Alejandro Peña

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Operational Risk

Facial Expressions

Document Layout

Top Venues

Appl. Soft Comput.

ICDAR Workshops (2)

Publications

Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Continuous document layout analysis: Human-in-the-loop AI-based data curation, database, and evaluation in the domain of public affairs. Inf. Fusion 108 (2024)
Juan Manuel Rodriguez-Albala, Alejandro Peña, Pietro Melzi, Aythami Morales, Ruben Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez, Javier Ortega-Garcia
Spatio-temporal trajectory data modeling for fishing gear classification. Pattern Anal. Appl. 27 (2) (2024)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs. CoRR (2023)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment. SN Comput. Sci. 4 (5) (2023)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs. ICDAR Workshops (2) (2023)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. CoRR (2023)
Alejandro Peña, Juan C. Tejada, Juan David Gonzalez-Ruiz, Lina María Sepúlveda-Cano, Francisco Chiclana, Fabio Caraffini, Mario Gongora
An evolutionary intelligent control system for a flexible joints robot. Appl. Soft Comput. 135 (2023)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment. CoRR (2023)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. ICDAR Workshops (1) (2023)
Alejandro Peña, Alejandro Patino, Francisco Chiclana, Fabio Caraffini, Mario A. Góngora, Juan David Gonzalez-Ruiz, Eduardo Duque-Grisales
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events. Appl. Soft Comput. 107 (2021)
Isis Bonet, Alejandro Peña, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario A. Góngora
Applying fuzzy scenarios for the measurement of operational risk. Appl. Soft Comput. 112 (2021)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CVPR Workshops (2020)
Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza
Learning Emotional-Blinded Face Representations. ICPR (2020)
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. CoRR (2020)
Isis Bonet, Fabio Caraffini, Alejandro Peña, Alejandro Puerta, Mario A. Góngora
Oil Palm Detection via Deep Transfer Learning. CEC (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
Facial Expressions as a Vulnerability in Face Recognition. CoRR (2020)
Alejandro Peña, Julian Fiérrez, Àgata Lapedriza, Aythami Morales
Learning Emotional-Blinded Face Representations. CoRR (2020)
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. ICPR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. ICMI (2020)
Alejandro Peña, Isis Bonet, Christian Lochmuller, Marta S. Tabares, Carlos C. Piedrahita, Carmen C. Sánchez, Lillyana María Giraldo Marín, Mario A. Góngora, Francisco Chiclana
A fuzzy ELECTRE structure methodology to assess big data maturity in healthcare SMEs. Soft Comput. 23 (20) (2019)
Juan David Gonzalez-Ruiz, Alejandro Peña, Eduardo Alexander Duque, Héctor Alejandro Patiño, Francisco Chiclana, Mario A. Góngora
Stochastic logistic fuzzy maps for the construction of integrated multirates scenarios in the financing of infrastructure projects. Appl. Soft Comput. 85 (2019)
Isis Bonet, Alejandro Peña, Christian Lochmuller, Alejandro Patino, Mario A. Góngora
Deep Clustering for Metagenomics. CIBB (2019)
Alejandro Peña, Isis Bonet, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario A. Góngora
A fuzzy credibility model to estimate the Operational Value at Risk using internal and external data of risk events. Knowl. Based Syst. 159 (2018)
Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario A. Góngora
An integrated inverse adaptive neural fuzzy system with Monte-Carlo sampling method for operational risk management. Expert Syst. Appl. 98 (2018)
Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario A. Góngora
Flexible inverse adaptive fuzzy inference model to identify the evolution of operational value at risk for improving operational risk management. Appl. Soft Comput. 65 (2018)
Alejandro Peña, Alejandro Puerta, Isis Bonet, Fabio Caraffini, Mario Gongora, Ivan Ochoa
A Multispectral Image Classification Framework for Estimating the Operational Risk of Lethal Wilt in Oil Palm Crops. EvoApplications@EvoStar (2013)