Marco-Ruiz L., Hernandez M., Ngo P., Makhlysheva A., Svenning T., Dyb K., Chomutare T., Llatas C., Munoz J., Tayefi M. (2024)

A multinational study on artificial intelligence adoption: Clinical implementers' perspectives

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 184

(2024)

Clearn: A Cost-conscious Student-led Online Judge for a Large Programming Course

SIGCSE 2024: Proceedings of the 55th ACM Technical Symposium on Computer Science Education 1 498-504

Jahr A., Meza J., Munoz J., Herskovic L., Herskovic V. (2024)

Cluster and trajectory analysis of motivation in an emergency remote programming course

PeerJ Computer Science 10

Hidalgo L., Munoz J. (2023)

A Domain-Driven Framework to Analyze Learning Dynamics in MOOCs through Event Abstraction

Applied Sciences-Basel 13 5

Galvez-Yanjari V., de la Fuente R., Munoz J., Sepulveda M. (2023)

The Sequence of Steps: A Key Concept Missing in Surgical Training-A Systematic Review and Recommendations to Include It

International Journal of Environmental Research and Public Health 20 2

Velasquez N., Anani A., Munoz J., Pascual R. (2023)

Towards the Application of Process Mining in the Mining Industry-An LHD Maintenance Process Optimization Case Study

Sustainability 15 10

González-López F., Bustos G., Muñoz-Gama J., Sepúlveda M. (2022)

Domain Model Based Design of Business Process Architectures

Applied Sciences-Basel 12 5 1-25

Muñoz-Gama J., Niels M., Fernández C., Johnson O., Sepúlveda M., Helm E., Gálvez V., Rojas E., Martínez A., Aloini D., Amantea I., Andrews R., Arias M., Beerepoot I., Benevento E., Burattin A., Capurro D., Carmona J., Zerbato F. (2022)

Process Mining for Healthcare: Characteristics and Challenges.

Journal of Biomedical Informatics 127 103994 1-15

Martínez J.J., Galvez V., de la Fuente R., Kychenthal C., Kattan E., Bravo S., Muñoz-Gama J., Sepúlveda M. (2022)

Process-oriented metrics to provide feedback and assess the performance of students who are learning surgical procedures: The percutaneous dilatational tracheostomy case

Medical Teacher

Gonzalez-Lopez F., Martin N., de la Fuente R., Galvez-Yanjari V., Guzmán J., Kattan E., Sepúlveda M., Muñoz J. (2022)

ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling.

Artificial Intelligence in Medicine 135 102426

Ultrasound-Guided Central Venous Catheter placement. Journeymen approach using Process Mining. Gisselle Poblete Ramos, Victor Galvez-Yanjari, René de la Fuente Sanhueza, Jorge Munoz-Gama, Susan Retamal Brendel, Francisco Espinoza Aguayo, Ricardo Fuentes Henriquez, Marcos Sepúlveda Fernández: 48º Congreso Chileno de Anestesiología (2022) (2022)

Ultrasound-Guided Central Venous Catheter placement. Journeymen approach using Process Mining.

Conferencia Chilena de Anestesia 2022

Niels Martin, Nils Wittig, Jorge Munoz-Gama:Using Process Mining in Healthcare. Process Mining Handbook 2022: 416-444 https://doi.org/10.1007/978-3-031-08848-3_14 (2022)

Using Process Mining in Healthcare

Springer 416-444

Bellino A., Herskovic H., Hund M., Muñoz-Gama J. (2021)

A Real-world Approach to Motivate Students on the First Class of a Computer Science Course

ACM Transactions on Computing Education 21 3

Salazar J.P., Muñoz- Gama J., Maldonado J., Bustamante D., Sepúlveda M. (2021)

Backpack Process Model (BPPM): A Process Mining Approach for Curricular Analytics

Applied Sciences-Basel 11(9) 4265

(2021)

CAI Asynchronous Methodology for Emergency Remote Teaching: An Experience in Introduction to Programming

Proceedings of: 2021 40th International Conference of the Chilean Computer Science Society (SCCC)

Gonzalez-Lopez F., Pufahl L., Muñoz-Gama J., Herskovic V., Sepúlveda M. (2021)

Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language

Software & Systems Modeling

Salazar -Fernández J.P., Sepúlveda M., Muñoz-Gama J., Nussbaum M. (2021)

