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Marcos Sepúlveda

Marcos Sepúlveda Fernadez

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affiliation: Pontificia Universidad Católica de Chile

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2020 – today

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2024
[j20]
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Ignacio Velásquez, Mario Gómez-Herrera, Marcos Sepúlveda:
A Systematic Literature Review of the Analysis of Costs and Other Dimensions in Process Mining and Related Disciplines. IEEE Access 12: 23305-23318 (2024)
[j19]
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Jaciel D. Hernandez-Resendiz, Edgar Tello-Leal, Marcos Sepúlveda:
A Data-Driven Approach to Discovering Process Choreography. Algorithms 17(5): 188 (2024)
2023
[j18]
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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)
[c32]
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Ignacio Velásquez, Marcos Sepúlveda:
A Tool for Visualizing Costs of Process Variants through Directed Rooted Trees. BPM (Demos / Resources Forum) 2023: 72-76
[c31]
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Ignacio Velásquez, Marcos Sepúlveda:
Analyzing the Devil's Quadrangle of Process Instances Through Process Mining. Business Process Management Workshops 2023: 272-284
[c30]
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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
2022
[j17]
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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)
[j16]
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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)
2021
[j15]
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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)
[j14]
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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)
[e1]
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Wil M. P. van der Aalst, Remco M. Dijkman, Akhil Kumar, Francesco Leotta, Fabrizio Maria Maggi, Jan Mendling, Brian T. Pentland, Arik Senderovich, Marcos Sepúlveda, Estefanía Serral Asensio, Mathias Weske:
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6th - to - 10th, 2021. CEUR Workshop Proceedings 2973, CEUR-WS.org 2021 [contents]
2020
[j13]
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Camilo Alvarez, Cecilia Saint-Pierre, Valeria Herskovic, Marcos Sepúlveda, Florencia Prieto:
Analysis of the relationship between treatment networks and the evolution of patients with Type 2 Diabetes Mellitus. J. Biomed. Informatics 108: 103497 (2020)
[j12]
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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)
[j11]
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Cecilia Saint-Pierre, Florencia Prieto, Valeria Herskovic, Marcos Sepúlveda:
Team Collaboration Networks and Multidisciplinarity in Diabetes Care: Implications for Patient Outcomes. IEEE J. Biomed. Health Informatics 24(1): 319-329 (2020)

2010 – 2019

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2019
[c29]
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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
[c28]
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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
[c27]
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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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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
2018
[j10]
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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)
[j9]
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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)
[j8]
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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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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
[j7]
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Santiago Aguirre, Carlos Parra, Marcos Sepúlveda:
Methodological proposal for process mining projects. Int. J. Bus. Process. Integr. Manag. 8(2): 102-113 (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
[c15]
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Cecilia Saint-Pierre, Valeria Herskovic, Marcos Sepúlveda:
Analysis of Multidisciplinary Collaboration in Primary Healthcare: The Chilean Case. CRIWG 2017: 244-251
2016
[j6]
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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)
[c14]
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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
[c13]
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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
[c12]
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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
[j5]
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Sergio Godoy, Claudia Labarca, Nicolás Somma, Myrna Gálvez, Marcos Sepúlveda:
Circumventing Communication Blindspots and Trust Gaps in Technologically-Mediated Corporate Relationships: The Case of Chilean Business-to-Consumer E-Commerce. J. Theor. Appl. Electron. Commer. Res. 10(2): 19-32 (2015)
[c11]
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Eric Rojas Cordoba, Michael Arias, Marcos Sepúlveda:
Clinical Processes and Its Data, What Can We Do with Them?. HEALTHINF 2015: 642-647
[c10]
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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
[c9]
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Gustavo Pizarro, Marcos Sepúlveda:
Experimenting with an OLAP Approach for Interactive Discovery in Process Mining. Business Process Management Workshops 2014: 317-329
[c8]
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  - conf/sccc/NunezNSSF14
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Daniela Nunez, Andrés Neyem, Marcos Sepúlveda, Alfredo Serpell, Ximena Ferrada:
A Mobile Cloud Shared Workspace to Support Lessons-Learned in Construction Companies. SCCC 2014: 17-20
2013
[j4]
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Renato Verdugo, Miguel Nussbaum, Magdalena Claro, Marcos Sepúlveda, Boris Escobar, Ricardo Rendich, Fernando Riveros:
Preparing Undergraduate Computer Science Students to Face Intercultural and Multidisciplinary Scenarios. IEEE Trans. Prof. Commun. 56(1): 67-80 (2013)
[c7]
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Alfredo Bolt, Marcos Sepúlveda:
Process Remaining Time Prediction Using Query Catalogs. Business Process Management Workshops 2013: 54-65
[c6]
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Guillermo Calderón-Ruiz, Marcos Sepúlveda:
Descoberta automática de falhas em processos de negócios usando técnicas de Process Mining. SBSI 2013: 439-450
2011
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Daniela Luengo, Marcos Sepúlveda:
Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time. Business Process Management Workshops (1) 2011: 153-158
[c4]
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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
2010
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Patricio Rodríguez, Miguel Nussbaum, Ximena López, Marcos Sepúlveda:
A Monitoring and Evaluation Scheme for an ICT-Supported Education Program in Schools. J. Educ. Technol. Soc. 13(2): 166-179 (2010)
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Camilo Flores, Marcos Sepúlveda:
Temporal Specification of Business Processes through Project Planning Tools. Business Process Management Workshops 2010: 85-96

2000 – 2009

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2005
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Patricio Mois, Marcos Sepúlveda, Humberto Proschle:
Street Address Correction Based on Spelling Techniques. BNCOD 2005: 166-172

1990 – 1999

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1998
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Patricio Rodríguez, Miguel Nussbaum, Rodrigo Baeza, Gerardo León, Marcos Sepúlveda, Agustín Cobián:
Using global search heuristics for the capacity vehicle routing problem. Comput. Oper. Res. 25(5): 407-417 (1998)
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Miguel Nussbaum, Marcos Sepúlveda, Marcos Singer, E. Laval:
An architecture for solving sequencing and resource allocation problems using approximation methods. J. Oper. Res. Soc. 49(1): 52-65 (1998)
1995
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Alvaro E. Campos, Miguel Nussbaum, Ricardo Schmutzer, Marcos Sepúlveda:
Parallel Local Search on a Computer Network. Parallel and Distributed Computing and Systems 1995: 174-177

Coauthor Index

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