VML: A View Modeling Language for computational knowledge discovery

Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Satoru Miyano

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

4 被引用数 (Scopus)

抄録

We present the concept of a functional programming language called VML (View Modeling Language), providing facilities to increase the efficiency of the iterative, trial-and-error cycle which frequently appears in any knowledge discovery process. In VML, functions can be specified so that returning values implicitly “remember”, with a special internal representation, that it was calculated from the corresponding function. VML also provides facilities for “matching” the remembered representation so that one can easily obtain, from a given value, the functions and/or parameters used to create the value. Further, we describe, as VML programs, successful knowledge discovery tasks which we have actually experienced in the biological domain, and argue that computational knowledge discovery experiments can be efficiently developed and conducted using this language.

本文言語英語
ホスト出版物のタイトルDiscovery Science - 4th International Conference, DS 2001, Proceedings
編集者Klaus P. Jantke, Ayumi Shinohara
出版社Springer Verlag
ページ30-44
ページ数15
ISBN(印刷版)9783540429562
DOI
出版ステータス出版済み - 2001
イベント4th International Conference on Discovery Science, DS 2001 - Washington, 米国
継続期間: 11 25 200111 28 2001

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2226
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他4th International Conference on Discovery Science, DS 2001
国/地域米国
CityWashington
Period11/25/0111/28/01

All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

フィンガープリント

「VML: A View Modeling Language for computational knowledge discovery」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル