Concepedia
Statistics
Publications
32
Citations
1.6K
H-Index
18
Active since
2014
Affiliations
Tecnológico de Monterrey(Current)
National Institute of Astrophysics, Optics and Electronics
Polytechnic José Antonio Echeverría
Universidad de Ciego de Ávila
The University of Texas at San Antonio
Octavio Loyola‐González is an author at Tecnológico de Monterrey specializing in engineering, data mining, and data science.
Top concepts
EngineeringData MiningData ScienceKnowledge DiscoveryPattern RecognitionComputer ScienceMachine LearningText MiningStatisticsSocial Media
Publications per year
2014–2023
Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View
Octavio Loyola‐González · IEEE Access · 2019 · 510 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +24
Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases
Octavio Loyola‐González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa et al. · Neurocomputing · 2015 · 171 citations
Data Classification, Classification Method, Image Analysis +10
Semi-supervised anomaly detection algorithms: A comparative summary and future research directions
Miryam Elizabeth Villa-Pérez, Miguel Á. Álvarez‐Carmona, Octavio Loyola‐González et al. · Knowledge-Based Systems · 2021 · 130 citations
Anomaly Detection, Machine Learning, Data Science +11
A one-class classification approach for bot detection on Twitter
Jorge Rodríguez‐Ruiz, Javier Israel Mata-Sánchez, Raúl Monroy et al. · Computers & Security · 2020 · 117 citations
Abuse Detection, Computational Social Science, Social Media +8
Contrast Pattern-Based Classification for Bot Detection on Twitter
Octavio Loyola‐González, Raúl Monroy, Jorge Rodríguez‐Ruiz et al. · IEEE Access · 2019 · 80 citations · Full text
Abuse Detection, Engineering, Social Medium Monitoring +22
1–5 of 32