Curricular Analytics to Characterize Educational Trajectories in High-Failure Rate Courses That Lead to Late Dropout

Applied Sciences-Basel 11(4) 1436

J. Munoz-Gama, V. Galvez, R. de la Fuente, M. Sepúlveda, R. Fuentes. “Interactive Process Mining for Medical Training”. In Interactive Process Mining in Healthcare, C. Fernandez-Llatas (editor). Springer, Cham, Switzerland, pp. 233-242, 2021. (2021)

Interactive Process Mining for Medical Training

Capítulo de libro Interactive Process Mining in Healthcare 233-242

C. Fernandez-Llatas, J. Benedi, J. Munoz-Gama, M. Sepúlveda, E. Rojas, S. Vera, V. Traver. “Interactive Process Mining in Surgery with Real Time Location Systems: Interactive Trace Correction”. In Interactive Process Mining in Healthcare, C. Fernandez-Llatas (editor). Springer, Cham, Switzerland, pp. 181-202, 2021. (2021)

Interactive Process Mining in Surgery with Real Time Location Systems: Interactive Trace Correction

Capítulo de libro Interactive Process Mining in Healthcare 181-202

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 (2021)

On the Systematic Analysis of Process Landscape Method Implementation Using Grounded Theory.

Lecture Notes in Business Information Processing 436 273-285

C. Fernandez-Llatas, J. Munoz-Gama, N. Martin, O. Johnson, M. Sepúlveda, E. Helm. “Process Mining in Healthcare”. In Interactive Process Mining in Healthcare, C. Fernandez-Llatas (editor). Springer, Cham, Switzerland, pp. 41-52, 2021. (2021)

Process Mining in Healthcare

Capítulo de libro Interactive Process Mining in Healthcare 41-52

de la Fuente R., Fuentes R., Munoz-Gama J., Riquelme A., Altermatt F.R., Pedemonte J, . Corvetto M., Sepúlveda M. (2020)

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

Postgraduate Medical Journal 96 250-256

de la Fuente R., Fuentes R., Munoz-Gama J., Danino J., Sepúlveda M. (2020)

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

International Journal of Environmental Research and Public Health 17 11 3889

de la Fuente R., Kattan E., Munoz-Gama J., Puente I., Navarrete M., Kychenthal C., Fuentes R., Bravo S., Galvez V., Sepúlveda M. (2020)

Development of a comprehensive Percutaneous Dilatational Tracheostomy process model for procedural training: a Delphi?based experts consensus

Acta Anaesthesiologica Scandinavica

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 (2020)

FAIS: A System for Effectively Learning Students Names and Faces in Massive Courses

International Conference of the Chilean Computer Science Society 2020 Nov 1-5

Arias M., Rojas E., Aguirre S., Cornejo F., Munoz-Gama J., Sepúlveda M., Capurro D. (2020)

Mapping the Patient’s Journey in Healthcare through Process Mining

International Journal of Environmental Research and Public Health 17 18 6586

Wai Lam J., Burattin A., Muñoz J., Sepúlveda M. (2020)

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

Information Systems

Juan Salas-Morales, Jorge Munoz-Gama:OSTIA: A Low Cost Alternative for Short Summative Assessments in Massive Programming Courses. SCCC 2020: 1-6 (2020)

OSTIA: A Low Cost Alternative for Short Summative Assessments in Massive Programming Courses

International Conference of the Chilean Computer Science Society 2020 Nov 1-6

Galvez V., de la Fuente R., Meneses C., Leiva L., Fagalde G., Herskovic V., Fuentes R., Munoz-Gama J., Sepúlveda M. (2020)

Process-Oriented Instrument and Taxonomy for Teaching Surgical Procedures in Medical Training.

