The first to cover this missing link between data mining and process modeling, this book provides real-world techniques for monitoring and analyzing processes in real time. It is a powerful new tool destined to play a key role in business process management.
Cited By
- Apolinário F, Escravana N, Hervé É, Pardal M and Correia M FingerCI Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, (183-186)
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- Chocron P and Schorlemmer M Inferring Commitment Semantics in Multi-Agent Interactions Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, (1150-1158)
- Sonia , Agarwal M, Gupta S and Kumar N Discovering pareto-optimal process models Proceedings of the Genetic and Evolutionary Computation Conference Companion, (286-287)
- Setiawan F and Yahya B (2018). Improved behavior model based on sequential rule mining, Applied Soft Computing, 68:C, (944-960), Online publication date: 1-Jul-2018.
- de Almeida Bordignon A, Thom L, Silva T, Dani V, Fantinato M and Ferreira R Natural Language Processing in Business Process Identification and Modeling Proceedings of the XIV Brazilian Symposium on Information Systems, (1-8)
- Tavares G, da Costa V, Martins V, Ceravolo P and Barbon S Anomaly Detection in Business Process based on Data Stream Mining Proceedings of the XIV Brazilian Symposium on Information Systems, (1-8)
- Baier T, Ciccio C, Mendling J and Weske M (2018). Matching events and activities by integrating behavioral aspects and label analysis, Software and Systems Modeling (SoSyM), 17:2, (573-598), Online publication date: 1-May-2018.
- Schönig S, Cabanillas C, Di Ciccio C, Jablonski S and Mendling J (2018). Mining team compositions for collaborative work in business processes, Software and Systems Modeling (SoSyM), 17:2, (675-693), Online publication date: 1-May-2018.
- Leemans S, Fahland D and Aalst W (2018). Scalable process discovery and conformance checking, Software and Systems Modeling (SoSyM), 17:2, (599-631), Online publication date: 1-May-2018.
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- Delias P and Lakiotaki K (2018). Discovering Process Horizontal Boundaries to Facilitate Process Comprehension, International Journal of Operations Research and Information Systems, 9:2, (1-31), Online publication date: 1-Apr-2018.
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- Alvarez C, Rojas E, Arias M, Munoz-Gama J, Sepúlveda M, Herskovic V and Capurro D (2018). Discovering role interaction models in the Emergency Room using Process Mining, Journal of Biomedical Informatics, 78:C, (60-77), Online publication date: 1-Feb-2018.
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- Polyvyanyy A, Aalst W, Hofstede A and Wynn M (2016). Impact-Driven Process Model Repair, ACM Transactions on Software Engineering and Methodology, 25:4, (1-60), Online publication date: 5-May-2017.
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- Gal A, Mandelbaum A, Schnitzler F, Senderovich A and Weidlich M (2017). Traveling time prediction in scheduled transportation with journey segments, Information Systems, 64:C, (266-280), Online publication date: 1-Mar-2017.
- Giacomo G, Maggi F, Marrella A and Patrizi F On the disruptive effectiveness of automated planning for LTL-based trace alignment Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, (3555-3561)
- Dagliati A, Sacchi L, Zambelli A, Tibollo V, Pavesi L, Holmes J and Bellazzi R (2017). Temporal electronic phenotyping by mining careflows of breast cancer patients, Journal of Biomedical Informatics, 66:C, (136-147), Online publication date: 1-Feb-2017.
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- Jesús Roldán J, del Cerro J and Barrientos A (2017). Using Process Mining to Model Multi-UAV Missions through the Experience, IEEE Intelligent Systems, 32:4, (40-47), Online publication date: 1-Jan-2017.
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- Augusto V, Xie X, Prodel M, Jouaneton B and Lamarsalle L Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation Proceedings of the 2016 Winter Simulation Conference, (2135-2146)
- Bernardi M, Cimitile M, Di Francescomarino C and Maggi F (2016). Do activity lifecycles affect the validity of a business rule in a business process?, Information Systems, 62:C, (42-59), Online publication date: 1-Dec-2016.
