-
3
-
-
0003987805
-
-
MIT press, Cambridge, MA
-
D. Hand, H. Mannila, and P. Smyth, Principles of Data Mining. MIT press, Cambridge, MA, 2001.
-
(2001)
Principles of Data Mining
-
-
Hand, D.1
Mannila, H.2
Smyth, P.3
-
5
-
-
84859127165
-
Replaying history on process models for conformance checking and performance analysis
-
W. van der Aalst, A. Adriansyah, and B. van Dongen, "Replaying History on Process Models for Conformance Checking and Performance Analysis," WIREs Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 182-192, 2012.
-
(2012)
WIREs Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 182-192
-
-
Aalst Der W.Van1
Adriansyah, A.2
Van Dongen, B.3
-
6
-
-
80054889108
-
Conformance checking using cost-based fitness analysis
-
C. Chi and P. Johnson, Eds. IEEE Computer Society
-
A. Adriansyah, B. van Dongen, and W. van der Aalst, "Conformance Checking using Cost-Based Fitness Analysis," in IEEE International Enterprise Computing Conference (EDOC 2011), C. Chi and P. Johnson, Eds. IEEE Computer Society, 2011, pp. 55-64.
-
(2011)
IEEE International Enterprise Computing Conference (EDOC 2011)
, pp. 55-64
-
-
Adriansyah, A.1
Van Dongen, B.2
Aalst Der W.Van3
-
7
-
-
67650447343
-
Robust process discovery with artificial negative events
-
S. Goedertier, D. Martens, J. Vanthienen, and B. Baesens, "Robust Process Discovery with Artificial Negative Events," Journal of Machine Learning Research, vol. 10, pp. 1305-1340, 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 1305-1340
-
-
Goedertier, S.1
Martens, D.2
Vanthienen, J.3
Baesens, B.4
-
8
-
-
33947207063
-
Genetic process mining: An experimental evaluation
-
A.K. Alves de Medeiros, A. Weijters, and W. van der Aalst, "Genetic Process Mining: An Experimental Evaluation," Data Mining and Knowledge Discovery, vol. 14, no. 2, pp. 245-304, 2007.
-
(2007)
Data Mining and Knowledge Discovery
, vol.14
, Issue.2
, pp. 245-304
-
-
Medeiros De Alves, A.K.1
Weijters, A.2
Aalst Der W.Van3
-
9
-
-
78049242475
-
A fresh look at precision in process conformance
-
ser. Lecture Notes in Computer Science, R. Hull, J. Mendling, and S. Tai, Eds. Springer-Verlag, Berlin
-
J. Munoz-Gama and J. Carmona, "A Fresh Look at Precision in Process Conformance," in Business Process Management (BPM 2010), ser. Lecture Notes in Computer Science, R. Hull, J. Mendling, and S. Tai, Eds., vol. 6336. Springer-Verlag, Berlin, 2010, pp. 211-226.
-
(2010)
Business Process Management (BPM 2010)
, vol.6336
, pp. 211-226
-
-
Munoz-Gama, J.1
Carmona, J.2
-
11
-
-
35748949584
-
Conformance checking of processes based on monitoring real behavior
-
A. Rozinat and W. van der Aalst, "Conformance Checking of Processes Based on Monitoring Real Behavior," Information Systems, vol. 33, no. 1, pp. 64-95, 2008.
-
(2008)
Information Systems
, vol.33
, Issue.1
, pp. 64-95
-
-
Rozinat, A.1
Aalst Der W.Van2
-
12
-
-
84873176610
-
Alignment based precision checking
-
M. Rosa and P. Soffer, Eds. Springer-Verlag, Berlin
-
A. Adriansyah, J. Munoz-Gama, J. Carmona, B. van Dongen, and W. van der Aalst, "Alignment Based Precision Checking," in Business Process Management Workshops, International Workshop on Business Process Intelligence (BPI 2012), ser. Lecture Notes in Business Information Processing, M. Rosa and P. Soffer, Eds., vol. 132. Springer-Verlag, Berlin, 2013, pp. 137-149.
