Algorithmic learning theory : 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001 : proceedings

>> Google Books

所蔵情報QRコード

Algorithmic learning theory : 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001 : proceedings / Naoki Abe, Roni Khardon, Thomas Zeugmann (eds.)

資料種別:

図書

出版情報:

Berlin ; New York : Springer, c2001

形態:

xi, 377 p. ; 24 cm

シリーズ名:

Lecture notes in computer science ; 2225 . Lecture notes in artificial intelligence <BA00009279>

著者名:

ISBN:

9783540428756 [3540428755]

書誌ID:

BA54463425

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

主題:

Computer algorithms--Congresses; Machine learning--Congresses

言語:

英語

目次情報:

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

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

続きを見る

東工大ブックレビュー

類似資料:

1 電子ブック Algorithmic Learning Theory ALT 2001, Abe, Naoki, Khardon, Roni, Zeugmann, Thomas SpringerLink Books - AutoHoldings, Springer Berlin Heidelberg	7 図書 Algorithmic learning theory : 4th International Workshop on Analogical and Inductive Inference, AII '94 [and] 5th International Workshop on Algorithmic Learning … (: gw ; : us) International Workshop AII, 有川, 節夫, Jantke, Klaus P., International Workshop on Algorithmic Learning Theory Springer-Verlag
2 図書 Algorithmic learning theory : 6th International Workshop, ALT '95, Fukuoka, Japan, October 18-20, 1995 : proceedings International Workshop on Algorithmic Learning Theory, Jantke, Klaus P., 篠原, 武, Zeugmann, Thomas, 1956- Springer	8 図書 Algorithmic learning theory : 10th International Conference, ALT '99, Tokyo, Japan, December 6-8, 1999 : proceedings International Workshop on Algorithmic Learning Theory, 渡辺, 治(1958-), 横森, 貴 Springer
3 図書 Algorithmic learning theory : 13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002 : proceedings International Workshop on Algorithmic Learning Theory, Cesa-Bianchi, Nicolò 1963-, Numao, Masayuki, 1961-, Reischuk, … Springer	9 図書 Algorithmic learning theory : 9th international conference, ALT '98, Otzenhausen, Germany, October 8-10, 1998 : proceedings International Workshop on Algorithmic Learning Theory, Richter, Michael M., 1938- Springer
4 図書 Algorithmic learning theory : 7th International Workshop, ALT '96, Sydney, Australia, October 23-25, 1996 : proceedings International Workshop on Algorithmic Learning Theory, Sharma, Arun K., 1962-, 有川, 節夫 Springer	10 図書 Algorithmic learning theory : 14th International Conference, ALT 2003, Sapporo, Japan, October 17-19, 2003 : proceedings International Workshop on Algorithmic Learning Theory, Gavaldà, Ricard, Jantke, Klaus P., Takimoto, Eiji Springer
5 図書 Algorithmic learning theory : 4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993 : proceedings (: gw ; : us) International Workshop on Algorithmic Learning Theory, Jantke, Klaus P. Springer-Verlag	11 図書 Algorithmic learning theory : 16th International Conference, ALT 2005, Singapore, October 8-11, 2005 : proceedings International Workshop on Algorithmic Learning Theory, Jain, Sanjay, 1965 Feb. 22-, Simon, Hans Ulrich, 1954-, 富田, … Springer
6 図書 Algorithmic learning theory : 8th international workshop, ALT '97, Sendai, Japan, October 6-8, 1997 : proceedings International Workshop on Algorithmic Learning Theory, Li, Ming, 丸岡, 章 Springer	12 図書 Algorithmic learning theory : 15th International Conference, ALT 2004, Padova, Italy, October 2-5, 2004 : proceedings International Workshop on Algorithmic Learning Theory, Ben-David, Shai, Case, John, 1942-, 丸岡, 章 Springer