Ceballos-Cancino, Héctor Gibrán

Overview

Hector G. Ceballos is Director of the Living Lab & Data Hub of the Institute for the Future of Education (IFE) at Tecnologico de Monterrey. Previously he was head of the Scientometrics office at the Research Vice-Rectory of Tecnologico de Monterrey for 18 years. Hector has a Masters and a PhD on Intelligent Systems by Tecnologico de Monterrey (2010). He is full-time faculty of the Computer Science Graduate Program (DCC) and he is ascribed to the Research Group with Strategic Focus in Intelligent Systems. Hector is member of the Mexican National System of Researcher (SNI) and adherent member of the Mexican Academy on Computing (AMEXCOMP). His main research interests include Social Network Analysis, Machine Learning, Process Mining and Agent theory, applied to Research Analytics and Educational Data Mining. He is author of more than 30 papers in journals and conferences, and has worked as expert consulting for bank and IT companies, and promoted the adoption of Semantic Web technologies in academy, government and industry.

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selected publications

academic article
academic article in scopus
- Comparing the efficiency of countries to assimilate and apply research investment. Quality and Quantity. 55:1347-1369. 2021
- A systematic review of recommendations of long-term strategies for researchers using data science techniques. Computers. 10. 2021
- Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models. Cognitive Computation. 2021
- F1-ecac: Enhanced evolutionary clustering using an ensemble of supervised classifiers. IEEE Access. 9:134192-134207. 2021
- Identifying Researchers¿ Publication Strategies by Clustering Publication and Impact Data. Publishing Research Quarterly. 37:347-363. 2021
- A data analytics approach to contrast the performance of teaching (only) vs. research professors. International Journal on Interactive Design and Manufacturing. 14:1577-1592. 2020
- Using Process Maps to Analyze Researchers' productivity behavior 2020
- Estimating occupancy levels in enclosed spaces using environmental variables: A fitness gym and living room as evaluation scenarios. Sensors. 20:1-21. 2020
- Analysing Factors That Influence Alumni Graduate Studies Attainment with Decision Trees 2020
- Analysis of hydrocarbon fuels imports under a new Mexican regime 2020
- The World University Rankings Model Validation and a Top 50 Universities Predictive Model 2020
- Twitter Data Analysis on the Topic: Tec de Monterrey 2020
- A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems. IEEE Access. 8:128068-128095. 2020
- Intelligent navigation of linked data with a graphical interface based on semantic similarity 2019
- Evaluating the Efficiencies of Academic Research Groups: A Problem of Shared Outputs. Asia-Pacific Journal of Operational Research. 35. 2018
- Research collaboration recommendation for universities based on data science 2018
- Factors influencing the formation of intra-institutional formal research groups: group prediction from collaboration, organisational, and topical networks. Scientometrics. 114:181-216. 2018
- Impelling research productivity and impact through collaboration: A scientometric case study of knowledge management. Knowledge Management Research and Practice. 15:346-355. 2017
- Refining semantically annotated business process diagrams. CEUR Workshop Proceedings. 1807:11-21. 2016
- Towards probabilistic decision making on human activities modeled with business process diagrams. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 3:1651-1652. 2015
- Integrating semi-structured information using semantic technologies: An evaluation of tools and a case study on university rankings data 2014
- Recommending intra-institutional scientific collaboration through coauthorship network visualization 2013
- Mapping relational databases through ontology matching: A case study on information migration. CEUR Workshop Proceedings. 814:244-245. 2011
- A multiagent knowledge and information network approach for managing research assets. Expert Systems with Applications. 37:5272-5284. 2010
book in scopus
- Institutional repositories 2017
chapter
chapter in scopus
- Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach. Lecture Notes in Computer Science. 422-435. 2021
- A probabilistic BPMN normal form to model and advise human activities. Lecture Notes in Computer Science. 51-69. 2015
- An alignment comparator for entity resolution with multi-valued attributes. Lecture Notes in Computer Science. 272-284. 2014
- Using activity theory and causal diagrams for designing multiagent systems that assist human activities. Lecture Notes in Computer Science. 185-198. 2013
report
- Exploración y configuración de la plataforma semántica VIVO con información del Tecnológico de Monterrey 2013