International Journal of Environmental Research and Public Health 17 11 3849

Martin N., de Weerdt J., Fernández-Llatas C., Gal A., Gatta R., Ibáñez G., Johnson O., Mannhardt F., Marco-Ruiz L., Munoz-Gama J., Seoane F., Vanthienen J., Wynn M.T., Boileve D.B., Bergs J., Joosten-Melis M., Schretlen S., Van Acker B. (2020)

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

Artificial Intelligence in Medicine 109

Kattan E., de la Fuente R., Putz F., Vera M., Marcia C., Oscar I., Pablo A., Munoz-Gama J., Sepúlveda J., Gálvez V., Pavez N., Retamal J., Bravo S. (2020)

Simulation-Based Mastery Learning of Bronchoscopy-Guided Percutaneous Dilatational Tracheostomy: Competency Acquisition and Skills Transfer to a Cadaveric Model

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

Gatta R., Vallati M., Fernandez-Llatas C., Martinez-Millana A., Orini S., Sacchi L., Lenkowicz J., Marcos M., Munoz-Gama J., Cuendet M.A., de Bari B., Marco-Ruiz L., Stefanini A., Valero-Ramon Z., Michielin O., Lapinskas T., Mntivla A., Martin N., Tavazzi (2020)

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

International Journal of Environmental Research and Public Health 17 18 6616

E. Rojas, A. Cifuentes, A. Burattin, J. Munoz-Gama, M. Sepúlveda, D. Capurro. Analysis of Emergency Room Episodes Duration Through Process Mining. Lecture Notes in Business Information Processing, vol. 342, n. 1, pp. 251–263, 2019. https://doi.org/10.1007/978-3-030-11641-5_20. (2019)

Analysis of Emergency Room Episodes Duration Through Process Mining

Lecture Notes in Business Information Processing 342 1 251–263

C. Fernandez-Llatas, G. Ibanez-Sanchez, A. Celda, J. Mandingorra, L. Aparici-Tortajada, A. Martinez-Millana, J. Munoz-Gama, M. Sepúlveda, E. Rojas, V. Gálvez, D. Capurro, V. Traver. Analyzing Medical Emergency Processes with Process Mining: The Stroke Case. Lecture Notes in Business Information Processing, vol. 342, n. 1, pp. 214–225, 2019. https://doi.org/10.1007/978-3-030-11641-5_17. (2019)

Analyzing Medical Emergency Processes with Process Mining: The Stroke Case

Lecture Notes in Business Information Processing 342 1 214–225

W.L.J. Lee, J. Munoz-Gama, H.M.W. Verbeek, W.M.P. van der Aalst, M. Sepúlveda. Improving Merging Conditions for Recomposing Conformance Checking. Lecture Notes in Business Information Processing, vol. 342, n. 1, pp. 31–43, 2019. https://doi.org/10.1007/978-3-030-11641-5_3. (2019)

Improving Merging Conditions for Recomposing Conformance Checking

Lecture Notes in Business Information Processing 342 1 31–43

Dogan O., Martinez-Millana A., Rojas E., Sepulveda M., Munoz-Gama J., Traver V., Fernandez-Llatas C. (2019)

Individual Behavior Modeling with Sensors Using Process Mining

Electronics 8(7) 766 1-17

Rojas E., Cifuentes A., Burattin A., Munoz-Gama J., Sepulveda M., Capurro D (2019)

Performance Analysis of Emergency Room Episodes Through Process Mining

International Journal of Environmental Research and Public Health 16 7 1274

Lira R., Salas-Morales J., Leiva L., de la Fuente R., Fuentes R., Delfino A., Hurtado Nazal C., Sepúlveda M., Arias M., Herskovic V., Munoz-Gama J. (2019)

Process-Oriented Feedback through Process Mining for Surgical Procedures in Medical Training: The Ultrasound-Guided Central Venous Catheter Placement Case

International Journal of Environmental Research and Public Health 1877 16(11) 1-21

R. Lira, J. Salas-Morales, R. de la Fuente, R. Fuentes, M. Sepúlveda, M. Arias, V. Herskovic, J. Munoz-Gama. Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training. Lecture Notes in Business Information Processing, vol. 342, n. 1, pp. 163–174, 2019. https://doi.org/10.1007/978-3-030-11641-5_13. (2019)

Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case

Lecture Notes in Business Information Processing 342 1 163–174

Ibanez-Sanchez G., Fernandez-Llatas C., Martinez-Millana A., Celda A., Mandingorra J., Aparici-Tortajada L, Valero-Ramon Z., Munoz-Gama J., Sepúlveda M., Rojas E., Gálvez V., Capurro D., Traver V. (2019)

Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case

International Journal of Environmental Research and Public Health 1783 16( 1-22

V. Galvez, C. Meneses, G. Fagalde, J. Munoz-Gama, M. Sepúlveda, R. Fuentes, R. de la Fuente. Understanding Undesired Procedural Behavior in Surgical Training: The Instructor Perspective. Lecture Notes in Business Information Processing, vol. 362, n. 1, pp. 471–482, 2019. https://doi.org/10.1007/978-3-030-37453-2_38. (2019)

