-
3
-
-
84876242322
-
Identifying drivers of inefficiency in business processes: A DEA and data mining perspective
-
Springer, Berlin, Heidelberg
-
A. Dohmen, J. Moormann, Identifying drivers of inefficiency in business processes: a DEA and data mining perspective, in: Enterprise, Business-Process and Information Systems Modeling, LNBIP, vol. 50, Springer, Berlin, Heidelberg, 2010, pp. 120-132.
-
(2010)
Enterprise, Business-Process and Information Systems Modeling, LNBIP
, vol.50
, pp. 120-132
-
-
Dohmen, A.1
Moormann, J.2
-
4
-
-
58049094497
-
Event-driven quality of service prediction
-
Springer, Berlin, Heidelberg
-
L. Zeng, C. Lingenfelder, H. Lei, H. Chang, Event-driven quality of service prediction, in: Proceedings of the 8th International Conference of Service-Oriented Computing (ICSOC 2008), Lecture Notes in Computer Science, vol. 5364, Springer, Berlin, Heidelberg, 2008, pp. 147-161.
-
(2008)
Proceedings of the 8th International Conference of Service-Oriented Computing (ICSOC 2008), Lecture Notes in Computer Science
, vol.5364
, pp. 147-161
-
-
Zeng, L.1
Lingenfelder, C.2
Lei, H.3
Chang, H.4
-
6
-
-
85029702838
-
Process cubes: Slicing, dicing, rolling up and drilling down event data for process mining
-
M. Song, M. Wynn, J. Liu (Eds.) Springer-Verlag, Beijing, China
-
W.M.P. van der Aalst, Process cubes: slicing, dicing, rolling up and drilling down event data for process mining, in: M. Song, M. Wynn, J. Liu (Eds.), Asia Pacific Conference on Business Process Management (AP-BPM 2013), LNBIP, vol. 159, Springer-Verlag, Beijing, China, 2013, pp. 1-22.
-
(2013)
Asia Pacific Conference on Business Process Management (AP-BPM 2013), LNBIP
, vol.159
, pp. 1-22
-
-
Aalst Der Van, P.W.M.1
-
7
-
-
0004255908
-
-
1st edition McGraw-Hill, Inc. New York, NY, USA
-
T.M. Mitchell Machine Learning 1st edition 1997 McGraw-Hill, Inc. New York, NY, USA
-
(1997)
Machine Learning
-
-
Mitchell, T.M.1
-
8
-
-
84991833843
-
-
2nd edition, Morgan Kaufmann Series in Data Management Systems, 3rd edition, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
-
I.H. Witten, E. Frank, Data Mining: Practical Machine Learning Tools and Techniques, 2nd edition, Morgan Kaufmann Series in Data Management Systems, 3rd edition, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2011.
-
(2011)
Data Mining: Practical Machine Learning Tools and Techniques
-
-
Witten, I.H.1
Frank, E.2
-
9
-
-
85139983802
-
Supervised and unsupervised discretization of continuous features
-
Morgan Kaufmann, Tahoe City, California, USA
-
J. Dougherty, R. Kohavi, M. Sahami, Supervised and unsupervised discretization of continuous features, in: Proceedings of the Twelfth International Conference on Machine Learning (ICML'95), Morgan Kaufmann, Tahoe City, California, USA, 1995, pp. 194-202.
-
(1995)
Proceedings of the Twelfth International Conference on Machine Learning (ICML'95)
, pp. 194-202
-
-
Dougherty, J.1
Kohavi, R.2
Sahami, M.3
-
10
-
-
33646698687
-
Process mining and verification of properties: An approach based on temporal logic
-
Springer, Berlin, Heidelberg
-
W.M.P. van der Aalst, H.T. Beer, B.F. van Dongen, Process mining and verification of properties: an approach based on temporal logic, in: Conference on the Move to Meaningful Internet Systems 2005: CoopIS, DOA, and ODBASE, Lecture Notes in Computer Science, vol. 3760, Springer, Berlin, Heidelberg, 2005, pp. 130-147.
-
(2005)
Conference on the Move to Meaningful Internet Systems 2005: CoopIS, DOA, and ODBASE, Lecture Notes in Computer Science
, vol.3760
, pp. 130-147
-
-
Aalst Der Van, P.W.M.1
Beer, H.T.2
Van Dongen, B.F.3
-
11
-
-
84859127165
-
Replaying history on process models for conformance checking and performance analysis
-
W.M.P. van der Aalst, A. Adriansyah, and B.v. Dongen Replaying history on process models for conformance checking and performance analysis WIREs Data Min. Knowl. Discov. 2 2 2012 182 192
-
(2012)
WIREs Data Min. Knowl. Discov.
