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Volumn 26, Issue 12, 2014, Pages 3064-3076

Process discovery algorithms using numerical abstract domains

Author keywords

Business; Formal methods; Mining methods and algorithms; Software Engineering Process; Workflow management

Indexed keywords

FORMAL METHODS;

EID: 84910070794     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2013.156     Document Type: Article
Times cited : (20)

References (36)
  • 2
    • 0024645936 scopus 로고
    • Petri nets: Properties, analysis and applications
    • Apr.
    • T. Murata, "Petri nets: Properties, analysis and applications," Proc. IEEE, vol. 77, no. 4, pp. 541-580, Apr. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.4 , pp. 541-580
    • Murata, T.1
  • 3
    • 78049338778 scopus 로고    scopus 로고
    • Process mining meets abstract interpretation
    • J. L. Balcázar, F. Bonchi, A. Gionis, and M. Sebag, Eds. Berlin, Germany Springer LNCS 6321
    • J. Carmona and J. Cortadella, "Process mining meets abstract interpretation," in ECML/PKDD (1), J. L. Balcázar, F. Bonchi, A. Gionis, and M. Sebag, Eds. Berlin, Germany: Springer, 2010, pp. 184-199, LNCS 6321.
    • (2010) ECML/PKDD(1) , pp. 184-199
    • Carmona, J.1    Cortadella, J.2
  • 4
    • 4544353101 scopus 로고    scopus 로고
    • Workflow mining: Discovering process models from event logs
    • Sept.
    • W. M. P. van der Aalst, T. Weijters, and L. Maruster, "Workflow mining: Discovering process models from event logs," IEEE Trans. Knowl. Data Eng., vol. 16, no. 9, pp. 1128-1142, Sept. 2004.
    • (2004) IEEE Trans. Knowl. Data Eng. , vol.16 , Issue.9 , pp. 1128-1142
    • Van Der Aalst, P.W.M.1    Weijters, T.2    Maruster, L.3
  • 5
    • 84883435609 scopus 로고    scopus 로고
    • Mining process models with non-free-choice constructs
    • Oct.
    • L. Wen, W. M. P. van der Aalst, J. Wang, and J. Sun, "Mining process models with non-free-choice constructs," Data Min. Knowl. Discov., vol. 15, no. 2, pp. 145-180, Oct. 2007.
    • (2007) Data Min. Knowl. Discov. , vol.15 , Issue.2 , pp. 145-180
    • Wen, L.1    Van Der Aalst, P.W.M.2    Wang, J.3    Sun, J.4
  • 6
    • 62249195621 scopus 로고    scopus 로고
    • A novel approach for process mining based on event types
    • Apr.
    • L. Wen, J. Wang, W. van der Aalst, B. Huang, and J. Sun, "A novel approach for process mining based on event types," J. Intell. Inform. Syst., vol. 32, no. 2, pp. 163-190, Apr. 2009.
    • (2009) J. Intell. Inform. Syst. , vol.32 , Issue.2 , pp. 163-190
    • Wen, L.1    Wang, J.2    Aalst Der W.Van3    Huang, B.4    Sun, J.5
  • 9
    • 48249100435 scopus 로고    scopus 로고
    • Process discovery using integer linear programming
    • K. M. van Hee and R. Valk, Eds. XiŠan, China Springer LNCS 5062
    • J. M. E. M. van der Werf, B. F. van Dongen, C. A. J. Hurkens, and A. Serebrenik, "Process discovery using integer linear programming," in Petri Nets, K. M. van Hee and R. Valk, Eds. XiŠan, China: Springer, 2008, pp. 368-387, LNCS 5062.
    • (2008) Petri Nets , pp. 368-387
    • Van Der Werf, M.E.J.M.1    Van Dongen, B.F.2    Hurkens, C.A.J.3    Serebrenik, A.4
  • 10
    • 76549086747 scopus 로고    scopus 로고
    • New region-based algorithms for deriving bounded Petri nets
    • Mar.
    • J. Carmona, J. Cortadella, and M. Kishinevsky, "New region-based algorithms for deriving bounded Petri nets," IEEE Trans. Comput., vol. 59, no. 3, pp. 371-384, Mar. 2009.
    • (2009) IEEE Trans. Comput. , vol.59 , Issue.3 , pp. 371-384
    • Carmona, J.1    Cortadella, J.2    Kishinevsky, M.3
  • 11
    • 84858023440 scopus 로고    scopus 로고
    • Light region-based techniques for process discovery
    • Aug.
