Alejandro Peña

37 papers B 5Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Balancing tails when comparing distributions: Comprehensive equity index (CEI) with application to bias evaluation in operational face biometrics.
Pattern Recognit.
Imanol Solano, Julian Fierrez, Aythami Morales, Alejandro Peña, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin
2025 J jnl
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment.
CoRR
Alejandro Peña, Julian Fierrez, Aythami Morales, Gonzalo Mancera, Miguel Lopez, Ruben Tolosana
2025 J jnl
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics.
CoRR
Imanol Solano, Julian Fierrez, Aythami Morales, Alejandro Peña, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin
2025 J jnl
Dynamic interrelationships among crude oil, green bond, and carbon markets: Evidence from fuzzy logic autoencoders.
Appl. Soft Comput.
Nini Johana Marín-Rodríguez, Elie Bouri, Juan David Gonzalez-Ruiz, Sergio Botero, Alejandro Peña
2025 — conf
PBa-LLM: Privacy- and Bias-Aware NLP Using Named-Entity Recognition (NER).
ICDAR (Workshops 1)
Gonzalo Mancera, Aythami Morales, Julian Fierrez, Ruben Tolosana, Alejandro Peña, Miguel Lopez-Duran, Francisco Jurado, Alvaro Ortigosa
2025 J jnl
PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER).
CoRR
Gonzalo Mancera, Aythami Morales, Julian Fierrez, Ruben Tolosana, Alejandro Peña, Miguel Lopez-Duran, Francisco Jurado, Alvaro Ortigosa
2024 — conf
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics.
ICPR (14)
Imanol Solano, Alejandro Peña, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin
2024 J jnl
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics.
CoRR
Imanol Solano, Alejandro Peña, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin
2024 J jnl
Continuous document layout analysis: Human-in-the-loop AI-based data curation, database, and evaluation in the domain of public affairs.
Inf. Fusion
Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2024 J jnl
Spatio-temporal trajectory data modeling for fishing gear classification.
Pattern Anal. Appl.
Juan Manuel Rodriguez-Albala, Alejandro Peña, Pietro Melzi, Aythami Morales, Ruben Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez, Javier Ortega-Garcia
2023 — conf
A Multispectral Image Classification Framework for Estimating the Operational Risk of Lethal Wilt in Oil Palm Crops.
EvoApplications@EvoStar
Alejandro Peña, Alejandro Puerta, Isis Bonet, Fabio Caraffini, Mario Gongora, Ivan Ochoa
2023 J jnl
An evolutionary intelligent control system for a flexible joints robot.
Appl. Soft Comput.
Alejandro Peña, Juan C. Tejada, Juan David Gonzalez-Ruiz, Lina María Sepúlveda-Cano, Francisco Chiclana, Fabio Caraffini, Mario Gongora
2023 — conf
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs.
ICDAR Workshops (2)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2023 J jnl
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs.
CoRR
Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2023 J jnl
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment.
SN Comput. Sci.
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
2023 J jnl
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia
2023 — conf
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs.
ICDAR Workshops (1)
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2023 J jnl
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs.
CoRR
Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova
2021 J jnl
Applying fuzzy scenarios for the measurement of operational risk.
Appl. Soft Comput.
Isis Bonet, Alejandro Peña, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario Gongora
2021 B conf
Facial Expressions as a Vulnerability in Face Recognition.
ICIP
Alejandro Peña, Aythami Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza
2021 J jnl
Fuzzy convolutional deep-learning model to estimate the operational risk capital using multi-source risk events.
Appl. Soft Comput.
Alejandro Peña, Alejandro Patino, Francisco Chiclana, Fabio Caraffini, Mario Gongora, Juan David Gonzalez-Ruiz, Eduardo Duque-Grisales
2020 — conf
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment.
CVPR Workshops
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
Facial Expressions as a Vulnerability in Face Recognition.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
2020 B conf
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment.
ICMI
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 J jnl
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment.
CoRR
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez
2020 B conf
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics.
ICPR
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
2020 J jnl
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics.
CoRR
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez
2020 B conf
Learning Emotional-Blinded Face Representations.
ICPR
Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza
2020 J jnl
Learning Emotional-Blinded Face Representations.
CoRR
Alejandro Peña, Julian Fiérrez, Àgata Lapedriza, Aythami Morales
2020 B conf
Oil Palm Detection via Deep Transfer Learning.
CEC
Isis Bonet, Fabio Caraffini, Alejandro Peña, Alejandro Puerta, Mario Gongora
2019 J jnl
A fuzzy ELECTRE structure methodology to assess big data maturity in healthcare SMEs.
Soft Comput.
Alejandro Peña, Isis Bonet, Christian Lochmuller, Marta S. Tabares, Carlos C. Piedrahita, Carmen C. Sánchez, Lillyana María Giraldo Marín, Mario Gongora, Francisco Chiclana
2019 — conf
Deep Clustering for Metagenomics.
CIBB
Isis Bonet, Alejandro Peña, Christian Lochmuller, Alejandro Patino, Mario Gongora
2019 J jnl
Stochastic logistic fuzzy maps for the construction of integrated multirates scenarios in the financing of infrastructure projects.
Appl. Soft Comput.
Juan David Gonzalez-Ruiz, Alejandro Peña, Eduardo Alexander Duque, Héctor Alejandro Patiño, Francisco Chiclana, Mario Gongora
2018 J jnl
A fuzzy credibility model to estimate the Operational Value at Risk using internal and external data of risk events.
Knowl. Based Syst.
Alejandro Peña, Isis Bonet, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario Gongora
2018 J jnl
An integrated inverse adaptive neural fuzzy system with Monte-Carlo sampling method for operational risk management.
Expert Syst. Appl.
Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario Gongora
2018 J jnl
Flexible inverse adaptive fuzzy inference model to identify the evolution of operational value at risk for improving operational risk management.
Appl. Soft Comput.
Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario Gongora