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Machine Learning, Volume 18, 1995

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Volume 18, Number 1, 1995

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Arthur J. Nevins:
A Branch and Bound Incremental Conceptual Clusterer. 5-22
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Kenji Yamanishi:
Probably Almost Discriminative Learning. 23-50
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Thomas G. Dietterich, Hermann Hild, Ghulum Bakiri:
A Comparison of ID3 and Backpropagation for English Text-to-Speech Mapping. 51-80
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Thomas L. Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron:
Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. 81-108
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Arie Ben-David, Janice Mandel:
Classification Accuracy: Machine Learning vs. Explicit Knowledge Acquisition. 109-114
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Geoffrey G. Towell:
Book Review: Neural Network Perception for Mobile Robot Guidance by Dean A. Pomerleau. Kluwer Academic Publishers, 1993. 115-119
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Dean Pomerleau:
A Reply to Towell's Book Review of Neural Network Perception for Mobile Robot Guidance. 121-122

Volume 18, Numbers 2-3, 1995

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Sally A. Goldman:
Guest Editor's Introduction. 127-129
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Paul W. Goldberg, Mark Jerrum:
Bounding the Vapnik-Chervonenkis Dimension of Concept Classes Parameterized by Real Numbers. 131-148
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Dana Ron, Ronitt Rubinfeld:
Learning Fallible Deterministic Finite Automata. 149-185
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Peter Auer, Philip M. Long, Wolfgang Maass, Gerhard J. Woeginger:
On the Complexity of Function Learning. 187-230
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Margrit Betke, Ronald L. Rivest, Mona Singh:
Piecemeal Learning of an Unknown Environment. 231-254
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Michael J. Kearns, H. Sebastian Seung:
Learning from a Population of Hypotheses. 255-276

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