, vol.2
, Issue.2
, pp. 182-192
-
-
Van Der Aalst, W.M.P.1
Adriansyah, A.2
Dongen, B.V.3
-
12
-
-
84881245136
-
Aligning event logs and process models for multi-perspective conformance checking: An approach based on integer linear programming
-
Springer-Verlag, Beijing, China
-
M. de Leoni, W.M.P. van der Aalst, Aligning event logs and process models for multi-perspective conformance checking: an approach based on integer linear programming, in: Proceedings of the 11th International Conference on Business Process Management (BPM13), Lecture Notes in Computer Science, vol. 8094, Springer-Verlag, Beijing, China, 2013, pp. 113-129.
-
(2013)
Proceedings of the 11th International Conference on Business Process Management (BPM'13), Lecture Notes in Computer Science
, vol.8094
, pp. 113-129
-
-
De Leoni, M.1
Aalst Der Van, P.W.M.2
-
13
-
-
84908217466
-
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data
-
M. de Leoni, F.M. Maggi, and W.M.P. van der Aalst An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data Inf. Syst. 47 2015 258 277
-
(2015)
Inf. Syst.
, vol.47
, pp. 258-277
-
-
De Leoni, M.1
Maggi, F.M.2
Van Der Aalst, W.M.P.3
-
14
-
-
84903201843
-
Predictive monitoring of business processes
-
F.M. Maggi, C.D. Francescomarino, M. Dumas, C. Ghidini, Predictive monitoring of business processes, in: Proceedings of the 26th International Conference on Advanced Information Systems Engineering (CAiSE 2014), Lecture Notes in Computer Science, vol. 8484, 2014, pp. 457-472.
-
(2014)
Proceedings of the 26th International Conference on Advanced Information Systems Engineering (CAiSE 2014), Lecture Notes in Computer Science
, vol.8484
, pp. 457-472
-
-
Maggi, F.M.1
Francescomarino, C.D.2
Dumas, M.3
Ghidini, C.4
-
15
-
-
84897633546
-
Improving business process decision making based on past experience
-
J. Ghattas, P. Soffer, and M. Peleg Improving business process decision making based on past experience Decis. Support Syst. 59 2014 93 107
-
(2014)
Decis. Support Syst.
, vol.59
, pp. 93-107
-
-
Ghattas, J.1
Soffer, P.2
Peleg, M.3
-
16
-
-
84879855980
-
Supporting risk-informed decisions during business process execution
-
Springer-Verlag, Valencia, Spain
-
R. Conforti, M. de Leoni, M. La Rosa, W.M.P. van der Aalst, Supporting risk-informed decisions during business process execution, in: Proceedings of the 25th International Conference on Advanced Information Systems Engineering (CAISE'13), Lecture Notes in Computer Science, vol. 7908, Springer-Verlag, Valencia, Spain, 2013, pp. 116-132.
-
(2013)
Proceedings of the 25th International Conference on Advanced Information Systems Engineering (CAISE'13), Lecture Notes in Computer Science
, vol.7908
, pp. 116-132
-
-
Conforti, R.1
De Leoni, M.2
La Rosa, M.3
Aalst Der Van, P.W.M.4
-
17
-
-
33749996462
-
Decision mining in ProM
-
Springer-Verlag, Vienna, Austria
-
A. Rozinat, W.M.P. van der Aalst, Decision mining in ProM, in: Proceedings of the 4th International Conference on Business Process Management (BPM'06), Lecture Notes in Computer Science, Springer-Verlag, Vienna, Austria, 2006, pp. 420-425.
-
(2006)
Proceedings of the 4th International Conference on Business Process Management (BPM'06), Lecture Notes in Computer Science
, pp. 420-425
-
-
Rozinat, A.1
Aalst Der Van, P.W.M.2
-
19
-
-
84904116908
-
Discovering block-structured process models from incomplete event logs
-
Springer International Publishing, Tunis, Tunisia
-
S.J. Leemans, D. Fahland, W.M.P. van der Aalst, Discovering block-structured process models from incomplete event logs, in: Proceedings of the 35th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Net 2014), vol. 8489, Springer International Publishing, Tunis, Tunisia, 2014, pp. 91-110.
-
(2014)
Proceedings of the 35th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Net 2014)
, vol.8489
, pp. 91-110
-
-
Leemans, S.J.1
Fahland, D.2
Aalst Der Van, P.W.M.3
-
20
-
-
84915766041
-
Discovering, analyzing and enhancing BPMN models using ProM
-
CEUR-WS.org
-
A. Kalenkova, M. de Leoni, W.M.P. van der Aalst, Discovering, analyzing and enhancing BPMN models using ProM, in: Proceedings of the Demo Sessions of the 12th International Conference on Business Process Management (BPM 2014), CEUR Workshop Proceedings, vol. 1295, CEUR-WS.org, 2014, p. 36.
