Hector G. Ceballos

54 papers A 2B 1C 2Misc 1Journal 29Unranked 19
YearRankTypeTitle / Venue / Authors
2025 C conf
Applying the Living Lab Methodology for Evidence-Based Educational Technologies.
EDUCON
Luis Fernando Morán-Mirabal, Jessica Alejandra Ruiz-Ramírez, Antonio A. González-Grez, Sergio Noé Torres-Rodríguez, Hector G. Ceballos
2025 — conf
Detecting Sexism in Tweets: A Sentiment Analysis and Graph Neural Network Approach.
NAACL (Student Research Workshop)
Diana P. Madera-Espíndola, Zoe Caballero-Domínguez, Valeria J. Ramírez-Macías, Sabur Butt, Hector G. Ceballos
2025 — conf
Hope Speech Detection Using Transformers and Large Language Models: A Bilingual Approach at IberLEF 2025.
IberLEF@SEPLN
Diana P. Madera-Espíndola, Zoe Caballero-Domínguez, Valeria J. Ramírez-Macías, Sabur Butt, Hector G. Ceballos
2025 J jnl
Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English.
CoRR
Sabur Butt, Fazlourrahman Balouchzahi, Ahmad Imam Amjad, Maaz Amjad, Hector G. Ceballos, Salud María Jiménez-Zafra
2025 J jnl
Overview of PolyHope at IberLEF 2025: Optimism, Expectation or Sarcasm?
Proces. del Leng. Natural
Sabur Butt, Fazlourrahman Balouchzahi, Maaz Amjad, Salud María Jiménez-Zafra, Hector G. Ceballos, Grigori Sidorov
2025 — conf
Tec-Habilidad: Skill Classification for Bridging Education and Employment.
MICAI (1)
Sabur Butt, Hector G. Ceballos, Diana P. Madera-Espíndola
2025 J jnl
Tec-Habilidad: Skill Classification for Bridging Education and Employment.
CoRR
Sabur Butt, Hector G. Ceballos, Diana P. Madera
2025 J jnl
The Facts Behind the Prophecy: Validating a Methodology for Identifying Behavioural Differences in Higher Education Student Subpopulations Under Intervention.
J. Learn. Anal.
Juan Andrés Talamás-Carvajal, Hector G. Ceballos, Isabel Hilliger
2024 J jnl
A Differential-Evolution-Based Approach to Extract Univariate Decision Trees From Black-Box Models Using Tabular Data.
IEEE Access
Rafael Rivera-López, Hector G. Ceballos
2024 J jnl
A Real-Life Evaluation of Supervised and Semi-Supervised Machine Learning Approaches for Indirect Estimation of Indoor Occupancy.
IEEE Access
Alma Mena-Martinez, Juan Manuel Davila Delgado, Joanna Alvarado-Uribe, Hector G. Ceballos
2024 J jnl
Applications of Learning Analytics in Latin America.
J. Learn. Anal.
Isabel Hilliger, Hector G. Ceballos, Jorge Maldonado-Mahauad, Rafael Ferreira
2024 J jnl
Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models.
Cogn. Comput.
Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos, Francisco J. Cantú Ortiz, Hector G. Ceballos
2024 J jnl
Identification of Complex Thinking Related Competencies: The Building Blocks of Reasoning for Complexity.
J. Learn. Anal.
Juan Andrés Talamás-Carvajal, Hector G. Ceballos, María Soledad Ramírez-Montoya
2024 — conf
Methodology to Monitor and Estimate Occupancy in Enclosed Spaces Based on Indirect Methods and Artificial Intelligence: A University Classroom as a Case Study.
IMIS
Alma Mena-Martinez, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Hector G. Ceballos
2024 — conf
NLP Progress in Indigenous Latin American Languages.
NAACL-HLT
Atnafu Lambebo Tonja, Fazlourrahman Balouchzahi, Sabur Butt, Olga Kolesnikova, Hector G. Ceballos, Alexander F. Gelbukh, Thamar Solorio
2024 J jnl
NLP Progress in Indigenous Latin American Languages.
