메뉴 건너뛰기




Volumn 20, Issue 3, 2016, Pages 515-541

Statistical relational learning for workflow mining

Author keywords

business process management; inductive logic programming; knowledge based process models; process mining; statistical relational learning; Workflow mining

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ALGORITHMS; COMPUTATIONAL LINGUISTICS; COMPUTER CIRCUITS; DATA MINING; ENTERPRISE RESOURCE MANAGEMENT; FORMAL LOGIC; GRAPHIC METHODS; KNOWLEDGE BASED SYSTEMS; MARKOV PROCESSES; PETRI NETS; PROBABILISTIC LOGICS; RECONFIGURABLE HARDWARE;

EID: 84969808336     PISSN: 1088467X     EISSN: 15714128     Source Type: Journal    
DOI: 10.3233/IDA-160818     Document Type: Article
Times cited : (11)

References (58)
  • 7
    • 0032069371 scopus 로고    scopus 로고
    • Top-down induction of first-order logical decision trees
    • H. Blockeel and L. De Raedt, Top-down induction of first-order logical decision trees, Artificial Intelligence 101(1-2) (1998), 285-297.
    • (1998) Artificial Intelligence , vol.101 , Issue.1-2 , pp. 285-297
    • Blockeel, H.1    De Raedt, L.2
  • 11
    • 0000826543 scopus 로고
    • Negation as failure
    • H. Gallaire and J. Minker, eds, Plenum Press, New York, USA
    • K.L. Clark, Negation as failure, in: Logic and Databases, H. Gallaire and J. Minker, eds, Plenum Press, New York, USA, 1978.
    • (1978) Logic and Databases
    • Clark, K.L.1
  • 12
  • 14
    • 33749249600 scopus 로고    scopus 로고
    • The relationship between precision-recall and ROC curves
    • ACM, New York, NY, USA, Pittsburgh, Pennsylvania, USA, 25-29 June
    • J. Davis and M. Goadrich, The relationship between precision-recall and ROC curves, in: Machine Learning, Proceedings of the 23rd International Conference (ICML 2006), ACM, New York, NY, USA, Pittsburgh, Pennsylvania, USA, (25-29 June 2006), 233-240.
    • (2006) Machine Learning, Proceedings of the 23rd International Conference (ICML 2006) , pp. 233-240
    • Davis, J.1    Goadrich, M.2
  • 16
  • 18
    • 84880905111 scopus 로고    scopus 로고
    • ProbLog: A probabilistic prolog and its application in link discovery
    • Morgan Kaufmann Publishers Inc, San Francisco, CA, USA, Hyderabad, India, (6-12 January
    • L. De Raedt, A. Kimmig and H. Toivonen, ProbLog: A probabilistic prolog and its application in link discovery, in: Proceedings of 20th International Joint Conference on Artificial Intelligence (IJCAI 2007),Morgan Kaufmann Publishers Inc, San Francisco, CA, USA, Hyderabad, India, (6-12 January 2007), 2462-2467.
    • (2007) Proceedings of 20th International Joint Conference on Artificial Intelligence (IJCAI 2007) , pp. 2462-2467
    • De Raedt, L.1    Kimmig, A.2    Toivonen, H.3
  • 23
    • 33747074188 scopus 로고
    • An overview of workflow management: From process modeling to workflow automation infrastructure
    • D. Georgakopoulos, M.F. Hornick and A.P. Sheth, An overview of workflow management: From process modeling to workflow automation infrastructure, Distributed and Parallel Databases 3(2) (1995), 119-153.
    • (1995) Distributed and Parallel Databases , vol.3 , Issue.2 , pp. 119-153
    • Georgakopoulos, D.1    Hornick, M.F.2    Sheth, A.P.3
  • 26
    • 84949213850 scopus 로고    scopus 로고
    • Integrity Constraints in ILP using a Monte Carlo approach
    • Springer, Berlin Heidelberg, Stockholm, Sweden, 26-28 August
    • A. Jorge and P. Brazdil, Integrity Constraints in ILP using a Monte Carlo approach, in: Proceedings of the 6th International Workshop on Inductive Logic Programming, Springer, Berlin Heidelberg, Stockholm, Sweden, (26-28 August 1996), 229-244.
    • (1996) Proceedings of the 6th International Workshop on Inductive Logic Programming , pp. 229-244
    • Jorge, A.1    Brazdil, P.2
  • 27
    • 84949187512 scopus 로고    scopus 로고
    • Towards combining inductive logic programming with Bayesian networks
    • Springer, Berling Heidelberg, Windsor Great Park, United Kingdom, 31st July-3rd August
    • K. Kersting and L. De Raedt, Towards combining inductive logic programming with bayesian networks, in: Proceedings of the 11th International Conference on Inductive Logic Programming (ILP 2001), Springer, Berling Heidelberg, Windsor Great Park, United Kingdom, (31st July-3rd August 2001), 118-131.
    • (2001) Proceedings of the 11th International Conference on Inductive Logic Programming (ILP 2001) , pp. 118-131
    • Kersting, K.1    De Raedt, L.2
  • 38
    • 0028429573 scopus 로고
    • Inductive logic programming: Theory and methods
    • S. Muggleton and L. De Raedt, Inductive logic programming: Theory and methods, Journal of Logic Programming 19(20) (1994), 629-679.
    • (1994) Journal of Logic Programming , vol.19 , Issue.20 , pp. 629-679
    • Muggleton, S.1    De Raedt, L.2
  • 43
    • 32044466073 scopus 로고    scopus 로고
    • Markov logic networks
    • M. Richardson and P. Domingos, Markov logic networks, Machine Learning 62(1-2) (2006), 107-136.
    • (2006) Machine Learning , vol.62 , Issue.1-2 , pp. 107-136
    • Richardson, M.1    Domingos, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.