-
(2014)
Proceedings of the Demo Sessions of the 12th International Conference on Business Process Management (BPM 2014), CEUR Workshop Proceedings
, vol.1295
, pp. 36
-
-
Kalenkova, A.1
De Leoni, M.2
Aalst Der Van, P.W.M.3
-
21
-
-
84906729397
-
A general framework for correlating business process characteristics
-
Springer International Publishing, Eindhoven, The Netherlands
-
M. de Leoni, W.M. van der Aalst, M. Dees, A general framework for correlating business process characteristics, in: Proceedings of the 11th Business Process Management (BPM14), Lecture Notes in Computer Science, vol. 8659, Springer International Publishing, Eindhoven, The Netherlands, 2014, pp. 250-266.
-
(2014)
Proceedings of the 11th Business Process Management (BPM'14), Lecture Notes in Computer Science
, vol.8659
, pp. 250-266
-
-
De Leoni, M.1
Aalst Der Van, W.M.2
Dees, M.3
-
22
-
-
84872817639
-
Discovering context-aware models for predicting business process performances
-
Springer, Berlin, Heidelberg
-
F. Folino, M. Guarascio, L. Pontieri, Discovering context-aware models for predicting business process performances, in: On the Move to Meaningful Internet Systems: OTM 2012, Lecture Notes in Computer Science, vol. 7565, Springer, Berlin, Heidelberg, 2012, pp. 287-304.
-
(2012)
On the Move to Meaningful Internet Systems: OTM 2012, Lecture Notes in Computer Science
, vol.7565
, pp. 287-304
-
-
Folino, F.1
Guarascio, M.2
Pontieri, L.3
-
23
-
-
84935134159
-
A Markov prediction model for data-driven semi-structured business processes
-
G. Lakshmanan, D. Shamsi, Y. Doganata, M. Unuvar, and R. Khalaf A Markov prediction model for data-driven semi-structured business processes Knowl. Inf. Syst. 2013 1 30
-
(2013)
Knowl. Inf. Syst.
, pp. 1-30
-
-
Lakshmanan, G.1
Shamsi, D.2
Doganata, Y.3
Unuvar, M.4
Khalaf, R.5
-
24
-
-
84904580604
-
Constructing decision trees from process logs for performer recommendation
-
Springer, Beijing, China
-
A. Kim, J. Obregon, J.-Y. Jung, Constructing decision trees from process logs for performer recommendation, in: Proceedings of 2013 Business Process Management Workshops, LNBIP, vol. 171, Springer, Beijing, China, 2014, pp. 224-236.
-
(2014)
Proceedings of 2013 Business Process Management Workshops, LNBIP
, vol.171
, pp. 224-236
-
-
Kim, A.1
Obregon, J.2
Jung, J.-Y.3
-
25
-
-
84906726163
-
Mining resource scheduling protocols
-
Springer International Publishing, Eindhoven, The Netherlands
-
A. Senderovich, M. Weidlich, A. Gal, A. Mandelbaum, Mining resource scheduling protocols, in: Proceedings of the 11th Business Process Management (BPM14), Lecture Notes in Computer Science, vol. 8659, Springer International Publishing, Eindhoven, The Netherlands, 2014, pp. 200-216.
-
(2014)
Proceedings of the 11th Business Process Management (BPM14), Lecture Notes in Computer Science
, vol.8659
, pp. 200-216
-
-
Senderovich, A.1
Weidlich, M.2
Gal, A.3
Mandelbaum, A.4
-
26
-
-
84903203255
-
Queue mining - Predicting delays in service processes
-
Springer, Thessaloniki, Greece
-
A. Senderovich, M. Weidlich, A. Gal, A. Mandelbaum, Queue mining - predicting delays in service processes, in: Proceedings of CAiSE, Lecture Notes in Computer Science, vol. 7565, Springer, Thessaloniki, Greece, 2014, pp. 42-57.
-
(2014)
Proceedings of CAiSE, Lecture Notes in Computer Science
, vol.7565
, pp. 42-57
-
-
Senderovich, A.1
Weidlich, M.2
Gal, A.3
Mandelbaum, A.4
-
27
-
-
0002283033
-
From data mining to knowledge discovery: An overview
-
U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy
-
U.M. Fayyad, G. Piatetsky-Shapiro, and P. Smyth From data mining to knowledge discovery: an overview U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, Advances in Knowledge Discovery and Data Mining, American Association for Artificial Intelligence 1996 37 54
-
(1996)
Advances in Knowledge Discovery and Data Mining, American Association for Artificial Intelligence
, pp. 37-54
-
-
Fayyad, U.M.1
Piatetsky-Shapiro, G.2
Smyth, P.3
-
28
-
-
84894151132
-
Learning Bayesian network from event logs using mutual information test
-
R.A. Sutrisnowati, H. Bae, J. Park, B.-H. Ha, Learning bayesian network from event logs using mutual information test, in: Proceedings of the 6th International Conference on Service-Oriented Computing and Applications (SOCA 2013), 2013, pp. 356-360.
