ENGINEERING APPLICATIONS OF ILP

Citation
I. Bratko et S. Dzeroski, ENGINEERING APPLICATIONS OF ILP, New generation computing, 13(3-4), 1995, pp. 313-333
Citations number
56
Categorie Soggetti
Computer Sciences","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
ISSN journal
02883635
Volume
13
Issue
3-4
Year of publication
1995
Pages
313 - 333
Database
ISI
SICI code
0288-3635(1995)13:3-4<313:EAOI>2.0.ZU;2-R
Abstract
Several applications of Inductive Logic Programming (ILP) are presente d. These belong to various areas of engineering, including mechanical, environmental, software, and dynamical systems engineering. The parti cular applications are finite element mesh design, biological classifi cation of river water quality, data reification, inducing program inva riants, learning qualitative models of dynamic systems, and learning c ontrol rules for dynamic systems. A number of other applications are b riefly mentioned. Finally, a discussion of the advantages and disadvan tages of ILP as compared to other approaches to machine learning is gi ven.