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Jorge Munoz-Gama

Jorge Muñoz-Gama

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affiliation: Pontifical Catholic University of Chile, Chile

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2020 – today

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2024
[j20]
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Luis Marco-Ruiz, Miguel Angel Tejedor Hernandez, Phuong Dinh Ngo, Alexandra Makhlysheva, Therese Olsen Svenning, Kari Dyb, Taridzo Chomutare, Carlos Fernández-Llatas, Jorge Muñoz-Gama, Maryam Tayefi:
A multinational study on artificial intelligence adoption: Clinical implementers' perspectives. Int. J. Medical Informatics 184: 105377 (2024)
[j19]
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Andres Jahr, Javiera Meza, Jorge Munoz-Gama, Luis Herskovic, Valeria Herskovic:
Cluster and trajectory analysis of motivation in an emergency remote programming course. PeerJ Comput. Sci. 10: e1787 (2024)
[j18]
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Juan Antonio Martínez-Carrascal, Jorge Munoz-Gama, Teresa Sancho-Vinuesa:
Evaluation of Recommended Learning Paths Using Process Mining and Log Skeletons: Conceptualization and Insight into an Online Mathematics Course. IEEE Trans. Learn. Technol. 17: 555-568 (2024)
[c39]
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Valeria Herskovic, Jorge Munoz-Gama, Fernando Balladares, Pablo Flores, Nicolás Quiróz:
Clearn: A Cost-conscious Student-led Online Judge for a Large Programming Course. SIGCSE (1) 2024: 498-504
2023
[j17]
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Fernanda Gonzalez-Lopez, Niels Martin, Rene de la Fuente, Victor Galvez-Yanjari, Javiera Guzmán, Eduardo Kattan, Marcos Sepúlveda, Jorge Munoz-Gama:
ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling. Artif. Intell. Medicine 135: 102426 (2023)
[c38]
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Michael Arias, Eric Rojas, Santiago Aguirre, Felipe Cornejo, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro:
Defining Healthcare KPIs Using Process Mining and Patient Journey Maps. CLEI 2023: 1-10
[c37]
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  - conf/hicss/WeskePM23
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Mathias Weske, Luise Pufahl, Jorge Munoz-Gama:
Introduction to the Minitrack on Process Mining in Healthcare. HICSS 2023: 3234
[e3]
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Julius Köpke, Orlenys López-Pintado, Ralf Plattfaut, Jana-Rebecca Rehse, Katarzyna Gdowska, Fernanda Gonzalez-Lopez, Jorge Munoz-Gama, Koen Smit, Jan Martijn E. M. van der Werf:
Business Process Management: Blockchain, Robotic Process Automation and Educators Forum - BPM 2023 Blockchain, RPA and Educators Forum, Utrecht, The Netherlands, September 11-15, 2023, Proceedings. Lecture Notes in Business Information Processing 491, Springer 2023, ISBN 978-3-031-43432-7 [contents]
2022
[j16]
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Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato:
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127: 103994 (2022)
[j15]
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Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda:
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 134: 104203 (2022)
[c36]
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Luise Pufahl, Jorge Munoz-Gama, Mathias Weske:
Introduction to the Minitrack on Process Mining in Healthcare. HICSS 2022: 1
[c35]
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  - conf/icpm/HidalgoM22
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Luciano Hidalgo, Jorge Munoz-Gama:
Domain-Driven Event Abstraction Framework for Learning Dynamics in MOOCs Sessions. ICPM Workshops 2022: 552-564
[p1]
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Niels Martin, Nils Wittig, Jorge Munoz-Gama:
Using Process Mining in Healthcare. Process Mining Handbook 2022: 416-444
[e2]
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Jorge Munoz-Gama, Xixi Lu:
Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers. Lecture Notes in Business Information Processing 433, Springer 2022, ISBN 978-3-030-98580-6 [contents]
2021
[j14]
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Wai Lam Jonathan Lee, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda:
Orientation and conformance: A HMM-based approach to online conformance checking. Inf. Syst. 102: 101674 (2021)
[j13]
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Alessio Bellino, Valeria Herskovic, Michael Hund, Jorge Munoz-Gama:
A Real-world Approach to Motivate Students on the First Class of a Computer Science Course. ACM Trans. Comput. Educ. 21(3): 22:1-22:23 (2021)
[j12]
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Fernanda Gonzalez-Lopez, Luise Pufahl, Jorge Munoz-Gama, Valeria Herskovic, Marcos Sepúlveda:
Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language. Softw. Syst. Model. 20(5): 1353-1377 (2021)
[c34]
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Fernanda Gonzalez-Lopez, Jorge Munoz-Gama, Paolo Fabia, Alberto Jara:
On the Systematic Analysis of Process Landscape Method Implementation Using Grounded Theory. Business Process Management Workshops 2021: 273-285
[c33]
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Jorge Munoz-Gama, Juan Salas-Morales, Valeria Herskovic:
CAI Asynchronous Methodology for Emergency Remote Teaching: An Experience in Introduction to Programming. SCCC 2021: 1-8
2020
[j11]
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Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker:
Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 109: 101962 (2020)
[j10]
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Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda:
Innovative informatics methods for process mining in health care. J. Biomed. Informatics 109: 103551 (2020)
[c32]
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Jorge Munoz-Gama, Raul Alvarez-Esteban, José Montalva-Carmona, Jorge A. Baier:
FAIS: A System for Effectively Learning Students Names and Faces in Massive Courses. SCCC 2020: 1-5
[c31]
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Juan Salas-Morales, Jorge Munoz-Gama:
OSTIA: A Low Cost Alternative for Short Summative Assessments in Massive Programming Courses. SCCC 2020: 1-6
[e1]
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Claudio Di Ciccio, Benoît Depaire, Jochen De Weerdt, Chiara Di Francescomarino, Jorge Munoz-Gama:
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), Padua, Italy, October 4-9, 2020. CEUR Workshop Proceedings 2703, CEUR-WS.org 2020 [contents]