-
(2013)
Proceedings of the 6th International Conference on Service-Oriented Computing and Applications (SOCA 2013)
, pp. 356-360
-
-
Sutrisnowati, R.A.1
Bae, H.2
Park, J.3
Ha, B.-H.4
-
29
-
-
0028401306
-
Case-based reasoning: Foundational issues, methodological variations, and system approaches
-
A. Aamodt, and E. Plaza Case-based reasoning: foundational issues, methodological variations, and system approaches AI Commun. 7 1 1994 39 59
-
(1994)
AI Commun.
, vol.7
, Issue.1
, pp. 39-59
-
-
Aamodt, A.1
Plaza, E.2
-
30
-
-
84908472113
-
Data-aware remaining time prediction of business process instances
-
M. Polato, A. Sperduti, A. Burattin, M. de Leoni, Data-aware remaining time prediction of business process instances, in: Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN), 2014.
-
(2014)
Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN)
-
-
Polato, M.1
Sperduti, A.2
Burattin, A.3
De Leoni, M.4
-
31
-
-
84892422818
-
Prediction of remaining service execution time using stochastic petri nets with arbitrary firing delays
-
Springer, Berlin, Germany
-
A. Rogge-Solti, M. Weske, Prediction of remaining service execution time using stochastic petri nets with arbitrary firing delays, in: Proceedings of ICSOC, Lecture Notes in Computer Science, vol. 8274, Springer, Berlin, Germany, 2013.
-
(2013)
Proceedings of ICSOC, Lecture Notes in Computer Science
, vol.8274
-
-
Rogge-Solti, A.1
Weske, M.2
-
33
-
-
84881229659
-
Slice, mine and dice: Complexity-aware automated discovery of business process models
-
Springer, Berlin, Heidelberg
-
C.C. Ekanayake, M. Dumas, L. Garca-Bauelos, M. La Rosa, Slice, mine and dice: complexity-aware automated discovery of business process models, in: Proceedings of the 10th Business Process Management (BPM13), Lecture Notes in Computer Science, vol. 8094, Springer, Berlin, Heidelberg, 2013, pp. 49-64.
-
(2013)
Proceedings of the 10th Business Process Management (BPM13), Lecture Notes in Computer Science
, vol.8094
, pp. 49-64
-
-
Ekanayake, C.C.1
Dumas, M.2
Garca-Bauelos, L.3
La Rosa, M.4
-
34
-
-
84872368003
-
-
(Ph.D. thesis), Eindhoven University of Technology, Eindhoven
-
R.P.J.C. Bose, Process mining in the large: preprocessing, discovery, and diagnostics (Ph.D. thesis), Eindhoven University of Technology, Eindhoven, 2012.
-
(2012)
Process Mining in the Large: Preprocessing, Discovery, and Diagnostics
-
-
Bose, R.P.J.C.1
-
35
-
-
77953963552
-
Understanding spaghetti models with sequence clustering for ProM
-
Springer, Berlin, Heidelberg
-
G.M. Veiga, D.R. Ferreira, Understanding spaghetti models with sequence clustering for ProM, in: Business Process Management Workshops, Lecture Notes in Business Information Processing, vol. 43, Springer, Berlin, Heidelberg, 2010, pp. 92-103.
-
(2010)
Business Process Management Workshops, Lecture Notes in Business Information Processing
, vol.43
, pp. 92-103
-
-
Veiga, G.M.1
Ferreira, D.R.2
-
36
-
-
50049083227
-
Mining taxonomies of process models
-
G. Greco, A. Guzzo, and L. Pontieri Mining taxonomies of process models Data Knowl. Eng. 67 1 2008 74 102
-
(2008)
Data Knowl. Eng.
, vol.67
, Issue.1
, pp. 74-102
-
-
Greco, G.1
Guzzo, A.2
Pontieri, L.3
-
37
-
-
84887932180
-
Active trace clustering for improved process discovery
-
J. de Weerdt, S. vanden Broucke, J. Vanthienen, and B. Baesens Active trace clustering for improved process discovery IEEE Trans. Knowl. Data Eng. 25 12 2013 2708 2720
-
(2013)
IEEE Trans. Knowl. Data Eng.
, vol.25
, Issue.12
, pp. 2708-2720
-
-
De Weerdt, J.1
Vanden Broucke, S.2
Vanthienen, J.3
Baesens, B.4
|