CoRR
Atnafu Lambebo Tonja, Fazlourrahman Balouchzahi, Sabur Butt, Olga Kolesnikova, Hector G. Ceballos, Alexander F. Gelbukh, Thamar Solorio
2024 J jnl
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
Daniel García-Baena, Fazlourrahman Balouchzahi, Sabur Butt, Miguel Ángel García Cumbreras, Atnafu Lambebo Tonja, José Antonio García-Díaz, Selen Bozkurt, Bharathi Raja Chakravarthi, Hector G. Ceballos, Rafael Valencia-García, Grigori Sidorov, Luis Alfonso Ureña López, Alexander F. Gelbukh, Salud María Jiménez-Zafra
2024 J jnl
Perspectives and Opportunities for Learning Analytics Integration: A Qualitative Study in Mexican Universities.
J. Learn. Anal.
Tomás Bautista Godínez, Gerardo Castañeda Garza, Ricardo Pérez Mora, Hector G. Ceballos, Verónica Luna de la Luz, José Gerardo Moreno Salinas, Irma Rocío Zavala-Sierra, Roberto Santos-Solórzano, Carlos Iván Moreno Arellano, Melchor Sánchez-Mendiola
2023 J jnl
A stacking ensemble machine learning method for early identification of students at risk of dropout.
Educ. Inf. Technol.
Juan Andrés Talamás-Carvajal, Hector G. Ceballos
2023 J jnl
Impact of Teaching Workload on Scientific Productivity: Multidimensional Analysis in the Complexity of a Mexican Private University.
Publ.
María Soledad Ramírez-Montoya, Hector G. Ceballos, Sandra Martínez-Pérez, Luis M. Romero-Rodriguez
2023 — conf
MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching.
FTC (1)
Sabur Butt, Paola Mejía-Almada, Joanna Alvarado-Uribe, Hector G. Ceballos, Grigori Sidorov, Alexander F. Gelbukh
2022 J jnl
Measuring Indoor Occupancy through Environmental Sensors: A Systematic Review on Sensor Deployment.
Sensors
Alma Rosa Mena, Hector G. Ceballos, Joanna Alvarado-Uribe
2022 J jnl
Modeling scientometric indicators using a statistical data ontology.
J. Big Data
Victor Lopez-Rodriguez, Hector G. Ceballos
2022 — conf
Retrieval-based Statistical Chatbot in a Scientometric Domain.
MICAI (2)
Victor Lopez-Rodriguez, Hector G. Ceballos
2022 J jnl
Student Dataset from Tecnologico de Monterrey in Mexico to Predict Dropout in Higher Education.
Data
Joanna Alvarado-Uribe, Paola Mejía-Almada, Ana Luisa Masetto Herrera, Roland Molontay, Isabel Hilliger, Vinayak Hegde, José Enrique Montemayor Gallegos, Renato Armando Ramírez Díaz, Hector G. Ceballos
2022 J jnl
Supervised machine learning predictive analytics for alumni income.
J. Big Data
Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos, Neil Hernández-Gress, Jose Luis Preciado, Hector G. Ceballos
2021 J jnl
A Systematic Review of Recommendations of Long-Term Strategies for Researchers Using Data Science Techniques.
Comput.
Gilberto Ayala-Bastidas, Hector G. Ceballos, Francisco J. Cantú Ortiz
2021 J jnl
Environmental Monitoring to Estimate Indoor Occupancy Levels based on Unsupervised Machine Learning for COVID-19 Restrictions.
Res. Comput. Sci.
Alma Rosa Mena Martnez, Hector G. Ceballos, Joanna Alvarado-Uribe
2021 B conf
Evolutionary Clustering Algorithm Using Supervised Classifiers.
CEC
Benjamin Mario Sainz-Tinajero, Andrés Eduardo Gutiérrez-Rodríguez, Hector G. Ceballos, Francisco J. Cantú Ortiz
2021 J jnl
F1-ECAC: Enhanced Evolutionary Clustering Using an Ensemble of Supervised Classifiers.
IEEE Access
Benjamin Mario Sainz-Tinajero, Andrés Eduardo Gutiérrez-Rodríguez, Hector G. Ceballos, Francisco J. Cantú Ortiz
2021 J jnl
Indoor Environment Dataset to Estimate Room Occupancy.
Data
Andree Vela, Joanna Alvarado-Uribe, Hector G. Ceballos
2021 — conf
Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach.
ICCS (6)
Clarissa Miranda-Peña, Hector G. Ceballos, Laura Hervert-Escobar, Miguel González-Mendoza
2020 J jnl
A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems.
IEEE Access
Melissa Sánchez, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Hector G. Ceballos, Hugo Terashima-Marín, Ivan Amaya
2020 J jnl
Estimating Occupancy Levels in Enclosed Spaces Using Environmental Variables: A Fitness Gym and Living Room as Evaluation Scenarios.