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- Rojas E, Munoz-Gama J, Sepúlveda M and Capurro D (2016). Process mining in healthcare, Journal of Biomedical Informatics, 61:C, (224-236), Online publication date: 1-Jun-2016.
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- Armentano M and Amandi A Detection of Sequences with Anomalous Behavior in a Workflow Process Proceedings, Part I, of the 26th International Conference on Database and Expert Systems Applications - Volume 9261, (111-118)
- Ponce-De-León H, Carmona J and Broucke S Incorporating Negative Information in Process Discovery Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (126-143)
- Guo Q, Wen L, Wang J, Yan Z and Yu P Mining Invisible Tasks in Non-free-choice Constructs Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (109-125)
- San Pedro J, Carmona J and Cortadella J Log-Based Simplification of Process Models Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (457-474)
- Senderovich A, Rogge-Solti A, Gal A, Mendling J, Mandelbaum A, Kadish S and Bunnell C Data-Driven Performance Analysis of Scheduled Processes Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (35-52)
- Maaradji A, Dumas M, Rosa M and Ostovar A Fast and Accurate Business Process Drift Detection Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (406-422)
- Manderscheid J, Reiβner D and Röglinger M Inspection Coming Due! How to Determine the Service Interval of Your Processes! Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (19-34)
- Helbig K, Römer M and Mellouli T A Clinical Pathway Mining Approach to Enable Scheduling of Hospital Relocations and Treatment Services Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (242-250)
- Marquard M, Shahzad M and Slaats T Web-Based Modelling and Collaborative Simulation of Declarative Processes Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (209-225)
- Nogayama T and Takahashi H Estimation of Average Latent Waiting and Service Times of Activities from Event Logs Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (172-179)
- Zelst S, Dongen B and Aalst W Avoiding Over-Fitting in ILP-Based Process Discovery Proceedings of the 13th International Conference on Business Process Management - Volume 9253, (163-171)
- Astromskis S, Janes A and Mairegger M A process mining approach to measure how users interact with software: an industrial case study Proceedings of the 2015 International Conference on Software and System Process, (137-141)
- Aalst W Big software on the run: in vivo software analytics based on process mining (keynote) Proceedings of the 2015 International Conference on Software and System Process, (1-5)
- Mooij A, Eggen G, Hooman J and Wezep H Cost-Effective Industrial Software Rejuvenation Using Domain-Specific Models Proceedings of the 8th International Conference on Theory and Practice of Model Transformations - Volume 9152, (66-81)
- Molka T, Redlich D, Drobek M, Zeng X and Gilani W Diversity Guided Evolutionary Mining of Hierarchical Process Models Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, (1247-1254)
- Bergenthum R and Schick J Verification of Logs - Revealing Faulty Processes of a Medical Laboratory Transactions on Petri Nets and Other Models of Concurrency X - Volume 9410, (1-18)
- Pérez-Alfonso D, Fundora-Ramírez O, Lazo-Cortés M and Roche-Escobar R Recommendation of Process Discovery Algorithms Through Event Log Classification Proceedings of the 7th Mexican Conference on Pattern Recognition - Volume 9116, (3-12)
- Greco G, Guzzo A, Lupia F and Pontieri L (2015). Process Discovery under Precedence Constraints, ACM Transactions on Knowledge Discovery from Data, 9:4, (1-39), Online publication date: 1-Jun-2015.
- Ferreira D and Vasilyev E (2015). Using logical decision trees to discover the cause of process delays from event logs, Computers in Industry, 70:C, (194-207), Online publication date: 1-Jun-2015.
