Esteban Guerrero

Computing science researcher

I am a computing scientist living in northern Sweden. I am from Colombia. My work is framed on Artificial Intelligence (AI) area.

Main formal topics: software agents (practical reasoning), multi-agents systems (MAS), Non-monotonic reasoning (formal argumentation theory, answer-set programming) and knowledge representation (logic programming, ontologies, knowledge graphs)).

Main technical topics: MAS engineering, Ontology engineering, Machine Learning (AdaBoost, random decision forests/trees, reinforcement learning), Data science (multi-sensor acquisition and filtering)

Position: Researcher (forskare) at the  Department of Computing Science , Umeå University (Sweden).

Umeå University page: https://www.umu.se/personal/esteban-guerrero/

Contact emails:

email contact

Leaving Umeå University!

Updated: 11-June-2021

I am leaving the department of computing science at Umeå university in July 31 2021.

This page will be no more updated, instead my profile moved temporally here:
https://www.esteban-g.info/

Interests

  • Knowledge representation
  • Non-monotonic reasoning
  • Multi-agents systems
  • Intelligent coaching systems

News

Updated: 11-March-2021
New papers:

Master/Bachelor thesis proposals

New!

Artificial intelligence oriented

Title: PROTEA: Automation of preferential flow analysis in the field using hybrid artificial intelligence methods
Co-supervised by Dr. Aida Bargués Tobella at the and Dr. Esteban Guerrero at the , Umeå, Sweden). See details here: Master thesis proposal

Active projects

FULL LIST OF PROJECTS

Publications

Journal papers

Conferences

 

workshops and extended abstracts

 

books and theses

 

Full lists of papers

PC Member (reviewer) of

  • EICS 2021 Engineering Interactive Computing Systems
  • AAAI 2021 AAAI Conference on Artificial Intelligence
  • AAMAS 2021 20th International Conference on Autonomous Agents and Multiagent Systems
  • CHI 2021 Conference on Human Factors in Computing Systems
  • ECAI 2020 European Conference on Artificial Intelligence
  • AAAI 2020 AAAI Conference on Artificial Intelligence
  • Knowledge and Information Systems Journal
  • Mathematical Reviews
  • The Journal of the European Association for Research on Learning and Instruction (EARLI)
  • International Conference on Fuzzy Systems and Data Mining(FSDM)
  • SMART ACCESSIBILITY conference 2018
  • Joint Workshop on Artificial Intelligence in Health. AIH2018 (sub-reviewer)
  • International Conference on Electronics, Communications and Computers (sub-reviewer)
  • Artificial Intelligence in Medicine (AIME) conference (sub-reviewer)
  • Mexican International Conference on Artificial Intelligence (sub-reviewer)
  • International Conference on Electronics, Communications and Computers -CONIELECOMP (sub-reviewer)

 

Education

August 2016

Ph.D. in Computing Science, Umeå University. Sweden. 2012-2016.

Title: Representing and reasoning about complex human activities. Advisor: Helena Lindgren, Juan Carlos Nieves.

September 2014

Ph. Licentiate in Computing Science, Umeå University. Sweden 2014.

Title: Supporting human activity performance using argumentation-based technology. Advisor: Helena Lindgren, Juan Carlos Nieves.

June 2011

M.Sc. Master’s degree in Computer Science, Malmö University. Sweden.

Master thesis: Improved Selection Support of Transport Services in   Intermodal Transportation. Relevant topics: Reputation and QoS parameters in transportation. Advisor: Jan Persson.

August 2011

M.Sc. Master’s studies in Telematics Engineering, University of Cauca. Colombia.

Master thesis: Web service recovery based on discovery process personalization. Paper: “Web service retrieval based on non-functional properties” Tecnura Journal. Vol 16 (33): 100-116. 2012. Advisor: Juan Carlos Corrales.

June 2005

B.Eng. Bachelor degree in Electronic and Telecommunications Engineering, University of Cauca. Colombia.

Thesis: TCP packaging compression for mobile networks. Topics: telecommunications, TCP protocol, compression, mobile networks. Advisor: Javier Hurtado.

December 2016

Data Science, Johns Hopkins University.

Coursera specialization. Courses:  Data Scientist’s Toolbox, R Programming. Certification 1, certification 2.

May 2019

Learning in Higher Education, Centre for Educational DevelopmentUmeå University.

Sept 2019

Inclusive Teaching: Supporting All Students in the College Classroom. Columbia University certification 2

Dec 2019 (Paused)

Leaders of Learning. Harvard University.

Oct 2020 (ongoing)

Basic course in higher education pedagogy. Umeå University

Member of following organizations/groups

Academic organizations

 

Research groups

Currently I am part of the Interactive and Intelligent Systems at Umeå University - Sweden. I was member of Telematics Engineering research Group GIT at University of Cauca - Colombia and UNVirtual group at National University of Colombia.

Contact

Address
Plan 4, MIT-huset, C424 Umeå universitet, 901 87 Umeå
Umeå University page:
https://www.umu.se/personal/esteban-guerrero