-
(2013)
Business Process Management Workshops, International Workshop on Business Process Intelligence (BPI 2012), Ser. Lecture Notes in Business Information Processing
, vol.132
, pp. 137-149
-
-
Adriansyah, A.1
Munoz-Gama, J.2
Carmona, J.3
Van Dongen, B.4
Aalst Der W.Van5
-
13
-
-
84872786846
-
On the role of fitness, precision, generalization and simplicity in process discovery
-
ser. Lecture Notes in Computer Science, R. Meersman, S. Rinderle, P. Dadam, and X. Zhou, Eds. Springer-Verlag, Berlin
-
J. Buijs, B. van Dongen, and W. van der Aalst, "On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery," in OTM Federated Conferences, 20th International Conference on Cooperative Information Systems (CoopIS 2012), ser. Lecture Notes in Computer Science, R. Meersman, S. Rinderle, P. Dadam, and X. Zhou, Eds., vol. 7565. Springer-Verlag, Berlin, 2012, pp. 305-322.
-
(2012)
OTM Federated Conferences, 20th International Conference on Cooperative Information Systems (CoopIS 2012)
, vol.7565
, pp. 305-322
-
-
Buijs, J.1
Van Dongen, B.2
Aalst Der W.Van3
-
14
-
-
80052631446
-
Cost-based fitness in conformance checking
-
A. Adriansyah, N. Sidorova, and B. van Dongen, "Cost-based Fitness in Conformance Checking," in International Conference on Application of Concurrency to System Design (ACSD 2011). IEEE Computer Society, 2011, pp. 57-66.
-
(2011)
International Conference on Application of Concurrency to System Design (ACSD 2011). IEEE Computer Society
, pp. 57-66
-
-
Adriansyah, A.1
Sidorova, N.2
Van Dongen, B.3
-
15
-
-
79957450970
-
Towards robust conformance checking
-
M. Muehlen and J. Su, Eds. Springer-Verlag, Berlin
-
A. Adriansyah, B. van Dongen, and W. van der Aalst, "Towards Robust Conformance Checking," in BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), ser. Lecture Notes in Business Information Processing, M. Muehlen and J. Su, Eds., vol. 66. Springer-Verlag, Berlin, 2011, pp. 122-133.
-
(2011)
BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), Ser. Lecture Notes in Business Information Processing
, vol.66
, pp. 122-133
-
-
Adriansyah, A.1
Van Dongen, B.2
Aalst Der W.Van3
-
16
-
-
84861659282
-
Data-and resource-aware conformance checking of business processes
-
ser. Lecture Notes in Business Information Processing, W. Abramowicz, D. Kriksciuniene, and V. Sakalauskas, Eds. Springer-Verlag, Berlin
-
M. de Leoni, W. van der Aalst, and B. van Dongen, "Data-and Resource-Aware Conformance Checking of Business Processes," in Business Information Systems (BIS 2012), ser. Lecture Notes in Business Information Processing, W. Abramowicz, D. Kriksciuniene, and V. Sakalauskas, Eds., vol. 117. Springer-Verlag, Berlin, 2012, pp. 48-59.
-
(2012)
Business Information Systems (BIS 2012)
, vol.117
, pp. 48-59
-
-
De Leoni, M.1
Aalst Der W.Van2
Van Dongen, B.3
-
17
-
-
78149318916
-
Beyond process mining: From the past to present and future
-
Springer-Verlag, BerlinB. Pernici, Ed.
-
W. van der Aalst, M. Pesic, and M. Song, "Beyond Process Mining: From the Past to Present and Future," in Advanced Information Systems Engineering, Proceedings of the 22nd International Conference on Advanced Information Systems Engineering (CAiSE'10), ser. Lecture Notes in Computer Science, B. Pernici, Ed., vol. 6051. Springer-Verlag, Berlin, 2010, pp. 38-52.
