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Volumn AIDSS, Issue , 2007, Pages 69-75

Using decision tree learning to predict workflow activity time consumption

Author keywords

Machine learning; Time analysis; Workflow management system

Indexed keywords

ACTIVITY TIME; DECISION TREE LEARNING; DECISION TREE LEARNING ALGORITHM; GLOBAL MEASURES; MACHINE LEARNING; NEW PROCESS; NON-TRIVIAL TASKS; PREDICTION ACCURACY; TIME ANALYSIS; TIME CONSUMPTION; VEHICLE MANUFACTURING; WORKFLOW APPLICATIONS; WORKFLOW MANAGEMENT SYSTEM;

EID: 67649992195     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (21)
  • 1
    • 67649988121 scopus 로고    scopus 로고
    • Aalst, W. M. P. V. D. & Reijers, H. A. (2003) Analysis of Discrete-time Stochastic Petrinets. Journal of the Netherlands of Society for Statics and Operations Research, 58.
    • Aalst, W. M. P. V. D. & Reijers, H. A. (2003) Analysis of Discrete-time Stochastic Petrinets. Journal of the Netherlands of Society for Statics and Operations Research, 58.
  • 4
    • 67649966361 scopus 로고    scopus 로고
    • Temporal Conceptual Modelling of Workflows
    • Springer Berlin, Heidelberg
    • Combi, C. & Pozzi, G. (2003a) Temporal Conceptual Modelling of Workflows Conceptual Modeling - ER 2003. Springer Berlin / Heidelberg.
    • (2003) Conceptual Modeling - ER 2003
    • Combi, C.1    Pozzi, G.2
  • 5
    • 67649981696 scopus 로고    scopus 로고
    • Towards Temporal Information in Workflow Systems
    • Springer Berlin, Heidelberg
    • Combi, C. & Pozzi, G. (2003b) Towards Temporal Information in Workflow Systems Advanced Conceptual Modeling Techniques. Springer Berlin / Heidelberg.
    • (2003) Advanced Conceptual Modeling Techniques
    • Combi, C.1    Pozzi, G.2
  • 7
    • 33646168439 scopus 로고    scopus 로고
    • Managing Time in Workflow Systems
    • FISCHER, L, Ed, Future Strategies Inc, USA
    • Eder, J. & Panagos, E. (2000) Managing Time in Workflow Systems. IN FISCHER, L. (Ed.) Workflow Handbook 2001. Future Strategies Inc., USA.
    • (2000) Workflow Handbook 2001
    • Eder, J.1    Panagos, E.2
  • 10
    • 2442514401 scopus 로고    scopus 로고
    • Greg, Rio, B., Jacques, W. & Clarence, E. (2004) Applying Scheduling Techniques to Minimize The Number of Late Jobs in Workflow Systems. Proceedings of the 2004 ACM symposium on Applied computing. Nicosia, Cyprus, ACM Press.
    • Greg, Rio, B., Jacques, W. & Clarence, E. (2004) Applying Scheduling Techniques to Minimize The Number of Late Jobs in Workflow Systems. Proceedings of the 2004 ACM symposium on Applied computing. Nicosia, Cyprus, ACM Press.
  • 11
    • 67649988122 scopus 로고    scopus 로고
    • Jiawei, H. & Kamber, M. (2001) Data Mining : Concepts and Techniques San Francisco, Morgan Kaufmann.
    • Jiawei, H. & Kamber, M. (2001) Data Mining : Concepts and Techniques San Francisco, Morgan Kaufmann.
  • 20
    • 14544290921 scopus 로고    scopus 로고
    • An Architecture for Workflow Scheduling Under Resource Allocation Constraints
    • Senkul, P. & Toroslu, I. H. (2005) An Architecture for Workflow Scheduling Under Resource Allocation Constraints. Information Systems, 30, 399-422.
    • (2005) Information Systems , vol.30 , pp. 399-422
    • Senkul, P.1    Toroslu, I.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.