[Fachzeitschriftenartikel]
MultiClust special issue on discovering, summarizing and using multiple clusterings
In: Machine learning, 98 (1-2), 1-5, 2015
[DOI: 10.1007/s10994-014-5445-0]

Müller, Emmanuel
Assent, Ira
Günnemann, Stephan
Seidl, Thomas
Dy, Jennifer

[Doktorarbeit]
Efficient clustering of massive data with MapReduce, III, 212 S., XXIV : Ill., graph. Darst., 2015

Fries, Sergej

[Buch, Doktorarbeit]
Efficient clustering of big data streams, III, 244, XXV S. : graph. Darst., 2015

Hassani, Marwan

[Buchbeitrag, Beitrag zu einem Tagungsband]
No Knowledge Without Processes: Process Mining as a Tool to Find Out What People and Organizations Really Do
In: Proceedings of the International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2014), 11-16, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Block-structured Process Models from Incomplete Event Logs
In: Application and Theory of Petri Nets and Concurrency : 35th International Conference, PETRI NETS 2014, Tunis, Tunisia, June 23-27, 2014. Proceedings, 91-110, 2014
[DOI: 10.1007/978-3-319-07734-5_6]

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Model Discovery: A Method Based on Transition System Decomposition
In: Application and Theory of Petri Nets and Concurrency : 35th International Conference, PETRI NETS 2014, Tunis, Tunisia, June 23-27, 2014. Proceedings, 71-90, 2014
[DOI: 10.1007/978-3-319-07734-5_5]

Kalenkova, A. A.
Lomazova, I. A.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Preface
In: Handbook of Research on Architectural Trends in Service-Driven Computing, 1-2, 2014

van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Extracting Event Data from Databases to Unleash Process Mining
In: Business Process Management Roundtable 2014, 105-128, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining in the Large: A Tutorial
In: Business Intelligence : Third European Summer School, eBISS 2013, Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures / edited by Esteban Zimányi, 33-76, 2014
[DOI: 10.1007/978-3-319-05461-2_2]

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering and Navigating a Collection of Process Models Using Multiple Quality Dimensions
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 3-14, 2014

Buijs, J. C. A. M.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Stochastic Petri Nets with Arbitrary Delay Distributions from Event Logs
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 15-27, 2014

Rogge-Solti, A.
van der Aalst, Wil M. P.
Weske, M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 66-78, 2014

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Domain Experts to Select and Configure Precise Compliance Rules
In: Business Process Management Workshops,Workshop on Security in Business Processes (SBP 2013), 498-512, 2014

Ramezani, E.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
The FeaturePrediction Package in ProM: Correlating Business Process Characteristics
In: Business Process Management Demo Sessions (BPMD 2014), 26-30, 2014

de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering, Analyzing and Enhancing BPMN Models Using ProM
In: Business Process Management Demo Sessions (BPMD 2014), 36-40, 2014

Kalenkova, A.
de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process and Deviation Exploration with Inductive Visual Miner
In: Business Process Management Demo Sessions (BPMD 2014), 46-50, 2014

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Process Mining Workflows with RapidProM
In: Business Process Management Demo Sessions (BPMD 2014), 56-60, 2014

Mans, R.
van der Aalst, Wil M. P.
Verbeek, E.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Suitable Activity Clusters for Decomposed Process Discovery
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 16-30, 2014

Hompes, B.
Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Suitable Activity Clusters for Decomposed Process Discovery
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2014), 32-57, 2014
[DOI: 10.1007/978-3-319-27243-6_2]

Hompes, B.
Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovery of Frequent Episodes in Event Logs
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 31-45, 2014

Leemans, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovery of Frequent Episodes in Event Logs
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2014), 1-31, 2014
[DOI: 10.1007/978-3-319-27243-6_1]

Leemans, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Using Monotonicity to Find Optimal Process Configurations Faster
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 123-137, 2014

Schunselaar, D.
Verbeek, E.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Petra: A tool for Analysing a Process Family
In: Proceedings of the International Workshop on Petri Nets in Software Engineering (PNSE 2014), 269-288, 2014

Schunselaar, D.
Verbeek, E.
van der Aalst, Wil M. P.
Reijers, H.

[Beitrag zu einem Tagungsband]
Liquid Business Process Model Collections
In: Modeling and Simulation-Based Systems Engineering Handbook, 401-421, 2014

van der Aalst, Wil M. P.
La Rosa, M.
ter Hofstede, A. H. M.
Wynn, M. T.