- Confort V and Santoro F Major Issues in Business Process Management Proceedings of the annual conference on Brazilian Symposium on Information Systems: Information Systems: A Computer Socio-Technical Perspective - Volume 1, (725-732)
- de Sousa H, Silva T, Santos P, Calhau R and Costa M Automated Support for Scrum Projects Sprint Planning Proceedings of the annual conference on Brazilian Symposium on Information Systems: Information Systems: A Computer Socio-Technical Perspective - Volume 1, (291-298)
- Khadke C, Rana S and Shah V Recovering workflows from functional tests Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension, (287-288)
- van den Hurk H, Turetken O and van Moll J Subject-oriented plural method meets BPMN Proceedings of the 7th International Conference on Subject-Oriented Business Process Management, (1-9)
- Weber I, Farshchi M, Mendling J and Schneider J Mining processes with multi-instantiation Proceedings of the 30th Annual ACM Symposium on Applied Computing, (1231-1237)
- Baier T, Rogge-Solti A, Mendling J and Weske M Matching of events and activities Proceedings of the 30th Annual ACM Symposium on Applied Computing, (1225-1230)
- Aalst W, Zhao J and Wang H (2015). Editorial, ACM Transactions on Management Information Systems, 5:4, (1-7), Online publication date: 21-Mar-2015.
- Jiang J, Aldewereld H, Dignum V and Tan Y (2014). Compliance Checking of Organizational Interactions, ACM Transactions on Management Information Systems, 5:4, (1-24), Online publication date: 21-Mar-2015.
- Yan J, Hu D, Liao S and Wang H (2014). Mining Agents’ Goals in Agent-Oriented Business Processes, ACM Transactions on Management Information Systems, 5:4, (1-22), Online publication date: 21-Mar-2015.
- Ciccio C and Mecella M (2015). On the Discovery of Declarative Control Flows for Artful Processes, ACM Transactions on Management Information Systems, 5:4, (1-37), Online publication date: 21-Mar-2015.
- Partington A, Wynn M, Suriadi S, Ouyang C and Karnon J (2015). Process Mining for Clinical Processes, ACM Transactions on Management Information Systems, 5:4, (1-18), Online publication date: 21-Mar-2015.
- Monroy C, Rangel V, Bell E and Whitaker R A learning analytics approach to characterize and analyze inquiry-based pedagogical processes Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, (398-399)
- Sureka A, Kumar A and Gupta S Ahaan Proceedings of the 8th India Software Engineering Conference, (198-199)
- Vázquez-Barreiros B, Mucientes M and Lama M (2015). ProDiGen, Information Sciences: an International Journal, 294:C, (315-333), Online publication date: 10-Feb-2015.
- Mrasek R, Mülle J and Böhm K (2015). A new verification technique for large processes based on identification of relevant tasks, Information Systems, 47:C, (82-97), Online publication date: 1-Jan-2015.
- de Leoni M, Maggi F and van der Aalst W (2015). An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data, Information Systems, 47:C, (258-277), Online publication date: 1-Jan-2015.
- Sureka A, Kumar A and Rama G Kashvi Proceedings of the 20th International Conference on Management of Data, (11-13)
- Hasankiyadeh A, Kahani M, Bagheri E and Asadi M Mining common morphological fragments from process event logs Proceedings of 24th Annual International Conference on Computer Science and Software Engineering, (179-191)
- Guédria W and Proper H The Need for Second Order Interoperation Proceedings of the Confederated International Workshops on On the Move to Meaningful Internet Systems: OTM 2014 Workshops - Volume 8842, (255-264)
- Bertoli P, Corcoglioniti F, Di Francescomarino C, Dragoni M, Ghidini C, Nori M, Pistore M and Tiella R Modeling and monitoring processes exploiting semantic reasoning Proceedings of the 2014 International Conference on Posters & Demonstrations Track - Volume 1272, (121-124)
- Vahedian Khezerlou A and Alizadeh S (2014). A new model for discovering process trees from event logs, Applied Intelligence, 41:3, (725-735), Online publication date: 1-Oct-2014.
