메뉴 건너뛰기




Volumn 158, Issue 2, 2004, Pages 189-214

Qualitatively faithful quantitative prediction

Author keywords

Automated model building; Inductive learning; Learning qualitative models; Machine learning; Numerical regression; Qualitative reasoning; System identification

Indexed keywords

CONSTRAINT THEORY; DATABASE SYSTEMS; IDENTIFICATION (CONTROL SYSTEMS); LEARNING SYSTEMS; MATHEMATICAL MODELS; PREDICTIVE CONTROL SYSTEMS; REGRESSION ANALYSIS;

EID: 4344686215     PISSN: 00043702     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.artint.2004.05.002     Document Type: Article
Times cited : (36)

References (32)
  • 3
    • 0035568721 scopus 로고    scopus 로고
    • A hybrid input-output approach to model metabolic systems: An application to intracellular thiamine kinetics
    • Bellazzi R., Guglielmann R., Ironi L. A hybrid input-output approach to model metabolic systems: An application to intracellular thiamine kinetics. J. Biomedical Inform. 24:2001;221-248.
    • (2001) J. Biomedical Inform. , vol.24 , pp. 221-248
    • Bellazzi, R.1    Guglielmann, R.2    Ironi, L.3
  • 8
    • 2342489047 scopus 로고
    • Generating qualitative models from example behaviours
    • University of New South Wales
    • E. Coiera, Generating qualitative models from example behaviours, Technical Report 8901, University of New South Wales, 1989.
    • (1989) Technical Report , vol.8901
    • Coiera, E.1
  • 9
    • 0029220108 scopus 로고
    • Discovering dynamics: From inductive logic programming to machine discovery
    • Džeroski S., Todorovski L. Discovering dynamics: from inductive logic programming to machine discovery. J. Intell. Information Syst. 4:1995;89-108.
    • (1995) J. Intell. Information Syst. , vol.4 , pp. 89-108
    • Džeroski, S.1    Todorovski, L.2
  • 10
    • 0031069041 scopus 로고    scopus 로고
    • Learning qualitative models of dynamic systems
    • Hau D., Coiera E. Learning qualitative models of dynamic systems. Machine Learning. 26:1997;177-211.
    • (1997) Machine Learning , vol.26 , pp. 177-211
    • Hau, D.1    Coiera, E.2
  • 11
    • 0021613150 scopus 로고
    • Qualitative process theory
    • Forbus K. Qualitative process theory. Artificial Intelligence. 24:1984;85-168.
    • (1984) Artificial Intelligence , vol.24 , pp. 85-168
    • Forbus, K.1
  • 14
    • 0034517586 scopus 로고    scopus 로고
    • Estimating monotonic functions and their bounds
    • Kay H., Ungar L.H. Estimating monotonic functions and their bounds. AIChE J. 46:(12):2000;2426-2434.
    • (2000) AIChE J. , vol.46 , Issue.12 , pp. 2426-2434
    • Kay, H.1    Ungar, L.H.2
  • 15
    • 0021577685 scopus 로고
    • A qualitative physics based on confluences
    • de Kleer J., Brown J. A qualitative physics based on confluences. Artificial Intelligence. 24:1984;7-83.
    • (1984) Artificial Intelligence , vol.24 , pp. 7-83
    • De Kleer, J.1    Brown, J.2
  • 17
    • 46149128342 scopus 로고
    • Qualitative simulation
    • Kuipers B. Qualitative simulation. Artificial Intelligence. 29:1986;289-338.
    • (1986) Artificial Intelligence , vol.29 , pp. 289-338
    • Kuipers, B.1
  • 22
    • 0018015137 scopus 로고
    • Modelling by shortest data description
    • Rissanen J. Modelling by shortest data description. Automatica. 14:1978;465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 23
    • 0030145238 scopus 로고    scopus 로고
    • Qualitative system identification: Deriving structure from behavior
    • Say A., Kuru S. Qualitative system identification: deriving structure from behavior. Artificial Intelligence. 83:1996;75-141.
    • (1996) Artificial Intelligence , vol.83 , pp. 75-141
    • Say, A.1    Kuru, S.2
  • 24
    • 4344687245 scopus 로고    scopus 로고
    • Simpack software, Intec. www.simpack.com:2002;
    • (2002)
  • 26
    • 1942450283 scopus 로고    scopus 로고
    • Qualitative reverse engineering
    • Sydney, Australia, C. Sammut, & A. Hoffmann. San Mateo, CA: Morgan Kaufmann
    • Šuc D., Bratko I. Qualitative reverse engineering. Sammut C., Hoffmann A. Proceedings of the 19th International Conf. on Machine Learning, Sydney, Australia. 2002;610-617 Morgan Kaufmann, San Mateo, CA.
    • (2002) Proceedings of the 19th International Conf. on Machine Learning , pp. 610-617
    • Šuc, D.1    Bratko, I.2
  • 28
    • 1542568769 scopus 로고    scopus 로고
    • Ph.D. Thesis, Faculty of Computer and Information Sc., University of Ljubljana, Slovenia
    • D. Šuc, Machine reconstruction of human control strategies, Ph.D. Thesis, Faculty of Computer and Information Sc., University of Ljubljana, Slovenia, 2001.
    • (2001) Machine Reconstruction of Human Control Strategies
    • Šuc, D.1
  • 29
    • 4344607387 scopus 로고    scopus 로고
    • Machine Reconstruction of Human Control Strategies
    • Amsterdam: IOS Press
    • Šuc D. Machine Reconstruction of Human Control Strategies. Frontiers Artificial Intelligence Appl. vol. 99:2003;IOS Press, Amsterdam.
    • (2003) Frontiers Artificial Intelligence Appl. , vol.99
    • Šuc, D.1
  • 32


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.