Hector G. Ceballos

Orcid: 0000-0002-2460-3442

According to our database1, Hector G. Ceballos authored at least 41 papers between 2004 and 2024.

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

Timeline

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Bibliography

2024
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models.
Cogn. Comput., July, 2024

Identification of Complex Thinking Related Competencies: The Building Blocks of Reasoning for Complexity.
J. Learn. Anal., 2024

Applications of Learning Analytics in Latin America.
J. Learn. Anal., 2024

Perspectives and Opportunities for Learning Analytics Integration: A Qualitative Study in Mexican Universities.
J. Learn. Anal., 2024

Overview of HOPE at IberLEF 2024: Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclusion and as Expectations.
Proces. del Leng. Natural, 2024

A Real-Life Evaluation of Supervised and Semi-Supervised Machine Learning Approaches for Indirect Estimation of Indoor Occupancy.
IEEE Access, 2024

NLP Progress in Indigenous Latin American Languages.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Methodology to Monitor and Estimate Occupancy in Enclosed Spaces Based on Indirect Methods and Artificial Intelligence: A University Classroom as a Case Study.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2024

2023
A stacking ensemble machine learning method for early identification of students at risk of dropout.
Educ. Inf. Technol., September, 2023

Impact of Teaching Workload on Scientific Productivity: Multidimensional Analysis in the Complexity of a Mexican Private University.
Publ., June, 2023

MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching.
Proceedings of the Future Technologies Conference, 2023

2022
Measuring Indoor Occupancy through Environmental Sensors: A Systematic Review on Sensor Deployment.
Sensors, 2022

Modeling scientometric indicators using a statistical data ontology.
J. Big Data, 2022

Supervised machine learning predictive analytics for alumni income.
J. Big Data, 2022

Student Dataset from Tecnologico de Monterrey in Mexico to Predict Dropout in Higher Education.
Data, 2022

Retrieval-based Statistical Chatbot in a Scientometric Domain.
Proceedings of the Advances in Computational Intelligence, 2022

2021
Indoor Environment Dataset to Estimate Room Occupancy.
Data, 2021

A Systematic Review of Recommendations of Long-Term Strategies for Researchers Using Data Science Techniques.
Comput., 2021

F1-ECAC: Enhanced Evolutionary Clustering Using an Ensemble of Supervised Classifiers.
IEEE Access, 2021

Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach.
Proceedings of the Computational Science - ICCS 2021, 2021

Evolutionary Clustering Algorithm Using Supervised Classifiers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Estimating Occupancy Levels in Enclosed Spaces Using Environmental Variables: A Fitness Gym and Living Room as Evaluation Scenarios.
Sensors, 2020

A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems.
IEEE Access, 2020

2018
Factors influencing the formation of intra-institutional formal research groups: group prediction from collaboration, organisational, and topical networks.
Scientometrics, 2018

Discovering Causal Relations in Semantically-Annotated Probabilistic Business Process Diagrams.
Proceedings of the GCAI-2018, 2018

2016
Refining Semantically Annotated Business Process Diagrams.
Proceedings of the 4th International Semantic Web and Linked Open Data workshop co-located with 15th Ibero-American Conference on AI (IBERAMIA 2016), 2016

2015
A Probabilistic BPMN Normal Form to Model and Advise Human Activities.
Proceedings of the Engineering Multi-Agent Systems - Third International Workshop, 2015

Towards Probabilistic Decision Making on Human Activities modeled with Business Process Diagrams.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
An Alignment Comparator for Entity Resolution with Multi-valued Attributes.
Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Integrating Semi-structured Information using Semantic Technologies - An Evaluation of Tools and a Case Study on University Rankings Data.
Proceedings of the DATA 2014, 2014

2013
Using Activity Theory and Causal Diagrams for Designing MultiAgent Systems That Assist Human Activities.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Recommending intra-institutional scientific collaboration through coauthorship network visualization.
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, 2013

2011
Mapping relational databases through ontology matching: a case study on information migration.
Proceedings of the 6th International Workshop on Ontology Matching, 2011

2010
A multiagent knowledge and information network approach for managing research assets.
Expert Syst. Appl., 2010

Requesting agent participation in electronic institutions.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2007
Integrating Semantic Annotations in Bayesian Causal Models.
Proceedings of the 2007 International Workshop on Description Logics (DL2007), 2007

2005
Combining Local and Global Access to Ontologies in a Multiagent System.
J. Adv. Comput. Intell. Intell. Informatics, 2005

A Knowledge-Based Entrepreneurial Approach for Business Intelligence in Strategic Technologies: Bio-Mems.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

A Knowledge Based Information System for Managing Research Programs and Value Creation in a University Environment.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

2004
Combining Global and Local Ontology handling in a Multiagent System.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Finding Compromises Between Local and Global Ontology Querying in Multiagent Systems.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004


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