- Rubin V, Mitsyuk A, Lomazova I and van der Aalst W Process mining can be applied to software too! Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, (1-8)
- Azzini A, Ceravolo P, Damiani E, Zavatarelli F, Vicari C and Savarino V Driving knowledge acquisition via metric life-cycle in process intelligence Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business, (1-4)
- Aalst W How People Really Like To Work Proceedings of the 5th IFIP WG 13.2 International Conference on Human-Centered Software Engineering - Volume 8742, (317-321)
- Vidal J, Lama M, Vázquez B and Mucientes M Reconstructing IMS LD Units of Learning from Event Logs Proceedings of the 9th European Conference on Open Learning and Teaching in Educational Communities - Volume 8719, (345-358)
- Khodabandelou G, Hug C, Deneckère R and Salinesi C Unsupervised discovery of intentional process models from event logs Proceedings of the 11th Working Conference on Mining Software Repositories, (282-291)
- Mittal M and Sureka A Process mining software repositories from student projects in an undergraduate software engineering course Companion Proceedings of the 36th International Conference on Software Engineering, (344-353)
- Gupta M Nirikshan: process mining software repositories to identify inefficiencies, imperfections, and enhance existing process capabilities Companion Proceedings of the 36th International Conference on Software Engineering, (658-661)
- Rubin V, Lomazova I and Aalst W Agile development with software process mining Proceedings of the 2014 International Conference on Software and System Process, (70-74)
- Gama J, Žliobaitė I, Bifet A, Pechenizkiy M and Bouchachia A (2014). A survey on concept drift adaptation, ACM Computing Surveys, 46:4, (1-37), Online publication date: 1-Apr-2014.
- Bogarín A, Romero C, Cerezo R and Sánchez-Santillán M Clustering for improving educational process mining Proceedings of the Fourth International Conference on Learning Analytics And Knowledge, (11-15)
- Molka T, Redlich D, Drobek M, Caetano A, Zeng X and Gilani W Conformance checking for BPMN-based process models Proceedings of the 29th Annual ACM Symposium on Applied Computing, (1406-1413)
- Benner-Wickner M, Book M, Brückmann T and Gruhn V Execution support for agenda-driven case management Proceedings of the 29th Annual ACM Symposium on Applied Computing, (1371-1377)
- Leitner M and Rinderle-Ma S (2014). A systematic review on security in Process-Aware Information Systems - Constitution, challenges, and future directions, Information and Software Technology, 56:3, (273-293), Online publication date: 1-Mar-2014.
- Perimal-Lewis L, De Vries D and Thompson C Health intelligence Proceedings of the Seventh Australasian Workshop on Health Informatics and Knowledge Management - Volume 153, (59-67)
- Xu X, Weber I, Bass L, Zhu L, Wada H and Teng F Detecting cloud provisioning errors using an annotated process model Proceedings of the 8th Workshop on Middleware for Next Generation Internet Computing, (1-6)
- Ard J, Bishop M, Gates C and Sun M Information behaving badly Proceedings of the 2013 New Security Paradigms Workshop, (107-118)
- Bertoli P, Dragoni M, Ghidini C, Martufi E, Nori M, Pistore M and Francescomarino C Modeling and Monitoring Business Process Execution Proceedings of the 11th International Conference on Service-Oriented Computing - Volume 8274, (683-687)
- Rogge-Solti A and Weske M Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays Proceedings of the 11th International Conference on Service-Oriented Computing - Volume 8274, (389-403)
- Müller R, Stahl C, Aalst W and Westergaard M Service Discovery from Observed Behavior while Guaranteeing Deadlock Freedom in Collaborations Proceedings of the 11th International Conference on Service-Oriented Computing - Volume 8274, (358-373)
- Montali M, Maggi F, Chesani F, Mello P and Aalst W (2014). Monitoring business constraints with the event calculus, ACM Transactions on Intelligent Systems and Technology, 5:1, (1-30), Online publication date: 1-Dec-2013.