Sensors
Andree Vela, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Neil Hernández-Gress, Hector G. Ceballos
2018 — conf
Discovering Causal Relations in Semantically-Annotated Probabilistic Business Process Diagrams.
GCAI
Hector G. Ceballos, Francisco J. Cantu
2018 J jnl
Evaluating the Efficiencies of Academic Research Groups: A Problem of Shared Outputs.
Asia Pac. J. Oper. Res.
Sonia Valeria Avilés-Sacoto, Wade D. Cook, David Güemes-Castorena, Francisco Benita, Hector G. Ceballos, Joe Zhu
2018 J jnl
Factors influencing the formation of intra-institutional formal research groups: group prediction from collaboration, organisational, and topical networks.
Scientometrics
Hector G. Ceballos, Sara Elena Garza Villarreal, Francisco J. Cantu
2016 — conf
Refining Semantically Annotated Business Process Diagrams.
ISW-LOD@IBERAMIA
Hector G. Ceballos
2015 — conf
A Probabilistic BPMN Normal Form to Model and Advise Human Activities.
EMAS@AAMAS
Hector G. Ceballos, Victor Flores-Solorio, Juan-Pablo García-Vázquez
2015 A conf
Towards Probabilistic Decision Making on Human Activities modeled with Business Process Diagrams.
AAMAS
Hector G. Ceballos, Victor Flores-Solorio, Juan-Pablo García-Vázquez
2014 — conf
An Alignment Comparator for Entity Resolution with Multi-valued Attributes.
MICAI (2)
Pablo N. Mazzucchi-Augel, Hector G. Ceballos
2014 C conf
Integrating Semi-structured Information using Semantic Technologies - An Evaluation of Tools and a Case Study on University Rankings Data.
DATA
Alejandra Casas-Bayona, Hector G. Ceballos
2013 — conf
Recommending intra-institutional scientific collaboration through coauthorship network visualization.
CompSci@CIKM
Gustavo A. Parada, Hector G. Ceballos, Francisco J. Cantu, Lucía A. Rodríguez-Aceves
2013 — conf
Using Activity Theory and Causal Diagrams for Designing MultiAgent Systems That Assist Human Activities.
MICAI (1)
Hector G. Ceballos, Juan-Pablo García-Vázquez, Ramón F. Brena
2011 — conf
Mapping relational databases through ontology matching: a case study on information migration.
OM
Manuel Rodriguez-Mancha, Hector G. Ceballos, Francisco J. Cantu, Aldo Diaz-Prado
2011 J jnl
Modeling information repositories consistency and auditing through Alloy and Ccalc.
Res. Comput. Sci.
Francisco J. Cantu, Hector G. Ceballos, Ramón F. Brena
2010 J jnl
A multiagent knowledge and information network approach for managing research assets.
Expert Syst. Appl.
Francisco J. Cantú Ortiz, Hector G. Ceballos
2010 A conf
Requesting agent participation in electronic institutions.
AAMAS
Hector G. Ceballos, Pablo Noriega, Francisco J. Cantu
2007 — conf
Integrating Semantic Annotations in Bayesian Causal Models.
Description Logics
Hector G. Ceballos, Francisco J. Cantú Ortiz
2005 — conf
A Knowledge Based Information System for Managing Research Programs and Value Creation in a University Environment.
AMCIS
Francisco J. Cantu, Hector G. Ceballos, Silvia P. Mora, Miguel A. Escoffie
2005 — conf
A Knowledge-Based Entrepreneurial Approach for Business Intelligence in Strategic Technologies: Bio-Mems.
AMCIS
Francisco J. Cantu, Silvia P. Mora, Aldo Diaz-Prado, Hector G. Ceballos, Sergio O. Martinez, Daniel R. Jimenez
2005 J jnl
Combining Local and Global Access to Ontologies in a Multiagent System.
J. Adv. Comput. Intell. Intell. Informatics
Ramón F. Brena, Hector G. Ceballos
2004 Misc conf
Combining Global and Local Ontology handling in a Multiagent System.
FLAIRS
Ramón F. Brena, Hector G. Ceballos
2004 — conf
Finding Compromises Between Local and Global Ontology Querying in Multiagent Systems.
CoopIS/DOA/ODBASE (2)
Hector G. Ceballos, Ramón F. Brena