[Beitrag zu einem Tagungsband]
Agile Development with Software Process Mining
In: Proceedings of the 2014 International Conference on Software and System Process (ICSSP 2014), 70-74, 2014

Rubin, V.
Lomazova, I. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Comparative Process Mining in Education: An Approach Based on Process Cubes
In: 12th IFAC International Workshop on Discrete Event Systems (WODES 2014), PL1.1-PL1.9, 2014

van der Aalst, Wil M. P.
Guo, S.
Gorissen, P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Extensible Framework for Analysing Resource Behaviour Using Event Logs
In: Advanced Information Systems Engineering : 26th International Conference, CAiSE 2014, Thessaloniki, Greece, June 16-20, 2014. Proceedings / edited by Matthias Jarke, John Mylopoulos, Christoph Quix, Colette Rolland, Yannis Manolopoulos, Haralambos Mouratidis, Jennifer Horkoff, 564-579, 2014

Pika, A.
Wynn, M. T.
Fidge, C. J.
ter Hofstede, A. H. M.
Leyer, M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data Scientist: The Engineer of the Future
In: Proceedings of the I-ESA Conference, 13-28, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Compliance Checking of Data-Aware and Resource-Aware Compliance Requirements
In: On the Move to Meaningful Internet Systems: OTM 2014 Conferences : Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings / edited by Robert Meersman, Hervé Panetto, Tharam Dillon, Michele Missikoff, Lin Liu, Oscar Pastor, Alfredo Cuzzocrea, Timos Sellis, 237-257, 2014
[DOI: 10.1007/978-3-662-45563-0_14]

Taghiabadi, E. Ramezani
Gromov, Vladimir
Fahland, Dirk
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Process Mining as the Superglue Between Data Science and Enterprise Computing
In: IEEE International Enterprise Distributed Object Computing Conference (EDOC 2014), 1-1, 2014
[DOI: 10.1109/EDOC.2014.11]

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking in Healthcare Based on Partially Ordered Event Data
In: IEEE Emerging Technology and Factory Automation (ETFA 2014), 1-8, 2014

Lu, X.
Mans, R. S.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Perturbing Event logs to Identify Cost Reduction Opportunities: A Genetic Algorithm-Based Approach
In: IEEE Congress on Evolutionary Computation (CEC 2014),, 2428-2435, 2014

Low, W. Z.
De Weerdt, J.
Wynn, M. T.
ter Hofstede, A. H. M.
van der Aalst, Wil M. P.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Control-Flow Discovery from Event Streams
In: IEEE Congress on Evolutionary Computation (CEC 2014),, 2420-2427, 2014

Burattin, A.
Sperduti, A.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Process Mining Can Be Applied to Software Too!
In: Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM '14), 57:1-57:8, 2014

Rubin, V.
Mitsyuk, A.
Lomazova, I.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Leren van Positieve Afwijkingen
In: Het Beste Idee van 2014, 85-88, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity
In: International journal of cooperative information systems, 23 (1), 1-39, 2014
[DOI: 10.1142/S0218843014400012]

Buijs, J. C. A. M.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Process Discovery and Conformance Checking Using Passages
In: Fundamenta informaticae, 131 (1), 103-138, 2014
[DOI: 10.3233/FI-2014-1006]

van der Aalst, Wil M. P.
Verbeek, H. M. W.

[Fachzeitschriftenartikel]
Brandstof voor de toekomst
In: Computable : economisch en technisch maandblad op het gebied van computers en overige automatiseringssystemen, 28-29, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
BPM Use Cases – Structuring the Business Process Management Discipline
In: Software and systems modeling, 6 (5), 309-310, 2014
[DOI: 10.1007/s12599-014-0340-6]

van der Aalst, Wil M. P.
La Rosa, M.
Santoro, F. M.

[Fachzeitschriftenartikel]
Geschäftsprozessmodellierung: Die "Killer-Applikation" für Petrinetze
In: Informatik-Spektrum: Organ der Gesellschaft für Informatik e.V., 37 (3), 191-198, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Single-Entry Single-Exit Decomposed Conformance Checking
In: Information systems : IS, 46, 102-122, 2014
[DOI: 10.1016/j.is.2014.04.003]

Munoz-Gama, J.
Carmona, J.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Dealing With Concept Drifts in Process Mining
In: IEEE Transactions on Neural Networks and Learning Systems, 25 (1), 154-171, 2014

Jagadeesh Chandra Bose, R. P.
van der Aalst, Wil M. P.
Zliobaite, I.
Pechenizkiy, M.

[Fachzeitschriftenartikel]
Datascientist: Beroep van de 21e eeuw
In: De automatisering gids, 2014 (Feb), 24-25, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
De ontbrekende schakel tussen BI en BPM
In: Informatie, 2014 (juni/juli), 10-13, 2014

van der Aalst, Wil M. P.
van Geffen, F.

[Fachzeitschriftenartikel]
Process Mining: The Objectification of Gut Instinct -- Making Business Processes More Transparent Through Data Analysis
In: Special issue of Novatica on Process Mining, 6-10, 2014

Rozinat, A.
van der Aalst, Wil M. P.

[Buch]
Special issue of Informatie on Process Mining, 2014

van der Aalst, Wil M. P.
van Geffen, F.

[Buchbeitrag]
Behavioral Service Substitution
In: Web Services Foundations, 215-244, 2014

Stahl, C.
van der Aalst, Wil M. P.

[Preprint]
Extracting Event Data from Databases to Unleash Process Mining, 2014

van der Aalst, Wil M. P.

[Preprint]
Process Mining: Data science in Action, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband, Beitrag zu einem Tagungsband]
PHiDJ : Parallel similarity self-join for high-dimensional vector data with MapReduce
In: 2014 IEEE 30th International Conference on Data Engineering workshops (ICDEW) : March 31, 2014 - April 4, 2014, Chicago, IL, USA / IEEE Computer Society, 796-807, 2014

Fries, Sergej
Boden, Brigitte
Stepien, Grzegorz
Seidl, Thomas