Mendeley出力
＜図書＞
Feature extraction, construction and selection : a data mining perspective
| 責任表示 | edited by Huan Liu and Hiroshi Motoda |
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| シリーズ | The Kluwer international series in engineering and computer science ; SECS 453 |
| データ種別 | 図書 |
| 出版情報 | Boston : Kluwer Academic , c1998 |
| 本文言語 | 英語 |
| 大きさ | xxiv, 410 p. : ill. ; 25 cm |
| 概要 | Two dozen contributions disseminate among the data mining community a variety of methods for extracting, constructing, and selecting features from a large database. The first part includes studies of ...ackground, foundation, and general approaches. The other four parts can each stand alone; they describe selecting subsets, extracting features, constructing features, and combined approaches. Among the specific topics are the wrapper approach, selecting features by the vertical compactness of data, lexical contextual relations for the unsupervised discovery of texts features, constructing different types of new features for decision-tree learning, transforming features by decomposing functions, and feature selection based on an interactive genetic algorithm and its application to marketing data analysis. Annotation copyrighted by Book News, Inc., Portland, OR続きを見る |
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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理系図1F 開架 | 007.609/L 73 | 1998 |
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026211998002698 |
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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 | Liu, Huan 元田, 浩 <モトダ, ヒロシ> |
| 件 名 | LCSH:Database management LCSH:Data mining |
| 分 類 | LCC:QA76.9.D3 DC21:006.3 |
| 書誌ID | 1001210060 |
| ISBN | 0792381963 |
| NCID | BA3746297X |
| 巻冊次 | ISBN:0792381963 |
| 登録日 | 2009.09.18 |
| 更新日 | 2009.09.18 |