Mendeley出力
＜図書＞
Machine learning : from theory to applications : cooperative research at Siemens and MIT
| 責任表示 | S.J. Hanson, W. Remmele, R.L. Rivest (eds.) |
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| シリーズ | Lecture notes in computer science ; 661 |
| データ種別 | 図書 |
| 出版情報 | Berlin ; New York : Springer , c1993 |
| 本文言語 | 英語 |
| 大きさ | viii, 271 p. : ill. ; 24 cm |
| 概要 | This volume includes some of the key research papers in thearea of machine learning produced at MIT and Siemens duringa three-year joint research effort. It includes papers onmany different styles of...machine learning, organized intothree parts.Part I, theory, includes three papers on theoretical aspectsof machine learning. The first two use the theory ofcomputational complexity to derive some fundamental limitson what isefficiently learnable. The third provides anefficient algorithm for identifying finite automata.Part II, artificial intelligence and symbolic learningmethods, includes five papers giving an overview of thestate of the art and future developments in the field ofmachine learning, a subfield of artificial intelligencedealing with automated knowledge acquisition and knowledgerevision.Part III, neural and collective computation, includes fivepapers sampling the theoretical diversity and trends in thevigorous new research field of neural networks: massivelyparallel symbolic induction, task decomposition throughcompetition, phoneme discrimination, behavior-basedlearning, and self-repairing neural networks. 続きを見る |
| 電子版へのリンク | https://hdl.handle.net/2324/7018593 |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
|---|---|---|---|---|---|---|---|---|---|---|
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: gw | 理系図 自動書庫 | 007/L 49 | 1993 |
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068252193001853 |
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: gw | 理系図 自動書庫 | 408/L 49 | 1993 |
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061232004010864 |
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書誌詳細
| 一般注記 | Includes bibliographical references and index |
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| 著者標目 | Hanson, Stephen José Remmele, Werner Rivest, Ronald L. |
| 件 名 | LCSH:Machine learning -- Congresses
全ての件名で検索
LCSH:Artificial intelligence -- Congresses 全ての件名で検索 LCSH:Neural networks (Computer science) -- Congresses 全ての件名で検索 |
| 分 類 | LCC:Q325.5 DC20:006.3/1 NDC8:007.1 |
| 書誌ID | 1000913188 |
| ISBN | 0387564837 |
| NCID | BA19828956 |
| 巻冊次 | : us ; ISBN:0387564837 : gw ; ISBN:3540564837 |
| 登録日 | 2009.09.16 |
| 更新日 | 2017.02.18 |