Understanding Undesired Procedural Behavior in Surgical Training: The Instructor Perspective

Lecture Notes in Business Information Processing 362 1 471–482

Estañol M., Muñoz-Gama J., Carmona J. and Teniente E. (2018)

Conformance checking in UML artifact-centric business process models

Software & Systems Modeling

Daniel Perez, Camilo Ruiz-Tagle, Jorge Munoz-Gama, Michael Arias, Luis Fernando Alarcon, Marcos Sepulveda. Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction, 37th International Conference of the Chilean Computer Science Society. (2018)

Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction

37th International Conference of the Chilean Computer Science Society

Álvarez C., Rojas E., Arias M., Muñoz-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 60-77

Arias M., Saavedra R., Marques M.R., Muñoz-Gama J. and Sepúlveda M. (2018)

Human resource allocation in business process management and process mining: A systematic mapping study

Management Decision 56 2 376-405

Arias M., Muñoz-Gama J., Sepúlveda M. and Miranda J.C. (2018)

Human Resource Allocation or Recommendation Based in Multi-factor Criterion in On-demand and Batch Scenarios

European Journal of Industrial Engineering 12 3 364-404

Maldonado-Mahauad J., Pérez-Sanagustín M., Kizilcec R.F., Morales N. and Muñoz-Gama J. (2018)

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

Computers in Human Behavior 80 179-196

Wai Lam J.L., Parra D., Muñoz-Gama J. and Sepúlveda M. (2018)

Predicting process behavior meets factorization machines

Expert Systems with Applications 112 87-98

Wai Lam J.L., Verbeek H.M.W., Muñoz-Gama J., van der Aalst W.M.P. and Sepúlveda M. (2018)

Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining

Information Sciences 466 55-91

M. Arias, J. Munoz-Gama, M. Sepúlveda. Towards a Taxonomy of Human Resource Allocation Criteria. Lecture Notes in Business Information Processing, vol. 308. n. 1, pp. 475-483, 2018. https://doi.org/10.1007/978-3-319-74030-0_37. (2018)

Towards a Taxonomy of Human Resource Allocation Criteria

Lecture Notes in Business Information Processing 308 1 475-483

M. Arias, J. Munoz-Gama, M. Sepúlveda. A Multi-criteria Approach for Team Recommendation. Lecture Notes in Business Information Processing, LNBIP, vol. 281, n. 1, pp. 384-396, 2017. (2017)

A Multi-criteria Approach for Team Recommendation

Lecture Notes in Business Information Processing 281 1 384-396

Verbeek H.M.W., van der Aalst W.M.P., Muñoz-Gama J. (2017)

Divide and Conquer: A Tool Framework for Supporting Decomposed Discovery in Process Mining

Computer Journal 60 11 1649-1674

(2017)

PALIA-ER: Bringing Question Driven Process Mining Closer to the Emergency Room

BPM Demos

Rojas E., Sepúlveda M., Muñoz-Gama J., Capurro D., Traver V. and Fernandez-Llatas C. (2017)

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

Applied Sciences-Basel 7 3 29pp

W.L.J. Lee, H.M.W. Verbeek, J. Munoz-Gama, W.M.P. van der Aalst, M. Sepúlveda. “Replay using recomposition: alignment-based conformance checking in the large”. BPM Demo Track, 15th International Conference on Business Process Management (BPM 2017). CEUR Workshop Proceedings, 1920, 157, 2017. http://ceur-ws.org/Vol-1920/BPM_2017_paper_157.pdf. (2017)

Replay using recomposition: alignment-based conformance checking in the large

BPM Demo Track, 15th International Conference on Business Process Management (BPM 2017)

Arriagada-Benítez M., Sepúlveda M., Muñoz-Gama J. and Buijs J.C.A.M. (2017)

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

Applied Sciences-Basel 7 10 28 pp

Andrés Neyem, Juan Diaz-Mosquera, Jorge Munoz-Gama, Jaime Navon: Understanding Student Interactions in Capstone Courses to Improve Learning Experiences. SIGCSE 2017: 423-428 (2017)

Understanding Student Interactions in Capstone Courses to Improve Learning Experiences

