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1

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses

Maldonado-Mahauad, Jorge, Pérez-Sanagustín, Mar, Kizilcec, René F., Morales, Nicolás, Munoz-Gama, Jorge

Journal:

Computers in Human Behavior

Year:

2018

Language:

english

File:

PDF, 2.42 MB

english, 2018

2

Conformance checking in UML artifact-centric business process models

Estañol, Montserrat, Munoz-Gama, Jorge, Carmona, Josep, Teniente, Ernest

Journal:

Software & Systems Modeling

Year:

2018

Language:

english

File:

PDF, 3.51 MB

english, 2018

3

Human resource allocation in business process management and process mining

Arias, Michael, Saavedra, Rodrigo, Marques, Maira R., Munoz-Gama, Jorge, Sepúlveda, Marcos

Journal:

Management Decision

Year:

2018

Language:

english

File:

PDF, 511 KB

english, 2018

4

[IEEE 2016 XLII Latin American Computing Conference (CLEI) - Valparaíso, Chile (2016.10.10-2016.10.14)] 2016 XLII Latin American Computing Conference (CLEI) - Exploring differences in how learners navigate in MOOCs based on self-regulated learning and learning styles: A process mining approach

Maldonado, Jorge J., Palta, Rene, Vazquez, Jorge, Bermeo, Jorge L., Perez-Sanagustin, Mar, Munoz-Gama, Jorge

Year:

2016

File:

PDF, 2.08 MB

2016

5

Recomposing Conformance: Closing the Circle on Decomposed Alignment-Based Conformance Checking in Process Mining

Jonathan Lee, Wai Lam, Verbeek, H.M.W., Munoz-Gama, Jorge, van der Aalst, Wil M.P., Sepúlveda, Marcos

Journal:

Information Sciences

Year:

2018

Language:

english

File:

PDF, 17.36 MB

english, 2018

6

Performance Analysis of Emergency Room Episodes Through Process Mining

Rojas, Eric, Cifuentes, Andres, Burattin, Andrea, Munoz-Gama, Jorge, Sepúlveda, Marcos, Capurro, Daniel

Journal:

International Journal of Environmental Research and Public Health

Year:

2019

Language:

english

File:

PDF, 1.29 MB

english, 2019

7

Delphi Method to Achieve Clinical Consensus for a BPMN Representation of the Central Venous Access Placement for Training Purposes

de la Fuente, Rene, Fuentes, Ricardo, Munoz-Gama, Jorge, Dagnino, Jorge, SepÃºlveda, Marcos

Journal:

International Journal of Environmental Research and Public Health

Year:

2020

File:

PDF, 1.47 MB

2020

8

Mapping the Patientâs Journey in Healthcare through Process Mining

Arias, Michael, Rojas, Eric, Aguirre, Santiago, Cornejo, Felipe, Munoz-Gama, Jorge, SepÃºlveda, Marcos, Capurro, Daniel

Journal:

International Journal of Environmental Research and Public Health

Year:

2020

File:

PDF, 1.94 MB

2020

9

Orientation and conformance: A HMM-based approach to online conformance checking

Lee, Wai Lam Jonathan, Burattin, Andrea, Munoz-Gama, Jorge, SepÃºlveda, Marcos

Journal:

Information Systems

Year:

2020

File:

PDF, 1.15 MB

2020

10

Single-Entry Single-Exit decomposed conformance checking

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

Journal:

Information Systems

Year:

2014

Language:

english

File:

PDF, 2.57 MB

english, 2014

11

[IEEE 2012 IEEE 9th Int'l Conference on Ubiquitous Intelligence & Computing / 9th Int'l Conference on Autonomic & Trusted Computing (UIC/ATC) - Fukuoka, Japan (2012.09.4-2012.09.7)] 2012 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing - Insuring Sensitive Processes through Process Mining

Munoz-Gama, Jorge, Echizen, Isao

Year:

2012

Language:

english

File:

PDF, 282 KB

english, 2012

12

Process mining in healthcare: A literature review

Rojas, Eric, Munoz-Gama, Jorge, Sepúlveda, Marcos, Capurro, Daniel

Journal:

Journal of Biomedical Informatics

Year:

2016

Language:

english

File:

PDF, 1.00 MB

english, 2016

13

[Lecture Notes in Business Information Processing] Conformance Checking and Diagnosis in Process Mining Volume 270 ||

Munoz-Gama, Jorge

Year:

2016

Language:

english

File:

PDF, 7.10 MB

english, 2016

14

[Lecture Notes in Business Information Processing] Conformance Checking and Diagnosis in Process Mining Volume 270 || Handling Noise and Incompleteness

Munoz-Gama, Jorge

Year:

2016

Language:

english

File:

PDF, 391 KB

english, 2016

15

[IEEE 2016 35th International Conference of the Chilean Computer Science Society (SCCC) - Valparaíso, Chile (2016.10.10-2016.10.14)] 2016 35th International Conference of the Chilean Computer Science Society (SCCC) - Business process analysis in advertising: An extension to a methodology based on process mining projects

Osses, Anibal Silva, Quelves Da Silva, Luiz, Cobo, Bernardita Fernandez, Arias, Michael, Rojas, Eric, Munoz-Gama, Jorge, Fernadez, Marcos Sepulveda

Year:

2016

File:

PDF, 1.60 MB

2016

16

Discovering role interaction models in the Emergency Room using Process Mining

Alvarez, Camilo, Rojas, Eric, Arias, Michael, Munoz-Gama, Jorge, Sepúlveda, Marcos, Herskovic, Valeria, Capurro, Daniel

Journal:

Journal of Biomedical Informatics

Year:

2017

Language:

english

File:

PDF, 790 KB

english, 2017

17

Predicting Process Behavior Meets Factorization Machines

Lee, Wai Lam Jonathan, Parra, Denis, Munoz-Gama, Jorge, Sepúlveda, Marcos

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 10.27 MB

english, 2018

18

Human resource allocation or recommendation based on multi-factor criteria in on-demand and batch scenarios

Arias, Michael, Gama, Jorge Munoz, Sepúlveda, Marcos, Miranda, Juan Carlos

Journal:

European J of Industrial Engineering

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

19

Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining

Rojas, Eric, Sepúlveda, Marcos, Munoz-Gama, Jorge, Capurro, Daniel, Traver, Vicente, Fernandez-Llatas, Carlos

Journal:

Applied Sciences

Year:

2017

Language:

english

File:

PDF, 1.17 MB

english, 2017

20

Strategies to Automatically Derive a Process Model from a Configurable Process Model Based on Event Data

Arriagada-Benítez, Mauricio, Sepúlveda, Marcos, Munoz-Gama, Jorge, Buijs, Joos C. A. M.

Journal:

Applied Sciences

Year:

2017

Language:

english

File:

PDF, 957 KB

english, 2017

21

[IEEE 2018 37th International Conference of the Chilean Computer Science Society (SCCC) - Santiago, Chile (2018.11.5-2018.11.9)] 2018 37th International Conference of the Chilean Computer Science Society (SCCC) - Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction

Perez, Daniel, Ruiz-Tagle, Camilo, Munoz-Gama, Jorge, Arias, Michael, Alarcon, Luis Fernando, Sepulveda, Marcos

Year:

2018

Language:

english

File:

PDF, 33 KB

english, 2018

22

[IEEE 2019 IEEE Global Engineering Education Conference (EDUCON) - Dubai, United Arab Emirates (2019.4.8-2019.4.11)] 2019 IEEE Global Engineering Education Conference (EDUCON) - Influence of Student Diversity on Educational Trajectories in Engineering High-Failure Rate Courses that Lead to Late Dropout

Salazar-Fernandez, Juan Pablo, Sepulveda, Marcos, Munoz-Gama, Jorge

Year:

2019

Language:

english

File:

PDF, 41 KB

english, 2019

23

Individual Behavior Modeling with Sensors Using Process Mining

Dogan, Onur, Martinez-Millana, Antonio, Rojas, Eric, Sepúlveda, Marcos, Munoz-Gama, Jorge, Traver, Vicente, Fernandez-Llatas, Carlos

Journal:

Year:

2019

Language:

english

File:

PDF, 10.98 MB

english, 2019

24

Individual Behavior Modeling with Sensors Using Process Mining

Dogan, Onur, Martinez-Millana, Antonio, Rojas, Eric, Sepúlveda, Marcos, Munoz-Gama, Jorge, Traver, Vicente, Fernandez-Llatas, Carlos

Journal:

Year:

2019

File:

PDF, 10.98 MB

2019

25

Control-flow analysis of procedural skills competencies in medical training through process mining

de la Fuente, Rene, Fuentes, Ricardo, Munoz-Gama, Jorge, Riquelme, Arnoldo, Altermatt, Fernando R., Pedemonte, Juan, Corvetto, Marcia, Sepúlveda, Marcos

Journal:

Postgraduate Medical Journal

Year:

2019

File:

PDF, 1.77 MB

2019

26

[IEEE 2019 38th International Conference of the Chilean Computer Science Society (SCCC) - Concepcion, Chile (2019.11.4-2019.11.9)] 2019 38th International Conference of the Chilean Computer Science Society (SCCC) - The Case Ordering Problem in Surgical Procedural Training through Process Mining

Cornejo, Felipe, Fazio, Cristian, Munoz-Gama, Jorge, Sepulveda, Marcos, Fuentes, Ricardo, de la Fuente, Rene

Year:

2019

Language:

english

File:

PDF, 4.50 MB

english, 2019

27

Process-Oriented Instrument and Taxonomy for Teaching Surgical Procedures in Medical Training: The Ultrasound-Guided Insertion of Central Venous Catheter

Galvez, Victor, de la Fuente, Rene, Meneses, Cesar, Leiva, Luis, Fagalde, Gonzalo, Herskovic, Valeria, Fuentes, Ricardo, Munoz-Gama, Jorge, SepÃºlveda, Marcos

Journal:

International Journal of Environmental Research and Public Health

Year:

2020

File:

PDF, 714 KB

2020

28

Simulation-Based Mastery Learning of Bronchoscopy-Guided Percutaneous Dilatational Tracheostomy

Kattan, Eduardo, De la Fuente, Rene, Putz, Francisca, Vera, Magdalena, Corvetto, Marcia, Inzunza, Oscar, Achurra, Pablo, Inzunza, Martin, Munoz-Gama, Jorge, Sepulveda, Marcos, Galvez, Victor, Pavez, N

Journal:

Simulation in Healthcare The Journal of the Society for Simulation in Healthcare

Year:

2020

File:

PDF, 278 KB

2020

29

What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper

Gatta, Roberto, Vallati, Mauro, Fernandez-Llatas, Carlos, Martinez-Millana, Antonio, Orini, Stefania, Sacchi, Lucia, Lenkowicz, Jacopo, Marcos, Mar, Munoz-Gama, Jorge, Cuendet, Michel A., de Bari, Ber

Journal:

International Journal of Environmental Research and Public Health

Year:

2020

File:

PDF, 622 KB

2020

30

Recommendations for enhancing the usability and understandability of process mining in healthcare

Martin, Niels, De Weerdt, Jochen, FernÃ¡ndez-Llatas, Carlos, Gal, Avigdor, Gatta, Roberto, IbÃ¡Ã±ez, Gema, Johnson, Owen, Mannhardt, Felix, Marco-Ruiz, Luis, Mertens, Steven, Munoz-Gama, Jorge, Seoane

Journal:

Artificial Intelligence in Medicine

Year:

2020

File:

PDF, 2.03 MB

2020

31

Innovative informatics methods for process mining in health care

Munoz-Gama, Jorge, Martin, Niels, Fernandez-Llatas, Carlos, Johnson, Owen, SepÃºlveda, Marcos

Journal:

Journal of Biomedical Informatics

Year:

2020

File:

PDF, 291 KB

2020

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