-
2
-
-
84890470685
-
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
-
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
-
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
-
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
-
8
-
-
4544353101
-
Workflow mining: Discovering process models from event logs
-
van der Aalst, W.M.P., Weijters, A.J.M.M., Maruster, L.: Workflow mining: discovering process models from event logs. IEEE Transactions on Knowledge and Data Engineering 16, 1128–1142 (2004)
-
(2004)
IEEE Transactions on Knowledge and Data Engineering
, vol.16
, pp. 1128-1142
-
-
van der Aalst, W.1
Weijters, A.2
Maruster, L.3
-
9
-
-
32144447557
-
Process Mining: Extending the Alpha-Algorithm to Mine Short Loops
-
TU Eindho- ven
-
Alves de Medeiros, A.K., van Dongen, B.F., van der Aalst, W.M.P., Weijters, A.J.M.M.: Process Mining: Extending the Alpha-Algorithm to Mine Short Loops. BETA Working Paper Series, vol. 113. TU Eindho- ven (2004)
-
(2004)
BETA Working Paper Series
, vol.113
-
-
Alves de Medeiros, A.K.1
van Dongen, B.F.2
van der Aalst, W.3
Weijters, A.4
-
10
-
-
84883435609
-
Mining process models with non-freechoice constructs
-
Wen, L., van der Aalst, W.M.P., Wang, J., Sun, J.: Mining process models with non-freechoice constructs. Data Mining and Knowledge Discovery 15, 145–180 (2007)
-
(2007)
Data Mining and Knowledge Discovery
, vol.15
, pp. 145-180
-
-
Wen, L.1
van der Aalst, W.2
Wang, J.3
Sun, J.4
-
11
-
-
62249195621
-
A novel approach for process mining based on event types
-
Wen, L., Wang, J., van der Aalst, W.M.P., Huang, B., Sun, J.: A novel approach for process mining based on event types. Journal of Intelligent Information Systems 32, 163–190 (2009)
-
(2009)
Journal of Intelligent Information Systems
, vol.32
, pp. 163-190
-
-
Wen, L.1
Wang, J.2
van der Aalst, W.3
Huang, B.4
Sun, J.5
-
12
-
-
79961197342
-
Process Mining with the Heuristics Miner algorithm
-
TU Eindhoven
-
Weijters, A.J.M.M., van der Aalst, W.M.P., Alves de Medeiros, A.K.: Process Mining with the Heuristics Miner algorithm. BETA Working Paper Series, vol. 166. TU Eindhoven (2006)
-
(2006)
BETA Working Paper Series
, vol.166
-
-
Weijters, A.1
van der Aalst, W.2
Alves de Medeiros, A.K.3
-
13
-
-
38049156249
-
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
-
14
-
-
33745107289
-
A rule-based approach for process discovery: Dealing with noise and imbalance in process logs
-
Maruster, L., Weijters, A.J.M.M., van der Aalst, W.M.P., van den Bosch, A.: A rule-based approach for process discovery: dealing with noise and imbalance in process logs. Data Mining and Knowledge Discovery 13, 67–87 (2006)
-
(2006)
Data Mining and Knowledge Discovery
, vol.13
, pp. 67-87
-
-
Maruster, L.1
Weijters, A.2
van der Aalst, W.3
van den Bosch, A.4
-
15
-
-
33750149405
-
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
-
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
-
17
-
-
67650447343
-
Robust process discovery with artificial negative events
-
Goedertier, S., Martens, D., Vanthienen, J., Baesens, B.: Robust process discovery with artificial negative events. Journal of Machine Learning Research 10, 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
-
18
-
-
0032069371
-
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
-
19
-
-
33746334454
-
Discovering expressive process models by clustering log traces
-
Greco, G., Guzzo, A., Pontieri, L., Sacca, D.: Discovering expressive process models by clustering log traces. IEEE Transactions on Knowledge and Data Engineering 18, 1010–1027 (2006)
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, pp. 1010-1027
-
-
Greco, G.1
Guzzo, A.2
Pontieri, L.3
Sacca, D.4
-
20
-
-
