Osamu Watanabe; Takashi Yokomori Algorithmic Learning Theory 9783540667483

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Автор: Osamu Watanabe; Takashi Yokomori
Название: Algorithmic Learning Theory
ISBN: 9783540667483
Издательство: Springer
Классификация:

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ISBN-10: 3540667482
Обложка/Формат: Paperback
Страницы: 372
Вес: 0.54 кг.
Дата издания: 17.11.1999
Серия: Lecture Notes in Artificial Intelligence
Язык: English
Размер: 234 x 156 x 20
Основная тема: Computer Science
Подзаголовок: 10th International Conference, ALT '99 Tokyo, Japan, December 6-8, 1999 Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: ThisvolumecontainsallthepaperspresentedattheInternationalConferenceon Algorithmic Learning Theory 1999 (ALT99), held at Waseda University Int- nationalConferenceCenter, Tokyo, Japan, December 6?8,1999.Theconference was sponsored by the Japanese Society for Arti cial Intelligence (JSAI). In response to the call for papers, 51 papers on all aspects of algorithmic learning theory and related areas were submitted, of which 26 papers were - lected for presentation by the program committee based on their originality, quality, and relevance to the theory of machine learning. In addition to these regular papers, this volume contains three papers of invited lectures presented byKatharinaMorikoftheUniversityofDortmund, RobertE.SchapireofAT&T Labs, Shannon Lab., and Kenji Yamanishi of NEC, C&C Media Research Lab. ALT99 is not just one of the ALT conference series, but this conference marks the tenth anniversary in the series that was launched in Tokyo, in Oc- ber 1990, for the discussion of research topics on all areas related to algorithmic learning theory. The ALT series was renamedlast year from\ALT workshopto \ALT conference, expressing its wider goalof providing an ideal forum to bring together researchers from both theoretical and practical learning communities, producing novel concepts and criteria that would bene t both. This movement wasre?ectedinthepaperspresentedatALT99, wheretherewereseveralpapers motivated by application oriented problems such as noise, data precision, etc. Furthermore, ALT99 benet ed from being held jointly with the 2nd Inter- tional Conference on Discovery Science (DS99), the conference for discussing, among other things, more applied aspects of machine learning. Also, we could celebrate the tenth anniversary of the ALT series with researchers from both theoretical and practical communities.

Algorithmic Learning Theory, Osamu Watanabe; Takashi Yokomori