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1.

図書

図書
Naoki Abe, Roni Khardon, Thomas Zeugmann (eds.)
出版情報: Berlin ; New York : Springer, c2001  xi, 377 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2225 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
EditorsÆ Introduction / N. Abe ; R. Khardon ; T. Zeugmann
Invited Papers
The Discovery Science Project in Japan / S. Arikawa
Queries Revisited / D. Angluin
Robot Baby 2001 / P.R. Cohen ; T. Oates ; N. Adams ; C.R. Beal
Discovering Mechanisms: A Computational Philosophy of Science Perspective / L. Darden
Inventing Discovery Tools: Combining Information Visualization with Data Mining / B. Shneiderman
Complexity of Learning
On Learning Correlated Boolean Functions Using Statistical Queries / K. Yang
A Simpler Analysis of the Multi-way Branching Decision Tree Boosting Algorithm / K. Hatano
Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard / J. &Scron;ima
Support Vector Machines
Learning of Boolean Functions Using Support Vector Machines / K. Sadohara
A Random Sampling Technique for Training Support Vector Machines (For Primal-Form Maximal-Margin Classifiers) / J. Balcázar ; Y. Dai ; O. Watanabe
New Learning Models
Learning Coherent Concepts / A. Garg ; D. Roth
Learning Intermediate Concepts / S.S. Kwek
Real-Valued Multiple-Instance Learning with Queries / D.R. Dooly ; S.A. Goldman
Online Learning
Loss Functions, Complexities, and the Legendre Transformation / Y. Kalnishkan ; M.V. Vyugin ; V. Vovk
Non-linear Inequalities between Predictive and Kolmogorov Complexities / V.V. V'yugin
Inductive Inference
Learning by Switching Type of Information / S. Jain ; F. Stephan
Learning How to Separate
Learning Languages in a Union / Y.K. Ng ; T.S. Tay
On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes / S. Zilles
Refutable Inductive Inference
Refutable Language Learning with a Neighbor System / Y. Mukouchi ; M. Sato
Learning Recursive Functions Refutably / E. Kinber ; R. Wiehagen
Refuting Learning Revisited / W. Merkle
Learning Structures and Languages
Efficient Learning of Semi-structured Data from Queries / H. Arimura ; H. Sakamoto
Extending Elementary Formal Systems / S. Lange ; G. Grieser ; K.P. Jantke
Learning Regular Languages Using RFSA / F. Denis ; A. Lemay ; A. Terlutte
Inference of ?-Languages from Prefixes / C. de la Higuera ; J.-C. Janodet
Author Index
EditorsÆ Introduction / N. Abe ; R. Khardon ; T. Zeugmann
Invited Papers
The Discovery Science Project in Japan / S. Arikawa
2.

図書

図書
Klaus P. Jantke, Takeshi Shinohara, Thomas Zeugmann, (eds.)
出版情報: Berlin ; Tokyo : Springer, c1995  xv, 318 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 997 . Lecture notes in artificial intelligence
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