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F

Francisco Herrera

University of Granada

169H-index
1.3KPaper Count
13.6WCitation Count
Published Papers 421
Publication Date
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Opacity as a feature, not a flaw: Role-sensitive explainability, institutional trust, and the LoBOX ethics governance framework for AI
errTechnology in Society
IF12.5
err2026-03-14
err0
PREAI
errFrancisco Herrera; Reyes Calderón
errShare
errSave
From Privacy to Trust in the Agentic Era: A Taxonomy of Challenges in Trustworthy Federated Learning Through the Lens of Trust Report 2.0
errInformation Fusion
IF15.5
err2026-02-13
err0
PREAI
errNuria Rodríguez-Barroso; Mario García-Márquez; M. Victoria Luzón; Francisco Herrera
errShare
errSave
X-SHIELD: Regularization for explainable Artificial Intelligence
errMachine Intelligence Research
IF8.7
err2026-02-07
err0
errOAAI
errIván Sevillano-García; Julián Luengo; Francisco Herrera
errShare
errSave
STOOD-X: Explainable out-of-distribution detection via nonparametric statistical testing on large-scale datasets
errPattern Recognition
IF7.6
err2026-02-07
err0
errOAAI
errIván Sevillano-García; Julián Luengo; Francisco Herrera
errShare
errSave
RAB2-DEF: Dynamic and Explainable Defense Against Adversarial Attacks in Federated Learning to Fair Poor Clients
errMachine Intelligence Research
IF8.7
err2026-02-02
err0
errOAAI
errNuria Rodríguez-Barroso; M. Victoria Luzón; Francisco Herrera
errShare
errSave
Data science: a natural ecosystem
errInformation Fusion
IF15.5
err2026-01-12
err0
errOAAI
errEmilio Porcu; Roy El Moukari; Laurent Najman; Francisco Herrera; Horst Simon
errShare
errSave
Recurrence factors in familial papillary thyroid carcinoma
errMinerva Endocrinology
IF1.9
err2025-12-01
err0
PREAI
errRios, Antonio; Amunategui, Inaki; Pardo, Jose Ruiz; Punal, Jose A. .; Moreno-Llorente, Pablo; Mercader, Enrique; Herrero, Eduardo Ferrero; Morlan, Miguel A.; Martin, Javier; Duran-Poveda, Manuel; Bravo, Jose M.; Casanova, Daniel; Salvador-Egea, Maria P.; Torregrosa, Nuria M.; Exposito-Rodriguez, Amaya; Martinez-Fernandez, Gloria; Carrion, Ana M.; Vidal, Oscar; Herrera, Francisco; Villar, Jesus; Sabater, Cristina; Magdalena, Carlos J.; Ros, Susana; Gonzalez-Perez, Marta; Ruiz-Merino, Guadalupe; Gonzalez, Jose M. Rodriguez
errShare
errSave
Addressing data quality decompensation in federated learning via dynamic client selection
errFuture Generation Computer Systems
IF0
err2025-09-16
err0
errOAAI
errQinjun Fei; Nuria Rodríguez-Barroso; María Victoria Luzón; Zhongliang Zhang; Francisco Herrera
errShare
errSave
An overview of model uncertainty and variability in LLM-based sentiment analysis: challenges; mitigation strategies; and the role of explainability
errFrontiers in Artificial Intelligence
IF4.7
err2025-08-11
err0
errOAAI
errDavid Herrera-Poyatos; Carlos Peláez-González; Cristina Zuheros; Andrés Herrera-Poyatos; Virilo Tejedor; Francisco Herrera; Rosana Montes
errShare
errSave
Membership Inference Attacks Fueled by Few-Shot Learning to Detect Privacy Leakage and Address Data Integrity
errmachine learning and knowledge extraction
IF0
err2025-07-26
err0
errOAAI
errDaniel Jiménez-López; Nuria Rodríguez-Barroso; M. Victoria Luzón; Javier Del Ser; Francisco Herrera
errShare
errSave
Improving (α,f)-Byzantine resilience in federated learning via layerwise aggregation and cosine distance
errKnowledge-Based Systems
IF7.6
err2025-07-03
err0
PREAI
errM. García-Márquez; N. Rodríguez-Barroso; M.V. Luzón; F. Herrera
errShare
errSave
A Maturity Model for Practical Explainability in Artificial Intelligence-Based Applications: Integrating Analysis and Evaluation (MM4XAI-AE) Models
errInternational Journal of Intelligent Systems
IF3.7
err2025-06-24
err0
errOAAI
errJulián Muñoz-Ordóñez; Carlos Cobos; Juan C. Vidal-Rojas; Francisco Herrera
errShare
errSave
And Plato met ChatGPT: an ethical reflection on the use of chatbots in scientific research writing, with a particular focus on the social sciences
errHUMANITIES & SOCIAL SCIENCES COMMUNICATIONS
IF3.6
err2025-05-26
err0
errOAAI
errCalderon, Reyes; Herrera, Francisco
errShare
errSave
Reflections and attentiveness on eXplainable Artificial Intelligence (XAI). The journey ahead from criticisms to human-AI collaboration
errINFORMATION FUSION
IF15.5
err2025-05-17
err1
PREAI
errHerrera, F
errShare
errSave
FLEX: Flexible Federated Learning Framework
errINFORMATION FUSION
IF15.5
err2025-05-01
err0
errOAAI
errHerrera, F.; Jimenez-Lopez, D.; Argente-Garrido, A.; Rodriguez-Barroso, N.; Zuheros, C.; Aguilera-Martos, I.; Bello, B.; Garcia-Marquez, M.; Luzon, M. V.
errShare
errSave
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
errIEEE Transactions on Evolutionary Computation
IF12
err2025-01-30
err0
PREAI
errDaniel Molina; Javier Poyatos; Javier Del Ser; Salvador García; Hisao Ishibuchi; Isaac Triguero; Bing Xue; Xin Yao; Francisco Herrera
errShare
errSave
Meta-Explainers: A Unified Ensemble Approach for Multifaceted XAI
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2025-01-01
err0
errOAAI
errBello, Marilyn; Amador, Rosalis; Garcia, Maria-Matilde; Bello, Rafael; Cordon, Oscar; Herrera, Francisco
errShare
errSave
Consensus Reaching with Dynamic Trust Relationships and Cost-Learning in Group Decision Making
errGROUP DECISION AND NEGOTIATION
IF2.5
err2024-10-05
err2
PREAI
errLi, Yao; Lin, Wenhao; Dong, Yucheng; Li, Cong-Cong; Herrera, Francisco
errShare
errSave
Extremal values-based aggregation functions
errFUZZY SETS AND SYSTEMS
IF2.7
err2024-10-01
err0
PREAI
errHalas, Radomir; Mesiar, Radko; Kolesarova, Anna; Saadati, Reza; Herrera, Francisco; Rodriguez-Martinez, Iosu; Bustince, Humberto
errShare
errSave
On-line linguistic Decision Support System based on Citizen Crowd Decision Making
errINFORMATION FUSION
IF15.5
err2024-08-01
err1
PREAI
errDuran, Jeronimo; de Hierro, Antonio Francisco Roldaen Lopez; Herrera, Francisco; Montes, Rosana
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Rajkumar Buyya
H-index: 140 · Papers: 1.5K
Z
Zeshui Xu
H-index: 132 · Papers: 1.3K
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
E
Enrique Herrera‐Viedma
H-index: 119 · Papers: 1.2K
P
Ponnuthurai Nagaratnam Suganthan
H-index: 118 · Papers: 772
View more