammond, Hollyn M. Johnson, Timothy M. Converse, Thomas F. McDoughal, Scott W. Vanderstoep

Children, Adults, and Machines as Discovery Systems David Klahr

Combining Symbolic and Neural Learning Jude W. Shavlik

Complexity-Based Induction Darrell Conklin, Ian H. Witten

Concept Formation During Interactive Theory Revision Stefan Wrobel

Discrete Sequence Prediction and Its Applications Philip D. Laird, Ronald Saul

Explicit Representation of Concept Negation Jean-Francois Puget

Flattening and Saturation: Two Representation Changes for Generalization Céline Rouveirol

Generalizing Version Spaces Haym Hirsh

Higher-Order Neural Networks Applied to 2D and 3D Object Recognition Lilly Spirkovska, Max B. Reid

Hypothesis-Driven Constructive Induction in AQ17-HCI: A Method and Experiments Janusz Wnek, Ryszard S. Michalski

Improving Generalization with Active Learning David A. Cohn, Les E. Atlas, Richard E. Ladner

Incremental Abductive EBL William W. Cohen

Learning Nonoverlapping Perceptron Networks from Examples and Membership Queries Thomas R. Hancock, Mostefa Golea, Mario Marchand

Learning Probabilistic Read-Once Formulas on Product Distributions Robert E. Schapire

Machine Learning and Qualitative Reasoning Ivan Bratko

Modeling Cognitive Development on Balance Scale Phenomena Thomas R. Shultz, Denis Mareschal, William C. Schmidt

Neural Network-Based Vision for Precise Control of a Walking Robot Dean Pomerleau

On-Line Learning from Search Failures Neeraj Bhatnagar, Jack Mostow

On-Line Learning of Rectangles and Unions of Rectangles Zhixiang Chen, Wolfgang Maass

Quantifying Prior Determination Knowledge Using the PAC Learning Model Sridhar Mahadevan, Prasad Tadepalli

Randomly Fallible Teachers: Learning Monotone DNF with an Incomplete Membership Oracle Dana Angluin, Donna K. Slonim

Simulating the Child's Acquisition of the Lexicon and Syntax-Experiences with Babel Rick Kazman

Statistical Methods for Analyzing Speedup Learning Experiments Oren Etzioni, Ruth Etzioni

TD(lambda) Converges with Probability 1 Peter Dayan, Terrence J. Sejnowski

The Importance of Attribute Selection Measures in Decision Tree Induction Wei Zhong Liu, Allan P. White

The Learnability of Description Logics with Equality Constraints William W. Cohen, Haym Hirsh

The Power of Self-Directed Learning Sally A. Goldman, Robert H. Sloan

Toward an Ideal Trainer Susan L. Epstein

Toward Efficient Agnostic Learning Michael J. Kearns, Robert E. Schapire, Linda Sellie

Tracking Drifting Concepts by Minimizing Disagreements David P. Helmbold, Philip M. Long

Trading Accuracy for Simplicity in Decision Trees Marko Bohanec, Ivan Bratko

Using Neural Networks to Modularize Software Robert W. Schwanke, Stephen Jose Hanson