-
(2010)
Advanced Information Systems Engineering, Proceedings of the 22nd International Conference on Advanced Information Systems Engineering (CAiSE'10) Ser. Lecture Notes in Computer Science
, vol.6051
, pp. 38-52
-
-
Aalst Der W.Van1
Pesic, M.2
Song, M.3
-
18
-
-
78649485762
-
Time prediction based on process mining
-
W. van der Aalst, M. Schonenberg, and M. Song, "Time Prediction Based on Process Mining," Information Systems, vol. 36, no. 2, pp. 450-475, 2011.
-
(2011)
Information Systems
, vol.36
, Issue.2
, pp. 450-475
-
-
Aalst Der W.Van1
Schonenberg, M.2
Song, M.3
-
19
-
-
84861093725
-
A multi-dimensional quality assessment of state-of-The-art process discovery algorithms using real-life event logs
-
J. De Weerdt, M. Backer, J. Vanthienen, and B. Baesens, "A Multi-Dimensional Quality Assessment of State-of-the-Art Process Discovery Algorithms Using Real-Life Event Logs," Information Systems, vol. 37, no. 7, pp. 654-676, 2012.
-
(2012)
Information Systems
, vol.37
, Issue.7
, pp. 654-676
-
-
De Weerdt, J.1
Backer, M.2
Vanthienen, J.3
Baesens, B.4
-
20
-
-
79957506648
-
A critical evaluation of model-log metrics in process discovery
-
M. Muehlen and J. Su, Eds. Springer-Verlag, Berlin
-
J. De Weerdt, M. De Backer, J. Vanthienen, and B. Baesens, "A Critical Evaluation of Model-Log Metrics in Process Discovery," in BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), ser. Lecture Notes in Business Information Processing, M. Muehlen and J. Su, Eds., vol. 66. Springer-Verlag, Berlin, 2011, pp. 158-169.
-
(2011)
BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), Ser. Lecture Notes in Business Information Processing
, vol.66
, pp. 158-169
-
-
De Weerdt, J.1
De Backer, M.2
Vanthienen, J.3
Baesens, B.4
-
22
-
-
0003652825
-
-
ser. Wiley series in parallel computing. Wiley, New York
-
M. A. Marsan, G. Balbo, G. Conte, S. Donatelli, and G. Franceschinis, Modelling with Generalized Stochastic Petri Nets, ser. Wiley series in parallel computing. Wiley, New York, 1995.
-
(1995)
Modelling with Generalized Stochastic Petri Nets
-
-
Marsan, M.A.1
Balbo, G.2
Conte, G.3
Donatelli, S.4
Franceschinis, G.5
-
23
-
-
59149094053
-
Discovering simulation models
-
A. Rozinat, R. Mans, M. Song, and W. van der Aalst, "Discovering Simulation Models," Information Systems, vol. 34, no. 3, pp. 305-327, 2009.
-
(2009)
Information Systems
, vol.34
, Issue.3
, pp. 305-327
-
-
Rozinat, A.1
Mans, R.2
Song, M.3
Aalst Der W.Van4
-
24
-
-
38349041673
-
Understanding the occurrence of errors in process models based on metrics
-
ser. Lecture Notes in Computer Science, F. Curbera, F. Leymann, and M. Weske, Eds. Springer-Verlag, Berlin
-
J. Mendling, G. Neumann, and W. van der Aalst, "Understanding the Occurrence of Errors in Process Models Based on Metrics," in Proceedings of the OTM Conference on Cooperative information Systems (CoopIS 2007), ser. Lecture Notes in Computer Science, F. Curbera, F. Leymann, and M. Weske, Eds., vol. 4803. Springer-Verlag, Berlin, 2007, pp. 113-130.
-
(2007)
Proceedings of the OTM Conference on Cooperative Information Systems (CoopIS 2007)
, vol.4803
, pp. 113-130
-
-
Mendling, J.1
Neumann, G.2
Aalst Der W.Van3
-
25
-
-
4544353101
-
Workflow mining: Discovering process models from event logs
-
W. van der Aalst, A. Weijters, and L. Maruster, "Workflow Mining: Discovering Process Models from Event Logs," IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 9, pp. 1128-1142, 2004.