- Fahland D, Lo D and Maoz S Mining branching-time scenarios Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering, (443-453)
- Werner M Colored Petri Nets for Integrating the Data Perspective in Process Audits Proceedings of the 32nd International Conference on Conceptual Modeling - Volume 8217, (387-394)
- Wynn M, Reijers H, Adams M, Ouyang C, Hofstede A, Aalst W, Rosemann M and Hoque Z Cost-Informed Operational Process Support Proceedings of the 32nd International Conference on Conceptual Modeling - Volume 8217, (174-181)
- Diamantini C, Genga L and Potena D A Preliminary Survey on Innovation Process Management Systems Proceedings of the Third International Conference on Model and Data Engineering - Volume 8216, (92-103)
- Bose R, Maggi F and van der Aalst W Enhancing declare maps based on event correlations Proceedings of the 11th international conference on Business Process Management, (97-112)
- Poggi N, Muthusamy V, Carrera D and Khalaf R Business process mining from e-commerce web logs Proceedings of the 11th international conference on Business Process Management, (65-80)
- Ekanayake C, Dumas M, García-Bañuelos L and La Rosa M Slice, mine and dice Proceedings of the 11th international conference on Business Process Management, (49-64)
- Buijs J, van Dongen B and van der Aalst W Mining configurable process models from collections of event logs Proceedings of the 11th international conference on Business Process Management, (33-48)
- Baier T and Mendling J Bridging abstraction layers in process mining by automated matching of events and activities Proceedings of the 11th international conference on Business Process Management, (17-32)
- Reijers H, Slaats T and Stahl C Declarative modeling Proceedings of the 11th international conference on Business Process Management, (307-322)
- Westergaard M and Slaats T Mixing paradigms for more comprehensible models Proceedings of the 11th international conference on Business Process Management, (283-290)
- Munoz-Gama J, Carmona J and van der Aalst W Conformance checking in the large Proceedings of the 11th international conference on Business Process Management, (130-145)
- de Leoni M and van der Aalst W Aligning event logs and process models for multi-perspective conformance checking Proceedings of the 11th international conference on Business Process Management, (113-129)
- O'Leary P, Buckley P and Richardson I Modelling Care Pathways in a Connected Health Setting Revised Selected Papers of the Third International Symposium on Foundations of Health Information Engineering and Systems - Volume 8315, (32-40)
- Ritter D The business network data management platform Proceedings of the 29th British National conference on Big Data, (218-227)
- van der Aalst W Challenges in service mining Proceedings of the 13th international conference on Web Engineering, (1-4)
- Ritter D A network-centric BPMN model for business network management Proceedings of the 9th European conference on Modelling Foundations and Applications, (152-164)
- Leemans S, Fahland D and van der Aalst W Discovering block-structured process models from event logs - a constructive approach Proceedings of the 34th international conference on Application and Theory of Petri Nets and Concurrency, (311-329)
- Munoz-Gama J, Carmona J and van der Aalst W Hierarchical conformance checking of process models based on event logs Proceedings of the 34th international conference on Application and Theory of Petri Nets and Concurrency, (291-310)
- Hull R, Su J and Vaculin R Data management perspectives on business process management Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, (943-948)
- Conforti R, de Leoni M, La Rosa M and van der Aalst W Supporting risk-informed decisions during business process execution Proceedings of the 25th international conference on Advanced Information Systems Engineering, (116-132)
- Pika A, Van Der Aalst W, Fidge C, Ter Hofstede A and Wynn M Profiling event logs to configure risk indicators for process delays Proceedings of the 25th international conference on Advanced Information Systems Engineering, (465-481)
- Suriadi S, Wynn M, Ouyang C, ter Hofstede A and van Dijk N Understanding process behaviours in a large insurance company in Australia Proceedings of the 25th international conference on Advanced Information Systems Engineering, (449-464)
- Maggi F, Bose R and van der Aalst W A knowledge-based integrated approach for discovering and repairing declare maps Proceedings of the 25th international conference on Advanced Information Systems Engineering, (433-448)
- Fahland D and Van Der Aalst W (2013). Simplifying discovered process models in a controlled manner, Information Systems, 38:4, (585-605), Online publication date: 1-Jun-2013.
