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ORCIDOctavio Loyola-González
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2020 – today
- 2024
[j35]Luis Daniel Samper Escalante
, Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez:
Botnet Identification on Twitter: A Novel Clustering Approach Based on Similarity. IEEE Access 12: 149130-149146 (2024)- [j34]Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Worapan Kusakunniran, André Boller, Philipp Terhörst:
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field. Intell. Syst. Appl. 21: 200320 (2024) - [j33]Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Vutipong Areekul, Worapan Kusakunniran:
Enhancing latent palmprints using frequency domain analysis. Intell. Syst. Appl. 23: 200414 (2024) - 2023
- [j32]Octavio Loyola-González:
Process mining: software comparison, trends, and challenges. Int. J. Data Sci. Anal. 15(4): 407-420 (2023) - [j31]Octavio Loyola-González, Ernesto Ramírez-Sáyago, Miguel Angel Medina-Pérez:
Towards improving decision tree induction by combining split evaluation measures. Knowl. Based Syst. 277: 110832 (2023) - [j30]Jun Ye, Octavio Loyola-González:
Special issue on artificial intelligence-based techniques and applications for intelligent IoT systems. Neural Comput. Appl. 35(12): 8635-8636 (2023) - [j29]Diana Laura Aguilar, Miguel Angel Medina-Pérez, Octavio Loyola-González, Kim-Kwang Raymond Choo, Edoardo Bucheli-Susarrey:
Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection. IEEE Trans. Dependable Secur. Comput. 20(2): 1048-1059 (2023) - 2022
- [j28]Víctor Adrián Sosa-Hernández, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Herrera:
A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities. ACM Comput. Surv. 54(1): 18:1-18:38 (2022) - [j27]Anuj Garg, Sharmila A, Pramod Kumar, Mani Madhukar, Octavio Loyola-González, Manoj Kumar:
Blockchain-based online education content ranking. Educ. Inf. Technol. 27(4): 4793-4815 (2022) - [j26]Michael Alexander Zenkl-Galaz, Octavio Loyola-González, Miguel Angel Medina-Pérez:
IOGOD: An interpretable outlier generation-based outlier detector for categorical databases. Expert Syst. Appl. 195: 116570 (2022) - [j25]Javad Khodadoust, Miguel Angel Medina-Pérez, Octavio Loyola-González, Raúl Monroy, Ali Mohammad Khodadoust:
A secure and robust indexing algorithm for distorted fingerprints and latent palmprints. Expert Syst. Appl. 206: 117806 (2022) - [c11]Cuauhtemoc Daniel Suarez-Ramirez, Juan-Carlos Martínez, Octavio Loyola-González:
A Novel Survival Analysis-Based Approach for Predicting Behavioral Probability of Default. MCPR 2022: 56-69 - 2021
- [j24]Ismay Pérez-Sánchez, Bárbara Cervantes, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Salvador García, Francisco Herrera:
An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification. IEEE Access 9: 85488-85499 (2021) - [j23]Diana Laura Aguilar, Octavio Loyola-González, Miguel Angel Medina-Pérez, Leonardo Cañete-Sifuentes, Kim-Kwang Raymond Choo:
PBC4occ: A novel contrast pattern-based classifier for one-class classification. Future Gener. Comput. Syst. 125: 71-90 (2021) - [j22]Miryam Elizabeth Villa-Pérez, Miguel Ángel Álvarez-Carmona, Octavio Loyola-González, Miguel Angel Medina-Pérez, Juan Carlos Velazco-Rossell, Kim-Kwang Raymond Choo:
Semi-supervised anomaly detection algorithms: A comparative summary and future research directions. Knowl. Based Syst. 218: 106878 (2021) - [e4]Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang:
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 1. Advances in Intelligent Systems and Computing 1342, Springer 2021, ISBN 978-3-030-70041-6 [contents] - [e3]Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang:
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 2. Advances in Intelligent Systems and Computing 1343, Springer 2021, ISBN 978-3-030-69998-7 [contents] - 2020
- [j21]Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, Raúl Monroy, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
An Explainable Artificial Intelligence Model for Clustering Numerical Databases. IEEE Access 8: 52370-52384 (2020) - [j20]Octavio Loyola-González, Miguel Angel Medina-Pérez, Raymundo Adrián Coronilla Valdez, Kim-Kwang Raymond Choo:
A Contrast Pattern-Based Scientometric Study of the QS World University Ranking. IEEE Access 8: 206088-206104 (2020) - [j19]Jorge Rodríguez-Ruiz, Javier Israel Mata-Sánchez, Raúl Monroy, Octavio Loyola-González, Armando López-Cuevas:
A one-class classification approach for bot detection on Twitter. Comput. Secur. 91: 101715 (2020) - [j18]Octavio Loyola-González, Miguel Angel Medina-Pérez, Kim-Kwang Raymond Choo:
A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges. J. Grid Comput. 18(4): 797-845 (2020) - [c10]Ernesto Ramírez-Sáyago, Octavio Loyola-González, Miguel Angel Medina-Pérez:
Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification. MCPR 2020: 76-86 - [e2]Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González:
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 1. Advances in Intelligent Systems and Computing 1146, Springer 2020, ISBN 978-3-030-43305-5 [contents] - [e1]Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González:
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 2. Advances in Intelligent Systems and Computing 1147, Springer 2020, ISBN 978-3-030-43308-6 [contents]
2010 – 2019
- 2019
- [j17]Octavio Loyola-González, Raúl Monroy, Jorge Rodríguez-Ruiz, Armando López-Cuevas, Javier Israel Mata-Sánchez:
Contrast Pattern-Based Classification for Bot Detection on Twitter. IEEE Access 7: 45800-45817 (2019) - [j16]Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Jorge Rodríguez-Ruiz, Aythami Morales, Francisco Herrera:
A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation. IEEE Access 7: 48484-48499 (2019) - [j15]Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Vera Voronisky:
Classification Based on Multivariate Contrast Patterns. IEEE Access 7: 55744-55762 (2019) - [j14]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Cost-Sensitive Pattern-Based classification for Class Imbalance problems. IEEE Access 7: 60411-60427 (2019) - [j13]Octavio Loyola-González:
Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View. IEEE Access 7: 154096-154113 (2019) - [j12]Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A. Reyes García, Eduardo F. Morales, Hugo Jair Escalante:
Image Annotation as Text-Image Matching: Challenge Design and Results. Computación y Sistemas 23(4) (2019) - [j11]Jorge Rodríguez-Ruiz, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Bárbara Cervantes:
Cluster validation in clustering-based one-class classification. Expert Syst. J. Knowl. Eng. 36(6) (2019) - [j10]Jorge Rodríguez-Ruiz, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González:
A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance. Expert Syst. Appl. 131: 30-44 (2019) - [j9]Octavio Loyola-González, Armando López-Cuevas, Miguel Angel Medina-Pérez, Benito Camiña, Jose Emmanuel Ramirez-Marquez, Raúl Monroy:
Fusing pattern discovery and visual analytics approaches in tweet propagation. Inf. Fusion 46: 91-101 (2019) - [j8]José Benito Camiña, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Luis Angel Pereyra Villanueva, Luis Carlos González-Gurrola:
Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection. Mach. Vis. Appl. 30(5): 959-974 (2019) - [j7]Octavio Loyola-González, Miguel Angel Medina-Pérez, Dayton Hernández-Tamayo, Raúl Monroy, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. Sensors 19(2): 414 (2019) - [c9]Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. MCPR 2019: 315-326 - [c8]Octavio Loyola-González:
Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model. MICAI 2019: 136-149 - 2018
- [c7]Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez, Bárbara Cervantes, José Ernesto Grimaldo-Tijerina:
An Approach Based on Contrast Patterns for Bot Detection on Web Log Files. MICAI (1) 2018: 276-285 - 2017
- [j6]Milton García-Borroto, Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Evaluation of quality measures for contrast patterns by using unseen objects. Expert Syst. Appl. 83: 104-113 (2017) - [j5]Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Raúl Monroy, Milton García-Borroto:
PBC4cip: A new contrast pattern-based classifier for class imbalance problems. Knowl. Based Syst. 115: 100-109 (2017) - [c6]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Novel Contrast Pattern Selection Method for Class Imbalance Problems. MCPR 2017: 42-52 - 2016
- [j4]Miguel Angel Medina-Pérez, Aythami Morales Moreno, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Octavio Loyola-González, Leopoldo Altamirano Robles:
Latent fingerprint identification using deformable minutiae clustering. Neurocomputing 175: 851-865 (2016) - [j3]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. Neurocomputing 175: 935-947 (2016) - [j2]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Effect of class imbalance on quality measures for contrast patterns: An experimental study. Inf. Sci. 374: 179-192 (2016) - [c5]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton García-Borroto:
Detecting Pneumatic Failures on Temporary Immersion Bioreactors. MCPR 2016: 293-302 - 2015
- [c4]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Correlation of Resampling Methods for Contrast Pattern Based Classifiers. MCPR 2015: 93-102 - 2014
- [j1]Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
An empirical comparison among quality measures for pattern based classifiers. Intell. Data Anal. 18(Supplement): S5-S17 (2014) - [c3]Miguel Angel Medina-Pérez, Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto, Leopoldo Altamirano Robles:
Introducing an Experimental Framework in C# for Fingerprint Recognition. MCPR 2014: 132-141 - 2013
- [c2]Milton García-Borroto, Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Comparing Quality Measures for Contrast Pattern Classifiers. CIARP (1) 2013: 311-318 - [c1]Octavio Loyola-González, Milton García-Borroto, Miguel Angel Medina-Pérez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo De Ita Luna:
An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier. MCPR 2013: 264-273
Coauthor Index
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