-
(2004)
IEEE Transactions on Knowledge and Data Engineering
, vol.16
, Issue.9
, pp. 1128-1142
-
-
Aalst Der W.Van1
Weijters, A.2
Maruster, L.3
-
26
-
-
79960288084
-
Handling concept drift in process mining
-
ser. Lecture Notes in Computer Science, H. Mouratidis and C. Rolland, Eds. Springer-Verlag, Berlin
-
R.P. Jagadeesh Chandra Bose, W. van der Aalst, I. Zliobaite, and M. Pechenizkiy, "Handling Concept Drift in Process Mining," in International Conference on Advanced Information Systems Engineering (Caise 2011), ser. Lecture Notes in Computer Science, H. Mouratidis and C. Rolland, Eds., vol. 6741. Springer-Verlag, Berlin, 2011, pp. 391-405.
-
(2011)
International Conference on Advanced Information Systems Engineering (Caise 2011)
, vol.6741
, pp. 391-405
-
-
Jagadeesh Chandra Bose, R.P.1
Aalst Der W.Van2
Zliobaite, I.3
Pechenizkiy, M.4
-
27
-
-
84855703355
-
Process mining put into context
-
W. van der Aalst and S. Dustdar, "Process Mining Put into Context," IEEE Internet Computing, vol. 16, no. 1, pp. 82-86, 2012.
-
(2012)
IEEE Internet Computing
, vol.16
, Issue.1
, pp. 82-86
-
-
Aalst Der W.Van1
Dustdar, S.2
-
28
-
-
84863011087
-
Process mining manifesto
-
IEEE Task Force on Process Mining Springer-Verlag, Berlin
-
IEEE Task Force on Process Mining, "Process Mining Manifesto," in BPM Workshops, ser. Lecture Notes in Business Information Processing, vol. 99. Springer-Verlag, Berlin, 2011.
-
(2011)
BPM Workshops Ser. Lecture Notes in Business Information Processing
, vol.99
-
-
-
29
-
-
0012168865
-
Software process validation: Quantitatively measuring the correspondence of a process to a model
-
J. Cook and A. Wolf, "Software Process Validation: Quantitatively Measuring the Correspondence of a Process to a Model," ACM Transactions on Software Engineering and Methodology, vol. 8, no. 2, pp. 147-176, 1999.
-
(1999)
ACM Transactions on Software Engineering and Methodology
, vol.8
, Issue.2
, pp. 147-176
-
-
Cook, J.1
Wolf, A.2
-
30
-
-
77956619367
-
Measuring behavioral correspondence to a timed concurrent model
-
J. Cook, C. He, and C. Ma, "Measuring Behavioral Correspondence to a Timed Concurrent Model," in Proceedings of the 2001 International Conference on Software Mainenance, 2001, pp. 332-341.
-
(2001)
Proceedings of the 2001 International Conference on Software Mainenance
, pp. 332-341
-
-
Cook, J.1
He, C.2
Ma, C.3
-
31
-
-
40549125625
-
The need for a process mining evaluation framework in research and practice
-
ser. Lecture Notes in Computer Science, A. Hofstede, B. Benatallah, and H. Paik, Eds. Springer-Verlag, Berlin
-
A. Rozinat, A.K. Alves de Medeiros, C. Gunther, A. Weijters, and W. van der Aalst, "The Need for a Process Mining Evaluation Framework in Research and Practice," in BPM 2007 International Workshops (BPI, BPD, CBP, ProHealth, RefMod, Semantics4ws), ser. Lecture Notes in Computer Science, A. Hofstede, B. Benatallah, and H. Paik, Eds., vol. 4928. Springer-Verlag, Berlin, 2008, pp. 84-89.
