메뉴 건너뛰기




Volumn 9253, Issue , 2015, Pages 441-456

Efficient process model discovery using maximal pattern mining

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; ENTERPRISE RESOURCE MANAGEMENT; MANAGEMENT SCIENCE;

EID: 84944704995     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-23063-4_29     Document Type: Conference Paper
Times cited : (27)

References (37)
  • 2
    • 84890470685 scopus 로고    scopus 로고
    • Mining process models from workflow logs
    • In: Schek, H.-J., Saltor, F., Ramos, I., Alonso, G. (eds.), Springer, Heidelberg
    • Agrawal, R., Gunopulos, D., Leymann, F.: Mining process models from workflow logs. In: Schek, H.-J., Saltor, F., Ramos, I., Alonso, G. (eds.) EDBT 1998. LNCS, vol. 1377, pp. 469–483. Springer, Heidelberg (1998)
    • (1998) EDBT 1998. LNCS , vol.1377 , pp. 469-483
    • Agrawal, R.1    Gunopulos, D.2    Leymann, F.3
  • 4
    • 0032328790 scopus 로고    scopus 로고
    • Automating the discovery of AS-IS business process models: Probabilistic and algorithmic approaches
    • Datta, A.: Automating the discovery of AS-IS business process models: probabilistic and algorithmic approaches. Information Systems Research 9, 275–301 (1998)
    • (1998) Information Systems Research , vol.9 , pp. 275-301
    • Datta, A.1
  • 6
    • 77952076017 scopus 로고    scopus 로고
    • Process miner - a tool for mining process schemes from event-based data
    • In: Flesca, S., Greco, S., Leone, N., Ianni, G. (eds.), Springer, Heidelberg
    • Schimm, G.: Process miner - a tool for mining process schemes from event-based data. In: Flesca, S., Greco, S., Leone, N., Ianni, G. (eds.) JELIA 2002. LNCS (LNAI), vol. 2424, pp. 525–528. Springer, Heidelberg (2002)
    • (2002) JELIA 2002. LNCS (LNAI) , vol.2424 , pp. 525-528
    • Schimm, G.1
  • 7
    • 0346969639 scopus 로고    scopus 로고
    • Mining exact models of concurrent workflows
    • Schimm, G.: Mining exact models of concurrent workflows. Computers in Industry 53, 265–281 (2004)
    • (2004) Computers in Industry , vol.53 , pp. 265-281
    • Schimm, G.1
  • 13
    • 38049156249 scopus 로고    scopus 로고
    • Fuzzy mining – adaptive process simplification based on multi-perspective metrics
    • In: Alonso, G., Dadam, P., Rosemann, M. (eds.), Springer, Heidelberg
    • Günther, C.W., van der Aalst, W.M.: 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. LNCS , vol.4714 , pp. 328-343
    • Günther, C.W.1    van der Aalst, W.M.2
  • 15
    • 33750149405 scopus 로고    scopus 로고
    • An integrated life cycle for workflow management based on learning and planning
    • Ferreira, H., Ferreira, D.: An integrated life cycle for workflow management based on learning and planning. IJCIS 15, 485–505 (2006)
    • (2006) IJCIS , vol.15 , pp. 485-505
    • Ferreira, H.1    Ferreira, D.2
  • 16
    • 38049165950 scopus 로고    scopus 로고
    • Inducing declarative logicbased models from labeled traces
    • In: Alonso, G., Dadam, P., Rosemann, M. (eds.), Springer, Heidelberg
    • Lamma, E., Mello, P., Montali, M., Riguzzi, F., Storari, S.: Inducing declarative logicbased models from labeled traces. In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 344–359. Springer, Heidelberg (2007)
    • (2007) BPM 2007. LNCS , vol.4714 , pp. 344-359
    • Lamma, E.1    Mello, P.2    Montali, M.3    Riguzzi, F.4    Storari, S.5
  • 18
    • 0032069371 scopus 로고    scopus 로고
    • Top-down induction of first-order logical decision trees
    • Blockeel, H., De Raedt, L.: Top-down induction of first-order logical decision trees. Artificial Intelligence 101, 285–297 (1998)