- Aalst W, Westergaard M and Reijers H Beautiful Workflows Essays Dedicated to Rinus Plasmeijer on the Occasion of His 61st Birthday on The Beauty of Functional Code - Volume 8106, (211-233)
- de Leoni M and van der Aalst W Data-aware process mining Proceedings of the 28th Annual ACM Symposium on Applied Computing, (1454-1461)
- Solé M and Carmona J Amending C-net discovery algorithms Proceedings of the 28th Annual ACM Symposium on Applied Computing, (1418-1425)
- Vogelgesang T and Appelrath H Multidimensional process mining Proceedings of the Joint EDBT/ICDT 2013 Workshops, (17-22)
- de Leoni M, Dumas M and García-Bañuelos L Discovering branching conditions from business process execution logs Proceedings of the 16th international conference on Fundamental Approaches to Software Engineering, (114-129)
- Wynn M, Low W and Nauta W A framework for cost-aware process management Proceedings of the Ninth Asia-Pacific Conference on Conceptual Modelling - Volume 143, (79-88)
- Bui D, Hadzic F and Hecker M Application of tree-structured data mining for analysis of process logs in XML format Proceedings of the Tenth Australasian Data Mining Conference - Volume 134, (109-118)
- Carmona J and Gavaldà R Online techniques for dealing with concept drift in process mining Proceedings of the 11th international conference on Advances in Intelligent Data Analysis, (90-102)
- Huser V (2012). , Journal of Biomedical Informatics, 45:5, (1018-1019), Online publication date: 1-Oct-2012.
- Martinovič J, Dráždilová P, Slaninová K, Kocyan T and Snášel V Left-Right oscillate algorithm for community detection used in e-learning system Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management, (278-289)
- Kirchner K, Herzberg N, Rogge-Solti A and Weske M Embedding conformance checking in a process intelligence system in hospital environments Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care, (126-139)
- Mans R, van der Aalst W, Vanwersch R and Moleman A Process mining in healthcare Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care, (140-153)
- van der Werf J, Verbeek H and van der Aalst W Context-Aware compliance checking Proceedings of the 10th international conference on Business Process Management, (98-113)
- de Leoni M, Maggi F and van der Aalst W Aligning event logs and declarative process models for conformance checking Proceedings of the 10th international conference on Business Process Management, (82-97)
- Ramezani E, Fahland D and van der Aalst W Where did i misbehave? diagnostic information in compliance checking Proceedings of the 10th international conference on Business Process Management, (262-278)
- Fahland D and van der Aalst W Repairing process models to reflect reality Proceedings of the 10th international conference on Business Process Management, (229-245)
- Benner M, Book M, Brückmann T, Gruhn V, Richter T and Seyhan S Managing and tracing the traversal of process clouds with templates, agendas and artifacts Proceedings of the 10th international conference on Business Process Management, (188-193)
- van der Aalst W A decade of business process management conferences Proceedings of the 10th international conference on Business Process Management, (1-16)
- Bui D, Hadzic F and Potdar V A framework for application of tree-structured data mining to process log analysis Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning, (423-434)
- Van Der Aalst W (2012). Process mining, Communications of the ACM, 55:8, (76-83), Online publication date: 1-Aug-2012.
- van der Aalst W (2012). Process Mining, ACM Transactions on Management Information Systems, 3:2, (1-17), Online publication date: 1-Jul-2012.
