default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDOctavio Loyola-González
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:30 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