    • M. Solé and J. Carmona, "Light region-based techniques for process discovery," Fundam. Inform., vol. 113, no. 3-4, pp. 343-376, Aug. 2011.
    • (2011) Fundam. Inform. , vol.113 , Issue.3-4 , pp. 343-376
    • Solé, M.1    Carmona, J.2
  • 12
    • 85050550846 scopus 로고
    • Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fixpoints
    • Los Angeles, CA, USA ACM Press
    • P. Cousot and R. Cousot, "Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fixpoints," in Conf. Rec. 6th Annu. ACM SIGPLAN-SIGACT Symp. POPL, Los Angeles, CA, USA: ACM Press, 1977, pp. 238-252.
    • (1977) Conf. Rec. 6th Annu. ACM SIGPLAN-SIGACT Symp. POPL , pp. 238-252
    • Cousot, P.1    Cousot, R.2
  • 13
    • 0041987184 scopus 로고
    • Static determination of dynamic properties of programs
    • Paris, France
    • P. Cousot and R. Cousot, "Static determination of dynamic properties of programs," in Proc. 2nd Int. Symp. Program., Paris, France, 1976, pp. 106-130.
    • (1976) Proc. 2nd Int. Symp. Program. , pp. 106-130
    • Cousot, P.1    Cousot, R.2
  • 14
    • 0034781047 scopus 로고    scopus 로고
    • The octagon abstract domain
    • IEEE CS Press, Oct. IEEE [Online]. Available
    • A. Miné, "The octagon abstract domain," in Analysis, Slicing and Tranformation (in Working Conf. Reverse Engineering), IEEE CS Press, Oct. 2001, pp. 310-319, IEEE [Online]. Available: http://www.di.ens.fr/~mine/publi/article-mine-ast01.pdf
    • (2001) Analysis, Slicing and Tranformation (In Working Conf. Reverse Engineering) , pp. 310-319
    • Miné, A.1
  • 15
    • 85035003357 scopus 로고
    • Automatic discovery of linear restraints among variables of a program
    • New York, NY, USA ACM Press
    • P. Cousot and N. Halbwachs, "Automatic discovery of linear restraints among variables of a program," in Proc. 5th ACM SIGACT-SIGPLAN Symposium POPL, New York, NY, USA: ACM Press, 1978, pp. 84-97.
    • (1978) Proc. 5th ACM SIGACT-SIGPLAN Symposium POPL , pp. 84-97
    • Cousot, P.1    Halbwachs, N.2
  • 16
    • 35748949584 scopus 로고    scopus 로고
    • Conformance checking of processes based on monitoring real behavior
    • Mar.
    • A. Rozinat and W. M. P. van der Aalst, "Conformance checking of processes based on monitoring real behavior," Inf. Syst., vol. 33, no. 1, pp. 64-95, Mar. 2008.
    • (2008) Inf. Syst. , vol.33 , Issue.1 , pp. 64-95
    • Rozinat, A.1    Van Der Aalst, P.W.M.2
  • 18
    • 34248528693 scopus 로고    scopus 로고
    • Petri nets and manufacturing systems: An examples-driven tour
    • J. Desel, W. Reisig, and G. Rozenberg Eds. Berlin, Germany Springer LNCS 3098
    • L. Recalde, M. Silva, J. Ezpeleta, and E. Teruel, "Petri nets and manufacturing systems: An examples-driven tour," in Lectures on Concurrency and Petri Nets, J. Desel, W. Reisig, and G. Rozenberg Eds. Berlin, Germany: Springer, 2003, pp. 742-788, LNCS 3098.
    • (2003) Lectures on Concurrency and Petri Nets , pp. 742-788
    • Recalde, L.1    Silva, M.2    Ezpeleta, J.3    Teruel, E.4
  • 19
    • 72549107971 scopus 로고    scopus 로고
    • Process mining: A two-step approach to balance between underfitting and overfitting
    • Jan.
    • W. M. P. van der Aalst et al., "Process mining: A two-step approach to balance between underfitting and overfitting," Soft. Syst. Model., vol. 9, no. 1, pp. 87-111, Jan. 2010.
    • (2010) Soft. Syst. Model. , vol.9 , Issue.1 , pp. 87-111
    • Van Der Aalst, P.W.M.1
  • 21
    • 0004267646 scopus 로고
    • Princeton NJ Princeton University Press
    • R. T. Rockafellar, Convex Analysis, Princeton, NJ: Princeton University Press, 1970.
    • (1970) Convex Analysis
    • Rockafellar, R.T.1
  • 22
    • 70350592315 scopus 로고    scopus 로고
    • Apron: A library of numerical abstract domains for static analysis