- Petrusel R Aggregating individual models of decision-making processes Proceedings of the 24th international conference on Advanced Information Systems Engineering, (47-63)
- Binder M, Dorda W, Duftschmid G, Dunkl R, Fröschl K, Gall W, Grossmann W, Harmankaya K, Hronsky M, Rinderle-Ma S, Rinner C and Weber S On analyzing process compliance in skin cancer treatment Proceedings of the 24th international conference on Advanced Information Systems Engineering, (398-413)
- Maggi F, Bose R and van der Aalst W Efficient discovery of understandable declarative process models from event logs Proceedings of the 24th international conference on Advanced Information Systems Engineering, (270-285)
- Ly L, Indiono C, Mangler J and Rinderle-Ma S Data transformation and semantic log purging for process mining Proceedings of the 24th international conference on Advanced Information Systems Engineering, (238-253)
- Engel R, van der Aalst W, Zapletal M, Pichler C and Werthner H Mining inter-organizational business process models from EDI messages Proceedings of the 24th international conference on Advanced Information Systems Engineering, (222-237)
- Armentano M and Amandi A Towards a goal recognition model for the organizational memory Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III, (730-742)
- van der Aalst W (2012). Process mining, ACM SIGKDD Explorations Newsletter, 13:2, (45-49), Online publication date: 1-May-2012.
- Rasmussen R and Brown R (2012). A deductive system for proving workflow models from operational procedures, Future Generation Computer Systems, 28:5, (732-742), Online publication date: 1-May-2012.
- Ritter D From network mining to large scale business networks Proceedings of the 21st International Conference on World Wide Web, (989-996)
- Diamantini C, Potena D and Storti E Mining usage patterns from a repository of scientific workflows Proceedings of the 27th Annual ACM Symposium on Applied Computing, (152-157)
- van der Aalst W Distributed process discovery and conformance checking Proceedings of the 15th international conference on Fundamental Approaches to Software Engineering, (1-25)
- Mans R, Reijers H, van Genuchten M and Wismeijer D Mining processes in dentistry Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, (379-388)
- Dunkl R, Fröschl K, Grossmann W and Rinderle-Ma S Assessing medical treatment compliance based on formal process modeling Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health, (533-546)
- Maggi F, Westergaard M, Montali M and van der Aalst W Runtime verification of LTL-Based declarative process models Proceedings of the Second international conference on Runtime verification, (131-146)
- Dumas M On the convergence of data and process engineering Proceedings of the 15th international conference on Advances in databases and information systems, (19-26)
- Van Der Aalst W, Adriansyah A and Van Dongen B Causal nets Proceedings of the 22nd international conference on Concurrency theory, (28-42)
- Fahland D and Van Der Aalst W Simplifying mined process models Proceedings of the 9th international conference on Business process management, (362-378)
- Fahland D, De Leoni M, Van Dongen B and Van Der Aalst W Conformance checking of interacting processes with overlapping instances Proceedings of the 9th international conference on Business process management, (345-361)
- Beheshti S, Benatallah B, Motahari-Nezhad H and Sakr S A query language for analyzing business processes execution Proceedings of the 9th international conference on Business process management, (281-297)
- Costa C and Aparicio M Analysis of e-learning processes Proceedings of the 2011 Workshop on Open Source and Design of Communication, (37-40)
- Aparicio M and Nhampossa J Audit of e-commerce process Proceedings of the 2011 Workshop on Open Source and Design of Communication, (35-36)
- Watanabe A, Ishibashi K, Toyono T, Kimura T, Watanabe K, Matsuo Y and Shiomoto K Workflow extraction for service operation using multiple unstructured trouble tickets NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium, (652-658)
- Kang Y and Zadorozhny V Process Discovery Using Classification Tree Hidden Semi-Markov Model 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI), (361-368)
- Atzmueller M, Bloemheuvel S and Kloepper B A Framework for Human-Centered Exploration of Complex Event Log Graphs Discovery Science, (335-350)
Index Terms
- Process Mining: Discovery, Conformance and Enhancement of Business Processes
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