50049083227
-
-
Greco, G., Guzzo, A., Pontieri, L.: Mining taxonomies of process models. Data & Knowledge Engineering 67, 74–102 (2008)
-
(2008)
Mining Taxonomies of Process Models. Data & Knowledge Engineering
, vol.67
, pp. 74-102
-
-
Greco, G.1
Guzzo, A.2
Pontieri, L.3
-
21
-
-
72549107971
-
Process mining: A two-step approach to balance between underfitting and overfitting
-
van der Aalst, W.M.P., Rubin, V., Verbeek, H.M.W., van Dongen, B.F., Kindler, E., Günther, C.W.: Process mining: a two-step approach to balance between underfitting and overfitting. Software and System Modeling 9, 87–111 (2010)
-
(2010)
Software and System Modeling
, vol.9
, pp. 87-111
-
-
van der Aalst, W.1
Rubin, V.2
Verbeek, H.3
van Dongen, B.F.4
Kindler, E.5
Günther, C.W.6
-
22
-
-
76549086747
-
New region-based algorithms for deriving bounded Petri nets
-
Carmona, J., Cortadella, J., Kishinevsky, M.: New region-based algorithms for deriving bounded Petri nets. IEEE Transactions on Computers 59, 371–384 (2010)
-
(2010)
IEEE Transactions on Computers
, vol.59
, pp. 371-384
-
-
Carmona, J.1
Cortadella, J.2
Kishinevsky, M.3
-
24
-
-
70350648653
-
Discovering expressive process models from noised log data
-
ACM
-
Folino, F., Greco, G., Guzzo, A., Pontieri, L.: Discovering expressive process models from noised log data. In: Proceedings of the 2009 International Database Engineering & Applications Symposium, pp. 162–172. ACM (2009)
-
(2009)
Proceedings of the 2009 International Database Engineering & Applications Symposium
, pp. 162-172
-
-
Folino, F.1
Greco, G.2
Guzzo, A.3
Pontieri, L.4
-
25
-
-
77049092374
-
Process discovery using integer linear programming
-
van der Werf, J.M.E.M., van Dongen, B.F., Hurkens, C.A.J., Serebrenik, A.: Process discovery using integer linear programming. Fundamenta Informaticae 94, 387–412 (2009)
-
(2009)
Fundamenta Informaticae
, vol.94
, pp. 387-412
-
-
Van Der Werf, J.1
van Dongen, B.F.2
Hurkens, C.3
Serebrenik, A.4
-
26
-
-
84892425613
-
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
-
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
-
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
-
31
-
-
0242540443
-
Sequential pattern mining using a bitmap representation
-
ACM
-
Ayres, J., Flannick, J., Gehrke, J., Yiu, T.: Sequential pattern mining using a bitmap representation. In: Proc. 8th ACM Intern. Conf. Knowl. Discov. Data Mining, pp. 429–435. ACM (2002)
-
(2002)
Proc. 8Th ACM Intern. Conf. Knowl. Discov. Data Mining
, pp. 429-435
-
-
Ayres, J.1
Flannick, J.2
Gehrke, J.3
Yiu, T.4
-
32
-
-
84944678700
-
-
3TU Data Center, BPI Challenge, Event Log, data.3tu.nl/repository/collection:event_logs_real
-
BPI Challenge, Event Log
-
-
-
33
-
-
70349319805
-
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
-
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
-
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
-
36
-
-
84988227640
-
Measuring Precision of Modeled Behaviour
-
Adriansyah, A., Munoz-Game, J., Carmona, J., van Dongen, B.F., van der Aalst, W.M.P.: Measuring Precision of Modeled Behaviour. Information systems and e-Business Management (2015)
-
(2015)
Information Systems and E-Business Management
-
-
Adriansyah, A.1
Munoz-Game, J.2
Carmona, J.3
van Dongen, B.F.4
van der Aalst, W.5
-
37
-
-
84866867342
-
A genetic algorithm for discovering process trees
-
IEEE Computer Society
-
Buijs, J.C.A.M., van Dongen, B.F., van der Aalst, W.M.P.: A genetic algorithm for discovering process trees. In: IEEE Congress on Evolutionary Computation (CEC 2012), pp. 1–8. IEEE Computer Society (2012)
-
(2012)
IEEE Congress on Evolutionary Computation (CEC 2012)
, pp. 1-8
-
-
Buijs, J.1
van Dongen, B.F.2
van der Aalst, W.3
|