Discovery of laws

Citation
H. Motoda et T. Washio, Discovery of laws, IEICE T INF, E83D(1), 2000, pp. 44-51
Citations number
20
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
ISSN journal
09168532 → ACNP
Volume
E83D
Issue
1
Year of publication
2000
Pages
44 - 51
Database
ISI
SICI code
0916-8532(200001)E83D:1<44:DOL>2.0.ZU;2-G
Abstract
Methods to discover laws are reviewed from among both statistical approach and artificial intelligence approach with more emphasis placed on the latte r. Dimensions discussed are variable dependency checking, passive or active data gathering, single or multiple laws discovery, static (equilibrium) or dynamic (transient) behavior, quantitative (numeric) or qualitative or str uctural law discovery, and use of domain-general knowledge. Some of the rep resentative discovery systems are also briefly discussed in conjunction wit h the methods used in the above dimensions.