SIGCSE 2017 423-428

Jorge Munoz-Gama:Conformance CheckingDiagnosis in Process Mining - Comparing Observed and Modeled Processes. Springer 2016, ISBN 978-3-319-49450-0, pp. 1-195 (2016)

(LIBRO - Springer - 1 Autor ) Conformance Checking and Diagnosis in Process Mining - Comparing Observed and Modeled Processes

Springer 195

M. Arias, E. Rojas, J. Munoz-Gama, M. Sepúlveda. A Framework for Recommending Resource Allocation based on Process Mining. Lecture Notes in Business Information Processing, LNBIP, vol. 256, n. 1, pp. 458-470, 2016. https://doi.org/10.1007/978-3-319-42887-1_37. (2016)

A Framework for Recommending Resource Allocation based on Process Mining

Lecture Notes in Business Information Processing 256 1 458-470

M. Arias, J. Munoz-Gama, M. Sepúlveda. “A Multi-criteria Approach for Team Recommendation”. 1st Workshop on Resource Management in Business Processes (REMA 2016) in the 14th International Business Process Management Conference (BPM 2016). September 2016, Rio de Janeiro, Brazil. (2016)

A Multi-criteria Approach for Team Recommendation

1st Workshop on Resource Management in Business Processes (REMA 2016) in the 14th International Busi

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 (2016)

Business process analysis in advertising: An extension to a methodology based on process mining projects

International Conference of the Chilean Computer Science Society 1-12

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 (2016)

Exploring differences in how learners navigate in MOOCs based on self-regulated learning and learning styles: A process mining approach

Latin American Computing Conference 1-12

Rojas E., Muñoz-Gama J., Sepúlveda M. and Capurro D. (2016)

Process mining in healthcare: A literature review

Journal of Biomedical Informatics 61 224–236

Michael Arias, Eric Rojas, Jonathan Lee, Jorge Munoz-Gama, Marcos Sepúlveda:ResRec: A Multi-criteria Tool for Resource Recommendation. BPM 2016: 17-22 (2016)

ResRec: A Multi-criteria Tool for Resource Recommendation

Business Process Management

M. Arias, E. Rojas, J. Munoz-Gama, M. Sepúlveda. “A Framework for Recommending Resource Allocation based on Process Mining”. 3th International Workshop on Decision Mining and Modeling for Business Processes (DeMiMoP 2015) in the 13th International Business Process Management Conference (BPM 2015). September 2015, Innsbruck, Austria. (2015)

A Framework for Recommending Resource Allocation based on Process Mining

3th International Workshop on Decision Mining and Modeling for Business Processes (DeMiMoP 2015)

Michael Arias, Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda:A Framework for Recommending Resource Allocation Based on Process Mining. Business Process Management 2015: 458-470 (2015)

A Framework for Recommending Resource Allocation based on Process Mining

Business Process Management 2015 256 458-470

(2015)

Measuring precision of modeled behavior

Inf. Syst. E-Business Management 13 1 37--67

(2015)

Recommending Resource Allocation to activities in business process combining organizational and temporal process mining perspectives

Business Process Management 2015

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 (2014)

Decomposing Alignment-Based Conformance Checking of Data-Aware Process Models

OTM Conferences 3--20

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 (2014)

Event-Based Real-Time Decomposed Conformance Analysis

OTM Conferences 345--363

Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:Single-Entry Single-Exit decomposed conformance checking. Inf. Syst. 46: 102-122 (2014) (2014)

Single-Entry Single-Exit decomposed conformance checking

Information Systems 46 102--122

Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst:Conformance Checking in the Large: Partitioning and Topology. BPM 2013: 130-145 (2013)

Conformance Checking in the Large: Partitioning and Topology

Business Process Management 130--145

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 (2013)

Hierarchical Conformance Checking of Process Models Based on Event Logs

Petri Nets 291--310

A General Framework for Precision CheckingJorge Munoz-GamaJosep CarmonaInternational Journal of Innovative Computing, Information and Control (IJICIC), Vol.8 No.7 (B), July 2012 (2012)

A General Framework for Precision Checking

International Journal of Innovative Computing, Information and Control 8 7(B)

Jorge Munoz-Gama, Isao Echizen:Insuring Sensitive Processes through Process Mining. UIC/ATC 2012: 447-454 (2012)

Insuring Sensitive Processes through Process Mining

UIC/ATC 447--454