-
(2008)
BPM 2007 International Workshops (BPI, BPD, CBP, ProHealth, RefMod, Semantics4ws)
, vol.4928
, pp. 84-89
-
-
Rozinat, A.1
Medeiros De Alves, A.K.2
Gunther, C.3
Weijters, A.4
Aalst Der W.Van5
-
32
-
-
79961186870
-
A robust f-measure for evaluating discovered process models
-
N. Chawla, I. King, and A. Sperduti, Eds. Paris, France: IEEE, April
-
J. De Weerdt, M. De Backer, J. Vanthienen, and B. Baesens, "A Robust F-measure for Evaluating Discovered Process Models," in IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011), N. Chawla, I. King, and A. Sperduti, Eds. Paris, France: IEEE, April 2011, pp. 148-155.
-
(2011)
IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011)
, pp. 148-155
-
-
De Weerdt, J.1
De Backer, M.2
Vanthienen, J.3
Baesens, B.4
-
33
-
-
33746334454
-
Discovering expressive process models by clustering log traces
-
G. Greco, A. Guzzo, L. Pontieri, and D. Sacca, "Discovering Expressive Process Models by Clustering Log Traces," IEEE Transaction on Knowledge and Data Engineering, vol. 18, no. 8, pp. 1010-1027, 2006.
-
(2006)
IEEE Transaction on Knowledge and Data Engineering
, vol.18
, Issue.8
, pp. 1010-1027
-
-
Greco, G.1
Guzzo, A.2
Pontieri, L.3
Sacca, D.4
-
34
-
-
80052796307
-
Conformance checking of interacting processes with overlapping instances
-
S. Rinderle, F. Toumani, and K. Wolf, Eds. Springer-Verlag, Berlin
-
D. Fahland, M. de Leoni, B. van Dongen, and W. van der Aalst, "Conformance Checking of Interacting Processes with Overlapping Instances," in Business Process Management (BPM 2011), ser. Lecture Notes in Computer Science, S. Rinderle, F. Toumani, and K. Wolf, Eds., vol. 6896. Springer-Verlag, Berlin, 2011, pp. 345-361.
-
(2011)
Business Process Management (BPM 2011), Ser. Lecture Notes in Computer Science
, vol.6896
, pp. 345-361
-
-
Fahland, D.1
De Leoni, M.2
Van Dongen, B.3
Aalst Der W.Van4
-
35
-
-
79958113699
-
Process compliance measurement based on behavioral profiles
-
M. Weidlich, A. Polyvyanyy, N. Desai, J. Mendling, and M. Weske, "Process Compliance Measurement Based on Behavioral Profiles," Information Systems, vol. 36, no. 7, pp. 1009-1025, 2011.
-
(2011)
Information Systems
, vol.36
, Issue.7
, pp. 1009-1025
-
-
Weidlich, M.1
Polyvyanyy, A.2
Desai, N.3
Mendling, J.4
Weske, M.5
-
36
-
-
78650764843
-
Root-cause analysis of design-time compliance violations on the basis of property patterns
-
ser. Lecture Notes in Computer Science, P. Maglio, M. Weske, J. Yang, and M. Fantinato, Eds. Springer-Verlag, Berlin
-
A. Elgammal, O. Turetken, W. Heuvel, and M. Papazoglou, "Root-Cause Analysis of Design-time Compliance Violations on the basis of Property Patterns," in Proceedings of Service-Oriented Computing (ICSOC 2010), ser. Lecture Notes in Computer Science, P. Maglio, M. Weske, J. Yang, and M. Fantinato, Eds., vol. 6470. Springer-Verlag, Berlin, 2010, pp. 17-31.
-
(2010)
Proceedings of Service-Oriented Computing (ICSOC 2010)
, vol.6470
, pp. 17-31
-
-
Elgammal, A.1
Turetken, O.2
Heuvel, W.3
Papazoglou, M.4
-
37
-
-
84858079337
-
Detecting regulatory compliance for business process models through semantic annotations
-
G. Governatori, J. Hoffmann, S. Sadiq, and I. Weber, "Detecting Regulatory Compliance for Business Process Models through Semantic Annotations," in 4th International Workshop on Business Process Design, 2008.
