Jorge Munoz-Gama

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Marcos SepulvedaComputer Science Department, School of Engineering, Pontificia Universidad Catolica de ChileVerified email at ing.puc.cl
Eric RojasPontificia Universidad Católica de ChileVerified email at uc.cl
Josep CarmonaProfessor at Universitat Politècnica de Catalunya | CEO at Process Talks (www.processtalks.com)Verified email at cs.upc.edu
Daniel Capurro, MD, PhDAssociate Professor in Digital Health - Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Wil van der AalstProfessor of Process and Data Science, RWTH Aachen University || Celonis || Fraunhofer FIT || TU/eVerified email at pads.rwth-aachen.de
Carlos Fernandez LlatasITACA-SABIEN-PM4H Lab Universidad Politecnica de Valencia / CLINTEC - Karolinska InstitutetVerified email at itaca.upv.es
Michael AriasResearcher, Pontificia Universidad Católica de ChileVerified email at uc.cl
Rene de la Fuente, MD, MScEng , Ph...Pontificia Universidad Católica de ChileVerified email at uc.cl
Valeria HerskovicPontificia Universidad Católica de ChileVerified email at ing.puc.cl
Niels MartinHasselt University - Faculty of Business Economics - Research group Business InformaticsVerified email at uhasselt.be
Wai Lam Jonathan LeePontificia Universidad Catolica de ChileVerified email at uc.cl
Vicente TraverITACA - Universitat Politécnica de ValènciaVerified email at itaca.upv.es
Owen Ashby JohnsonAssociate Professor, University of LeedsVerified email at leeds.ac.uk
Jorge Maldonado-MahauadProfesor Facultad de Ingeniería - Universidad de CuencaVerified email at ucuenca.edu.ec
Eric VerbeekScientific Engineer, Eindhoven University of TechnologyVerified email at tue.nl
Arya AdriansyahAdobeVerified email at adobe.com
Boudewijn van DongenProfessor of Computer Science, Eindhoven University of TechnologyVerified email at tue.nl
Mar Pérez-SanagustínAssociate Professor, Institut de Recherche Informatique de Toulouse (IRIT) - CNRS, Université PaulVerified email at irit.fr
Roberto GattaPhDVerified email at unibs.it
Andrea BurattinTechnical University of DenmarkVerified email at dtu.dk

Jorge Munoz-Gama

Pontificia Universidad Católica de Chile

Verified email at uc.cl - Homepage

Process Mining Process-Oriented Data Science


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Process mining manifesto WMP Van der Aalst, A Andriansyah, AK Alves de Medeiros, F Arcieri, ... BPM 2011 Workshops Proceedings, 169-194, 2012	2020	2012
Process mining in healthcare: A literature review E Rojas, J Munoz-Gama, M Sepúlveda, D Capurro Journal of biomedical informatics 61, 224-236, 2016	816	2016
Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses J Maldonado-Mahauad, M Pérez-Sanagustín, RF Kizilcec, N Morales, ... Computers in Human Behavior 80, 179-196, 2018	374	2018
Process mining for healthcare: Characteristics and challenges J Munoz-Gama, N Martin, C Fernandez-Llatas, OA Johnson, M Sepúlveda, ... Journal of Biomedical Informatics 127, 103994, 2022	275	2022
A fresh look at precision in process conformance J Munoz-Gama, J Carmona Business Process Management, 211-226, 2010	246	2010
Alignment based precision checking A Adriansyah, J Munoz-Gama, J Carmona, BF van Dongen, ... Business Process Management Workshops: BPM 2012 International Workshops …, 2013	213	2013
Measuring precision of modeled behavior A Adriansyah, J Munoz-Gama, J Carmona, BF Van Dongen, ... Information systems and e-Business Management 13, 37-67, 2015	187	2015
Single-entry single-exit decomposed conformance checking J Munoz-Gama, J Carmona, WMP Van Der Aalst Information Systems 46, 102-122, 2014	169	2014
Conformance checking and diagnosis in process mining J Munoz-Gama Polytechnic University of Catalonia, Spain, 2014	140	2014
Discovering role interaction models in the Emergency Room using Process Mining C Alvarez, E Rojas, M Arias, J Munoz-Gama, M Sepúlveda, V Herskovic, ... Journal of biomedical informatics 78, 60-77, 2018	116	2018
Human resource allocation in business process management and process mining: A systematic mapping study M Arias, R Saavedra, MR Marques, J Munoz-Gama, M Sepúlveda Management Decision 56 (2), 376-405, 2018	106	2018
Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining E Rojas, M Sepúlveda, J Munoz-Gama, D Capurro, V Traver, ... Applied Sciences 7 (3), 302, 2017	96	2017
Recommendations for enhancing the usability and understandability of process mining in healthcare N Martin, J De Weerdt, C Fernández-Llatas, A Gal, R Gatta, G Ibáñez, ... Artificial Intelligence in Medicine 109, 101962, 2020	88	2020
Enhancing precision in process conformance: Stability, confidence and severity J Munoz-Gama, J Carmona 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2011	85	2011
Conformance checking in the large: Partitioning and topology J Munoz-Gama, J Carmona, WMP Van Der Aalst Business Process Management: 11th International Conference, BPM 2013 …, 2013	80	2013
Toward value-based healthcare through interactive process mining in emergency rooms: the stroke case G Ibanez-Sanchez, C Fernandez-Llatas, A Martinez-Millana, A Celda, ... International journal of environmental research and public health 16 (10), 1783, 2019	76	2019
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining WLJ Lee, HMW Verbeek, J Munoz-Gama, WMP van der Aalst, ... Information Sciences 466, 55-91, 2018	76	2018
A Framework for Recommending Resource Allocation based on Process Mining M Arias, E Rojas, J Munoz-Gama, M Sepúlveda	66	2015
Decomposing conformance checking on Petri nets with data M de Leoni, J Munoz-Gama, J Carmona, WMP van der Aalst BPMcenter. org, 2014	63*	2014
Mapping the patient’s journey in healthcare through process mining M Arias, E Rojas, S Aguirre, F Cornejo, J Munoz-Gama, M Sepúlveda, ... International journal of environmental research and public health 17 (18), 6586, 2020	60	2020

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