    • A. Bouajjani and O. Maler, Eds. Berlin, Germany Springer LNCS 5643
    • B. Jeannet and A. Miné, "Apron: A library of numerical abstract domains for static analysis," in CAV, A. Bouajjani and O. Maler, Eds. Berlin, Germany: Springer, 2009, pp. 661-667, LNCS 5643.
    • (2009) CAV , pp. 661-667
    • Jeannet, B.1    Miné, A.2
  • 24
    • 0000580989 scopus 로고
    • Galois connexions
    • May
    • O. Ore, "Galois connexions," Trans. Am. Math. Soc., vol. 55, no. 3, pp. 493-513, May 1944.
    • (1944) Trans. Am. Math. Soc. , vol.55 , Issue.3 , pp. 493-513
    • Ore, O.1
  • 25
    • 0001755947 scopus 로고    scopus 로고
    • How good are convex hull algorithms?
    • Apr.
    • D. Avis, D. Bremner, and R. Seidel, "How good are convex hull algorithms?" Comput. Geometry, vol. 7, no. 56, pp. 265-301, Apr. 1997.
    • (1997) Comput. Geometry , vol.7 , Issue.56 , pp. 265-301
    • Avis, D.1    Bremner, D.2    Seidel, R.3
  • 26
    • 23844434496 scopus 로고    scopus 로고
    • Precise widening operators for convex polyhedra
    • Oct.
    • R. Bagnara, P. M. Hill, E. Ricci, and E. Zaffanella, "Precise widening operators for convex polyhedra," Sci. Comput. Program., vol. 58, no. 1-2, pp. 28-56, Oct. 2005.
    • (2005) Sci. Comput. Program. , vol.58 , Issue.1-2 , pp. 28-56
    • Bagnara, R.1    Hill, P.M.2    Ricci, E.3    Zaffanella, E.4
  • 27
    • 84910063447 scopus 로고    scopus 로고
    • [Online] Available
    • Example log [Online]. Available: http://www.lsi.upc.edu/~jcarmona/prodcons1000.tr
    • Example Log
  • 28
    • 24344447320 scopus 로고    scopus 로고
    • PHAVer: Algorithmic verification of hybrid systems past HyTech
    • M. Morari and L. Thiele, Eds. Berlin, Germany Springer LNCS 3414
    • G. Frehse, "PHAVer: Algorithmic verification of hybrid systems past HyTech," in HSCC, M. Morari and L. Thiele, Eds. Berlin, Germany: Springer, 2005, pp. 258-273, LNCS 3414.
    • (2005) HSCC , pp. 258-273
    • Frehse, G.1
  • 29
    • 14344257496 scopus 로고    scopus 로고
    • K-means clustering via principal component analysis
    • C. E. Brodley, Ed. New York, NY ACM ACM International Conference Proceeding Series
    • C. H. Q. Ding and X. He, "K-means clustering via principal component analysis," in ICML, vol. 69, C. E. Brodley, Ed. New York, NY: ACM, 2004. p. 29, ACM International Conference Proceeding Series.
    • (2004) ICML , vol.69
    • Ding, C.H.Q.1    He, X.2
  • 31
    • 84873638356 scopus 로고    scopus 로고
    • Ckmeans.1d.dp: Optimal k-means clustering in one dimension by dynamic programming
    • H. Wang and M. Song, "Ckmeans.1d.dp: Optimal k-means clustering in one dimension by dynamic programming," R J., vol. 3, no. 2, pp. 29-33, 2011.
    • (2011) R J. , vol.3 , Issue.2 , pp. 29-33
    • Wang, H.1    Song, M.2
  • 32
    • 84910039260 scopus 로고    scopus 로고
    • [Online] Available
    • ALGLIB library [Online]. Available: http://www.alglib.net
  • 33
    • 84910101589 scopus 로고    scopus 로고
    • [Online] Available
    • Process mining [Online]. Available: http://www.processmining.org
  • 34
    • 79961185145 scopus 로고    scopus 로고
    • Flexible heuristics miner (FHM)
    • Paris, France
    • A. J. M. M. Weijters and J. T. S. Ribeiro, "Flexible heuristics miner (FHM)," in IEEE Symp. CIDM, Paris, France, 2011, pp. 310-317.
    • (2011) IEEE Symp. CIDM , pp. 310-317
    • Weijters, A.J.M.M.1    Ribeiro, J.T.S.2
  • 36
    • 0025405313 scopus 로고
    • Partial (Set) 2-Structures. Part I, II
    • A. Ehrenfeucht and G. Rozenberg, "Partial (Set) 2-Structures. Part I, II," Acta Informatica, vol. 27, no. 4, pp. 315-368, 1990.
    • (1990) Acta Informatica , vol.27 , Issue.4 , pp. 315-368
    • Ehrenfeucht, A.1    Rozenberg, G.2


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