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Volumn 8659 LNCS, Issue , 2014, Pages 118-133

A genetic algorithm for process discovery guided by completeness, precision and simplicity

Author keywords

genetic mining; Petri nets; process discovery; Process mining

Indexed keywords

ENTERPRISE RESOURCE MANAGEMENT; GENETIC ALGORITHMS; PETRI NETS;

EID: 84906761281     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-10172-9_8     Document Type: Conference Paper
Times cited : (9)

References (13)
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    • De Medeiros, A.1
  • 4
    • 38049156249 scopus 로고    scopus 로고
    • Fuzzy mining - Adaptive process simplification based on multi-perspective metrics
    • Alonso, G., Dadam, P., Rosemann, M. (eds.) LNCS, Springer, Heidelberg
    • Günther, C.W., van der Aalst, W.M.P.: Fuzzy mining - adaptive process simplification based on multi-perspective metrics. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 328-343. Springer, Heidelberg (2007)
    • (2007) BPM 2007 , vol.4714 , pp. 328-343
    • Günther, C.W.1    Van Der Aalst, W.M.P.2
  • 5
    • 35748949584 scopus 로고    scopus 로고
    • Conformance checking of processes based on monitoring real behavior
    • Rozinat, A., van der Aalst, W.M.P.: Conformance checking of processes based on monitoring real behavior. Information Systems 33(1), 64-95 (2008)
    • (2008) Information Systems , vol.33 , Issue.1 , pp. 64-95
    • Rozinat, A.1    Van Der Aalst, W.M.P.2
  • 6
    • 78649972111 scopus 로고    scopus 로고
    • Prediction of business process model quality based on structural metrics
    • Parsons, J., Saeki, M., Shoval, P., Woo, C., Wand, Y. (eds.) LNCS, Springer, Heidelberg
    • Sánchez-González, L., García, F., Mendling, J., Ruiz, F., Piattini, M.: Prediction of business process model quality based on structural metrics. In: Parsons, J., Saeki, M., Shoval, P., Woo, C., Wand, Y. (eds.) ER 2010. LNCS, vol. 6412, pp. 458-463. Springer, Heidelberg (2010)
    • (2010) ER 2010 , vol.6412 , pp. 458-463
    • Sánchez-González, L.1    García, F.2    Mendling, J.3    Ruiz, F.4    Piattini, M.5
  • 10
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    • Process discovery using integer linear programming
    • van Hee, K.M., Valk, R. (eds.) LNCS, Springer, Heidelberg
    • van der Werf, J.M.E.M., van Dongen, B.F., Hurkens, C.A.J., Serebrenik, A.: Process discovery using integer linear programming. In: van Hee, K.M., Valk, R. (eds.) PETRI NETS 2008. LNCS, vol. 5062, pp. 368-387. Springer, Heidelberg (2008)
    • (2008) PETRI NETS 2008 , vol.5062 , pp. 368-387
    • Van Der Werf, J.M.E.M.1    Van Dongen, B.F.2    Hurkens, C.A.J.3    Serebrenik, A.4
  • 13
    • 38049068136 scopus 로고    scopus 로고
    • Mining invisible tasks from event logs
    • Dong, G., Lin, X., Wang, W., Yang, Y., Yu, J.X. (eds.) LNCS, Springer, Heidelberg
    • Wen, L.,Wang, J., Sun, J.: Mining invisible tasks from event logs. In: Dong, G., Lin, X., Wang, W., Yang, Y., Yu, J.X. (eds.) APWeb/WAIM 2007. LNCS, vol. 4505, pp. 358-365. Springer, Heidelberg (2007)
    • (2007) APWeb/WAIM 2007 , vol.4505 , pp. 358-365
    • Wen, L.1    Wang, J.2    Sun, J.3


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