• VML: A View Modeling Language...

Treffer: VML: A View Modeling Language for computational knowledge discovery

Title:
VML: A View Modeling Language for computational knowledge discovery
Authors:
BANNAI, Hideo, TAMADA, Yoshinori, MARUYAMA, Osamu, MIYANO, Satoru
Source:
DS 2001 : discovery science (Washington DC, 25-28 November 2001)Lecture notes in computer science. :30-44
Publisher Information:
Berlin: Springer, 2001.
Publication Year:
2001
Physical Description:
print, 28 ref
Original Material:
INIST-CNRS
Subject Terms:
Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Informatique théorique, Theoretical computing, Théorie des langages et analyse syntaxique, Language theory and syntactical analysis, Intelligence artificielle, Artificial intelligence, Apprentissage et systèmes adaptatifs, Learning and adaptive systems, Découverte connaissance, Knowledge discovery, Descubrimiento conocimiento, Langage fonctionnel, Functional language, Lenguaje funcional, Langage programmation, Programming language, Lenguaje programación, Méthode itérative, Iterative method, Método iterativo, Programmation fonctionnelle, Functional programming, Programación funcional
Document Type:
Konferenz Conference Paper
File Description:
text
Language:
English
Author Affiliations:
Human Genome Center, Institute of Medical Science, University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
Department of Mathematical Sciences, Tokai University, 1117 Kitakaname, Hiratuka-shi, Kanagawa 259-1292, Japan
Faculty of Mathematics, Kyushu University Kyushu University 36, Fukuoka 812-8581, Japan
ISSN:
0302-9743
Access URL:
http://pascal-francis.inist.fr/vibad/index.php?action=search&terms=14046069
Rights:
Copyright 2002 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Computer science; theoretical automation; systems
Accession Number:
edscal.14046069
Database:
PASCAL Archive

Weitere Informationen

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.