-
(2008)
4th International Workshop on Business Process Design
-
-
Governatori, G.1
Hoffmann, J.2
Sadiq, S.3
Weber, I.4
-
38
-
-
38749096258
-
Compliance checking between business processes and business contracts
-
G. Governatori, Z. Milosevic, and S. Sadiq, "Compliance Checking Between Business Processes and Business Contracts," in 10th Inter national Enterprise Distributed Object Computing Conference (EDOC 2006). IEEE Computing Society, 2006, pp. 221-232.
-
(2006)
10th Inter National Enterprise Distributed Object Computing Conference (EDOC 2006). IEEE Computing Society
, pp. 221-232
-
-
Governatori, G.1
Milosevic, Z.2
Sadiq, S.3
-
39
-
-
80052799188
-
Compliance by design for artifact-centric business processes
-
S. Rinderle, F. Toumani, and K. Wolf, Eds. Springer-Verlag, Berlin
-
N. Lohmann, "Compliance by Design for Artifact-Centric Business Processes," in Business Process Management (BPM 2011), ser. Lecture Notes in Computer Science, S. Rinderle, F. Toumani, and K. Wolf, Eds., vol. 6896. Springer-Verlag, Berlin, 2011, pp. 99-115.
-
(2011)
Business Process Management (BPM 2011), Ser. Lecture Notes in Computer Science
, vol.6896
, pp. 99-115
-
-
Lohmann, N.1
-
40
-
-
33750024801
-
Process equivalence: Comparing two process models based on observed behavior
-
ser. Lecture Notes in Computer Science, S. Dustdar, J. Fiadeiro, and A. Sheth, Eds. Springer-Verlag, Berlin
-
W. van der Aalst, A.K. Alves de Medeiros, and A. Weijters, "Process Equivalence: Comparing Two Process Models Based on Observed Behavior," in International Conference on Business Process Management (BPM 2006), ser. Lecture Notes in Computer Science, S. Dustdar, J. Fiadeiro, and A. Sheth, Eds., vol. 4102. Springer-Verlag, Berlin, 2006, pp. 129-144.
-
(2006)
International Conference on Business Process Management (BPM 2006)
, vol.4102
, pp. 129-144
-
-
Aalst Der W.Van1
Medeiros De Alves, A.K.2
Weijters, A.3
-
41
-
-
36049031472
-
Quantifying process equivalence based on observed behavior
-
A.K. Alves de Medeiros, W. van der Aalst, and A. Weijters, "Quantifying Process Equivalence Based on Observed Behavior," Data and Knowledge Engineering, vol. 64, no. 1, pp. 55-74, 2008.
-
(2008)
Data and Knowledge Engineering
, vol.64
, Issue.1
, pp. 55-74
-
-
Medeiros De Alves, A.K.1
Aalst Der W.Van2
Weijters, A.3
-
42
-
-
84866415392
-
Repairing process models to reflect reality
-
ser. Lecture Notes in Computer Science, A. Barros, A. Gal, and E. Kindler, Eds. Springer-Verlag, Berlin
-
D. Fahland and W. van der Aalst, "Repairing Process Models to Reflect Reality," in International Conference on Business Process Management (BPM 2012), ser. Lecture Notes in Computer Science, A. Barros, A. Gal, and E. Kindler, Eds., vol. 7481. Springer-Verlag, Berlin, 2012, pp. 229-245.
-
(2012)
International Conference on Business Process Management (BPM 2012)
, vol.7481
, pp. 229-245
-
-
Fahland, D.1
Aalst Der W.Van2
-
43
-
-
67649248954
-
Process mining applied to the test process of wafer scanners in asml
-
A. Rozinat, I. de Jong, C. Gunther, and W. van der Aalst, "Process Mining Applied to the Test Process of Wafer Scanners in ASML," IEEE Transactions on Systems, Man and Cybernetics, Part C, vol. 39, no. 4, pp. 474-479, 2009.
-
(2009)
IEEE Transactions on Systems, Man and Cybernetics, Part C
, vol.39
, Issue.4
, pp. 474-479
-
-
Rozinat, A.1
De Jong, I.2
Gunther, C.3
Aalst Der W.Van4
|