Marcos Sepúlveda

Orcid: 0000-0002-9467-7666

Affiliations:
  • Pontificia Universidad Católica de Chile


According to our database1, Marcos Sepúlveda authored at least 51 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
A Data-Driven Approach to Discovering Process Choreography.
Algorithms, May, 2024

A Systematic Literature Review of the Analysis of Costs and Other Dimensions in Process Mining and Related Disciplines.
IEEE Access, 2024

2023
ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling.
Artif. Intell. Medicine, January, 2023

Defining Healthcare KPIs Using Process Mining and Patient Journey Maps.
Proceedings of the XLIX Latin American Computer Conference, 2023

Analyzing the Devil's Quadrangle of Process Instances Through Process Mining.
Proceedings of the Business Process Management Workshops, 2023

A Tool for Visualizing Costs of Process Variants through Directed Rooted Trees.
Proceedings of the Best Dissertation Award, 2023

2022
Process mining for healthcare: Characteristics and challenges.
J. Biomed. Informatics, 2022

2021
Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language.
Softw. Syst. Model., 2021

Orientation and conformance: A HMM-based approach to online conformance checking.
Inf. Syst., 2021

2020
Team Collaboration Networks and Multidisciplinarity in Diabetes Care: Implications for Patient Outcomes.
IEEE J. Biomed. Health Informatics, 2020

Innovative informatics methods for process mining in health care.
J. Biomed. Informatics, 2020

Analysis of the relationship between treatment networks and the evolution of patients with Type 2 Diabetes Mellitus.
J. Biomed. Informatics, 2020

2019
The Case Ordering Problem in Surgical Procedural Training through Process Mining.
Proceedings of the 38th International Conference of the Chilean Computer Science Society, 2019

Describing educational trajectories of engineering students in individual high-failure rate courses that lead to late dropout.
Proceedings of the 2nd Latin American Conference on Learning Analytics, 2019

Influence of Student Diversity on Educational Trajectories in Engineering High-Failure Rate Courses that Lead to Late Dropout.
Proceedings of the IEEE Global Engineering Education Conference, 2019

POMElog: Generating Event Logs from Unplugged Processes.
Proceedings of the Dissertation Award, 2019

Understanding Undesired Procedural Behavior in Surgical Training: The Instructor Perspective.
Proceedings of the Business Process Management Workshops, 2019

2018
Discovering role interaction models in the Emergency Room using Process Mining.
J. Biomed. Informatics, 2018

Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining.
Inf. Sci., 2018

Predicting process behavior meets factorization machines.
Expert Syst. Appl., 2018

Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction.
Proceedings of the 37th International Conference of the Chilean Computer Science Society, 2018

OpyenXES: A Complete Python Library for the eXtensible Event Stream Standard.
Proceedings of the Dissertation Award, 2018

Analysis of Emergency Room Episodes Duration Through Process Mining.
Proceedings of the Business Process Management Workshops, 2018

Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case.
Proceedings of the Business Process Management Workshops, 2018

Improving Merging Conditions for Recomposing Conformance Checking.
Proceedings of the Business Process Management Workshops, 2018

Analyzing Medical Emergency Processes with Process Mining: The Stroke Case.
Proceedings of the Business Process Management Workshops, 2018

2017
Methodological proposal for process mining projects.
Int. J. Bus. Process. Integr. Manag., 2017

Analysis of Multidisciplinary Collaboration in Primary Healthcare: The Chilean Case.
Proceedings of the Collaboration and Technology - 23rd International Conference, 2017

PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Replay using Recomposition: Alignment-Based Conformance Checking in the Large.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Towards a Taxonomy of Human Resource Allocation Criteria.
Proceedings of the Business Process Management Workshops, 2017

2016
Process mining in healthcare: A literature review.
J. Biomed. Informatics, 2016

Business process analysis in advertising: An extension to a methodology based on process mining projects.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

ResRec: A Multi-criteria Tool for Resource Recommendation.
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

A Multi-criteria Approach for Team Recommendation.
Proceedings of the Business Process Management Workshops, 2016

2015
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., 2015

A Framework for Recommending Resource Allocation Based on Process Mining.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

Clinical Processes and Its Data, What Can We Do with Them?.
Proceedings of the HEALTHINF 2015, 2015

2014
A Mobile Cloud Shared Workspace to Support Lessons-Learned in Construction Companies.
Proceedings of the 33rd International Conference of the Chilean Computer Science Society, 2014

Experimenting with an OLAP Approach for Interactive Discovery in Process Mining.
Proceedings of the Business Process Management Workshops, 2014

2013
Preparing Undergraduate Computer Science Students to Face Intercultural and Multidisciplinary Scenarios.
IEEE Trans. Prof. Commun., 2013

Descoberta automática de falhas em processos de negócios usando técnicas de Process Mining.
Proceedings of the 9th Brazilian Symposium on Information Systems, 2013

Process Remaining Time Prediction Using Query Catalogs.
Proceedings of the Business Process Management Workshops, 2013

2011
Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time.
Proceedings of the Business Process Management Workshops, 2011


2010
A Monitoring and Evaluation Scheme for an ICT-Supported Education Program in Schools.
J. Educ. Technol. Soc., 2010

Temporal Specification of Business Processes through Project Planning Tools.
Proceedings of the Business Process Management Workshops, 2010

2005
Street Address Correction Based on Spelling Techniques.
Proceedings of the Database: Enterprise, 2005

1998
An architecture for solving sequencing and resource allocation problems using approximation methods.
J. Oper. Res. Soc., 1998

Using global search heuristics for the capacity vehicle routing problem.
Comput. Oper. Res., 1998

1995
Parallel Local Search on a Computer Network.
Proceedings of the Seventh IASTED/ISMM International Conference on Parallel and Distributed Computing and Systems, 1995


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