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Francisco Herrera

University of Granada

C/Rector López Argueta S/N

Granada, 18071

Spain

  • University of Granada

SCHOLARLY PAPERS

9

DOWNLOADS

704

TOTAL CITATIONS

6

Scholarly Papers (9)

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1.

Towards Sandboxes for the Internet of Agents

Number of pages: 10 Posted: 26 Nov 2025
Alessio Buscemi, Jordi Cabot, Pradyumna Chari, Francisco Herrera, Shadab Khan, Marcos Lopez de Prado and Ramesh Raskar
Luxembourg Institute of Science and Technology (LIST), Luxembourg Institute of Science and Technology (LIST), Massachusetts Institute of Technology (MIT) - MIT Media Laboratory, University of Granada, ADIA Lab, Abu Dhabi Investment AuthorityCornell University - Operations Research & Industrial Engineering and Massachusetts Institute of Technology (MIT) - MIT Media Laboratory
Downloads 454 (180,542)

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2.

Ed-Tgan: A Methodology on Temporal Generative Gan for Imbalanced Data for Predicting Academic Performance of Students

Number of pages: 24 Posted: 17 Oct 2022
Hajra waheed, Jia Zhou, Naif Aljohani, Suppawong Tuarob, Raheel Nawaz, Francisco Herrera and Saeed-Ul Hassan
Information Technology University, Zhejiang Normal University, King Abdulaziz University, Mahidol University, Staffordshire University, University of Granada and affiliation not provided to SSRN
Downloads 101 (689,572)

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- Educational Data Science, Time-series Data Up-sampling, Class Imbalance, Student Performance Prediction, Students At-Risk, Learning Analytics

3.

Krum Federated Chain (Kfc): Using Blockchain to Defend Against Adversarial Attacks in Federated Learning

Number of pages: 39 Posted: 12 Feb 2025
Mario García-Márquez, Nuria Rodríguez-Barroso, María Victoria Luzón and Francisco Herrera
University of Granada, University of Granada, University of Granada and University of Granada
Downloads 39 (1,209,354)
Citation 6

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Federated Learning, Blockchain, Byzantine attacks, Backdoor attacks, Defense mechanism

4.

Data Science: A Natural Ecosystem

Number of pages: 24 Posted: 10 Jul 2025
Emilio Porcu, Roy El Moukari, Laurent Najman, Francisco Herrera and Horst Simon
Khalifa University, Khalifa University, Gustave Eiffel University, University of Granada and Abu Dhabi Investment Authority
Downloads 33 (1,290,922)

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Data Agent, Data Universe, Divergence, Mission, Route-to-Discovery

5.

The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways

Number of pages: 39 Posted: 16 Jan 2025
Daniel Molina Cabrera, Javier Del Ser, Javier Poyatos and Francisco Herrera
University of Granada, University of the Basque Country, University of Granada and University of Granada
Downloads 32 (1,290,922)

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Bioinspired Computation, Evolutionary ComputationMetaheuristics, Methodological critique, Benchmarking, Innovation

6.

Improving (Α, F)-Byzantine Resilience in Federated Learning Via Layerwise Aggregation and Cosine Distance

Number of pages: 27 Posted: 02 Apr 2025
Mario García-Márquez, Nuria Rodríguez-Barroso, María Victoria Luzón and Francisco Herrera
University of Granada, University of Granada, University of Granada and University of Granada
Downloads 20 (1,459,862)

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Federated learning, Robust Aggregation, Machine learning, Krum, Adversarial Attacks

7.

Featured Reproducing Kernel Banach Spaces for Learning and Neural Networks

Number of pages: 38 Posted: 03 Jul 2026
M. Victoria Velasco, Isabel de l and Francisco Herrera
University of Granada, University of Granada and University of Granada
Downloads 10

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RKHS, RKBS, featured RKBS, feature map, kernel function, special featured RKBS, vector valued featured RKBS, minimal norm interpolation problem, regularization problem, representer theorem, neural network.

8.

'From Apophatic Interpretability to Accountable Explainability: A Layered Governance Architecture for Structural Opacity in Explainable AI

Number of pages: 28 Posted: 15 May 2026
Francisco Herrera, João Gama, Salvador García, María José del Jesus, Marcos López del Prado and Luciano Sanchez
University of Granada, affiliation not provided to SSRN, University of Granada, University of Jaén, Cornell University and University of Oviedo
Downloads 9 (1,561,096)

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Explainable AI (XAI), structural opacity, apophatic interpretability, accountable explainability, AI governance \sep epistemic limits, Trustworthy AI

9.

Stood-X Methodology: Using Statistical Nonparametric Test for Ood Detection Large-Scale Datasets Enhanced with Explainability

Number of pages: 35 Posted: 03 Jun 2025
Iván Sevillano-García, Julián Luengo and Francisco Herrera
University of Granada, University of Granada and University of Granada
Downloads 6 (1,566,597)

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Explainable artificial intelligence, Deep Learning, Out-of-Distribution