2010 – 2019

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2019
[j9]
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  - journals/sosym/EstanolMCT19
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Montserrat Estañol, Jorge Munoz-Gama, Josep Carmona, Ernest Teniente:
Conformance checking in UML artifact-centric business process models. Softw. Syst. Model. 18(4): 2531-2555 (2019)
[c30]
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Luis Leiva, Jorge Munoz-Gama, Juan Salas-Morales, Víctor Gálvez, Wai Lam Jonathan Lee, Rene de la Fuente, Ricardo Fuentes, Marcos Sepúlveda:
POMElog: Generating Event Logs from Unplugged Processes. BPM (PhD/Demos) 2019: 189-193
[c29]
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Víctor Gálvez, Cesar Meneses, Gonzalo Fagalde, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes, Rene de la Fuente:
Understanding Undesired Procedural Behavior in Surgical Training: The Instructor Perspective. Business Process Management Workshops 2019: 471-482
[c28]
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Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano:
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops 2019: 545-556
[c27]
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  - conf/educon/Salazar-Fernandez19
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Juan Pablo Salazar-Fernandez, Marcos Sepúlveda, Jorge Munoz-Gama:
Influence of Student Diversity on Educational Trajectories in Engineering High-Failure Rate Courses that Lead to Late Dropout. EDUCON 2019: 607-616
[c26]
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  - conf/lala/Salazar-Fernandez19
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Juan Pablo Salazar-Fernandez, Marcos Sepúlveda, Jorge Muñoz-Gama:
Describing educational trajectories of engineering students in individual high-failure rate courses that lead to late dropout. LALA 2019: 39-48
[c25]
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Felipe Cornejo, Cristian Fazio, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes, Rene de la Fuente:
The Case Ordering Problem in Surgical Procedural Training through Process Mining. SCCC 2019: 1-7
[r1]
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Jorge Munoz-Gama:
Conformance Checking. Encyclopedia of Big Data Technologies 2019
2018
[j8]
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  - journals/chb/MahauadPKMM18
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Jorge Javier Maldonado Mahauad, Mar Pérez-Sanagustín, René F. Kizilcec, Nicolás Morales, Jorge Munoz-Gama:
Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses. Comput. Hum. Behav. 80: 179-196 (2018)
[j7]
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Wai Lam Jonathan Lee, Denis Parra, Jorge Munoz-Gama, Marcos Sepúlveda:
Predicting process behavior meets factorization machines. Expert Syst. Appl. 112: 87-98 (2018)
[j6]
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Wai Lam Jonathan Lee, H. M. W. Verbeek, Jorge Munoz-Gama, Wil M. P. van der Aalst, Marcos Sepúlveda:
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining. Inf. Sci. 466: 55-91 (2018)
[j5]
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  - journals/jbi/AlvarezRAMSHC18
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Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro:
Discovering role interaction models in the Emergency Room using Process Mining. J. Biomed. Informatics 78: 60-77 (2018)
[c24]
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Wai Lam Jonathan Lee, Jorge Munoz-Gama, H. M. W. Verbeek, Wil M. P. van der Aalst, Marcos Sepúlveda:
Improving Merging Conditions for Recomposing Conformance Checking. Business Process Management Workshops 2018: 31-43
[c23]
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Hernan Valdivieso, Wai Lam Jonathan Lee, Jorge Munoz-Gama, Marcos Sepúlveda:
OpyenXES: A Complete Python Library for the eXtensible Event Stream Standard. BPM (Dissertation/Demos/Industry) 2018: 71-75
[c22]
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Ricardo Lira, Juan Salas-Morales, Rene de la Fuente, Ricardo Fuentes, Marcos Sepúlveda, Michael Arias, Valeria Herskovic, Jorge Munoz-Gama:
Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case. Business Process Management Workshops 2018: 163-174
[c21]
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Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Angeles Celda, Jesús Mandingorra, Lucia Aparici Tortajada, Antonio Martinez-Millana, Jorge Munoz-Gama, Marcos Sepúlveda, Eric Rojas, Víctor Gálvez, Daniel Capurro, Vicente Traver:
Analyzing Medical Emergency Processes with Process Mining: The Stroke Case. Business Process Management Workshops 2018: 214-225
[c20]
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Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro:
Analysis of Emergency Room Episodes Duration Through Process Mining. Business Process Management Workshops 2018: 251-263
[c19]
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  - conf/sccc/PerezRMAAS18
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Daniel Pérez, Camilo Ruiz-Tagle, Jorge Munoz-Gama, Michael Arias, Luis Fernando Alarcón, Marcos Sepúlveda:
Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction. SCCC 2018: 1-8
2017
[j4]
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H. M. W. Verbeek, Wil M. P. van der Aalst, Jorge Munoz-Gama:
Divide and Conquer: A Tool Framework for Supporting Decomposed Discovery in Process Mining. Comput. J. 60(11): 1649-1674 (2017)
[c18]
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Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda:
Towards a Taxonomy of Human Resource Allocation Criteria. Business Process Management Workshops 2017: 475-483
[c17]
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Wai Lam Jonathan Lee, H. M. W. Verbeek, Jorge Munoz-Gama, Wil M. P. van der Aalst, Marcos Sepúlveda:
Replay using Recomposition: Alignment-Based Conformance Checking in the Large. BPM (Demos) 2017
[c16]
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Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro:
PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room. BPM (Demos) 2017
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Andrés Neyem, Juan Diaz-Mosquera, Jorge Munoz-Gama, Jaime Navon:
Understanding Student Interactions in Capstone Courses to Improve Learning Experiences. SIGCSE 2017: 423-428
2016
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Jorge Munoz-Gama:
Conformance Checking and Diagnosis in Process Mining - Comparing Observed and Modeled Processes. Lecture Notes in Business Information Processing 270, Springer 2016, ISBN 978-3-319-49450-0, pp. 1-195
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Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro:
Process mining in healthcare: A literature review. J. Biomed. Informatics 61: 224-236 (2016)
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Michael Arias, Eric Rojas, Wai Lam Jonathan Lee, Jorge Munoz-Gama, Marcos Sepúlveda:
ResRec: A Multi-criteria Tool for Resource Recommendation. BPM (Demos) 2016: 17-22
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Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda:
A Multi-criteria Approach for Team Recommendation. Business Process Management Workshops 2016: 384-396
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Jorge J. Maldonado, Rene Palta, Jorge Vazquez, Jorge L. Bermeo, Mar Pérez-Sanagustín, Jorge Munoz-Gama:
Exploring differences in how learners navigate in MOOCs based on self-regulated learning and learning styles: A process mining approach. CLEI 2016: 1-12
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Anibal Silva Osses, Luiz Quelves Da Silva, Bernardita Fernandez Cobo, Michael Arias, Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda Fernadez:
Business process analysis in advertising: An extension to a methodology based on process mining projects. SCCC 2016: 1-12
2015
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Arya Adriansyah, Jorge Munoz-Gama, Josep Carmona, Boudewijn F. van Dongen, Wil M. P. van der Aalst:
Measuring precision of modeled behavior. Inf. Syst. E Bus. Manag. 13(1): 37-67 (2015)
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Michael Arias, Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda:
A Framework for Recommending Resource Allocation Based on Process Mining. Business Process Management Workshops 2015: 458-470
2014
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Jorge Munoz-Gama:
Conformance checking and diagnosis in process mining. Polytechnic University of Catalonia, Spain, 2014
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Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:
Single-Entry Single-Exit decomposed conformance checking. Inf. Syst. 46: 102-122 (2014)
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Massimiliano de Leoni, Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:
Decomposing Alignment-Based Conformance Checking of Data-Aware Process Models. OTM Conferences 2014: 3-20
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Seppe K. L. M. vanden Broucke, Jorge Munoz-Gama, Josep Carmona, Bart Baesens, Jan Vanthienen:
Event-Based Real-Time Decomposed Conformance Analysis. OTM Conferences 2014: 345-363
2013
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Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:
Hierarchical Conformance Checking of Process Models Based on Event Logs. Petri Nets 2013: 291-310
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Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:
Conformance Checking in the Large: Partitioning and Topology. BPM 2013: 130-145
2012
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Arya Adriansyah, Jorge Munoz-Gama, Josep Carmona, Boudewijn F. van Dongen, Wil M. P. van der Aalst:
Alignment Based Precision Checking. Business Process Management Workshops 2012: 137-149
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Jorge Munoz-Gama, Isao Echizen:
Insuring Sensitive Processes through Process Mining. UIC/ATC 2012: 447-454
2011
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Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan E. Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn:
Process Mining Manifesto. Business Process Management Workshops (1) 2011: 169-194
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Jorge Munoz-Gama, Josep Carmona:
Enhancing precision in Process Conformance: Stability, confidence and severity. CIDM 2011: 184-191
2010
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Jorge Munoz-Gama, Josep Carmona:
A Fresh Look at Precision in Process Conformance. BPM 2010: 211-226

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