    • (1998) Artificial Intelligence , vol.101 , pp. 285-297
    • Blockeel, H.1    De Raedt, L.2
  • 26
    • 84892425613 scopus 로고    scopus 로고
    • Process discovery using prior knowledge
    • In: Basu, S., Pautasso, C., Zhang, L., Fu, X. (eds.), Springer, Heidelberg
    • Rembert, A.J., Omokpo, A., Mazzoleni, P., Goodwin, R.T.: Process discovery using prior knowledge. In: Basu, S., Pautasso, C., Zhang, L., Fu, X. (eds.) ICSOC 2013. LNCS, vol. 8274, pp. 328–342. Springer, Heidelberg (2013)
    • (2013) ICSOC 2013. LNCS , vol.8274 , pp. 328-342
    • Rembert, A.J.1    Omokpo, A.2    Mazzoleni, P.3    Goodwin, R.T.4
  • 27
    • 70349325936 scopus 로고    scopus 로고
    • Discovering process models from unlabelled event logs
    • In: Dayal, U., Eder, J., Koehler, J., Reijers, H.A. (eds.), Springer, Heidelberg
    • Ferreira, D.R., Gillblad, D.: Discovering process models from unlabelled event logs. In: Dayal, U., Eder, J., Koehler, J., Reijers, H.A. (eds.) BPM 2009. LNCS, vol. 5701, pp. 143–158. Springer, Heidelberg (2009)
    • (2009) BPM 2009. LNCS , vol.5701 , pp. 143-158
    • Ferreira, D.R.1    Gillblad, D.2
  • 30
    • 40549125625 scopus 로고    scopus 로고
    • The need for a process mining evaluation framework in research and practice
    • In: ter Hofstede, A.H.M., Benatallah, B., Paik, H.Y. (eds.), Springer, Heidelberg
    • Rozinat, A., de Medeiros, A.K.A., Günther, C.W., Weijters, A.J.M.M., van der Aalst, W.M.P.: The need for a process mining evaluation framework in research and practice. In: ter Hofstede, A.H.M., Benatallah, B., Paik, H.Y. (eds.) BPM 2007. LNCS, vol. 9428, pp. 84–89. Springer, Heidelberg (2007)
    • (2007) BPM 2007. LNCS , vol.9428 , pp. 84-89
    • Rozinat, A.1    de Medeiros, A.2    Günther, C.W.3    Weijters, A.4    van der Aalst, W.5
  • 32
    • 84944678700 scopus 로고    scopus 로고
    • 3TU Data Center, BPI Challenge, Event Log, data.3tu.nl/repository/collection:event_logs_real
    • BPI Challenge, Event Log
  • 33
    • 70349319805 scopus 로고    scopus 로고
    • Abstractions in process mining: A taxonomy of patterns
    • In: Dayal, U., Eder, J., Koehler, J., Reijers, H.A. (eds.), Springer, Heidelberg
    • Bose, R.P.J.C., van der Aalst, W.M.: Abstractions in process mining: a taxonomy of patterns. In: Dayal, U., Eder, J., Koehler, J., Reijers, H.A. (eds.) BPM 2009. LNCS, vol. 5701, pp. 159–175. Springer, Heidelberg (2009)
    • (2009) BPM 2009. LNCS , vol.5701 , pp. 159-175
    • Bose, R.1    van der Aalst, W.M.2
  • 34
    • 84900485338 scopus 로고    scopus 로고
    • Quality Dimensions in Process Discovery: The importance of Fitness, Precision, Generalization and Simplicit
    • Buijs, J.C.A.M., van Dongen, B. F., van der Aalst, W. M. P.: Quality Dimensions in Process Discovery: The importance of Fitness, Precision, Generalization and Simplicit., IJCIS 2(1) (2014)
    • (2014) IJCIS , vol.2 , Issue.1
    • Buijs, J.1    van Dongen, B.F.2    van der Aalst, W.3
  • 35
    • 84859127165 scopus 로고    scopus 로고
    • Replaying History on Process Models for Conformance Checking and Performance Analysis
    • van der Aalst, W.M.P., Adriansyah, A., van Dongen, B.: Replaying History on Process Models for Conformance Checking and Performance Analysis. WIREs Data Mining and Knowledge Discover 2(2), 182–192 (2012)
    • (2012) Wires Data Mining and Knowledge Discover , vol.2 , Issue.2 , pp. 182-192
    • van der Aalst, W.1    Adriansyah, A.2    van Dongen, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.