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J. del Ser · SciRah

Researcher profile · Semantic Scholar

J. del Ser

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J. del Ser — researcher profile on SciRah

h-index: 63
Works: 514
Citations: 28K

Most-cited papers

Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions
Longo Luca, Mario Brcic, Federico Cabitza, Jaesik Choi +15 more
2023Information Fusion634 citations Open access
Semantic Scholar
Deep neural networks in the cloud: Review, applications, challenges and research directions
Kit-Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi +4 more
2023Neurocomputing180 citations Open access
Semantic Scholar
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead
Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu +4 more
2023Information Fusion130 citations Open access
Semantic Scholar
On generating trustworthy counterfactual explanations
J. del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera +2 more
2024Information Sciences114 citations Open access
Semantic Scholar
General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
I. Triguero, D. Molina, J. Poyatos, J. del Ser +1 more
2024Information Fusion82 citations Open access
Semantic Scholar
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
S. Salcedo-Sanz, J. Pérez-Aracil, G. Ascenso, J. del Ser +7 more
2023Theoretical and Applied Climatology75 citations Open access
Semantic Scholar
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques
D. Fister, J. Pérez-Aracil, C. Peláez-Rodríguez, J. del Ser +1 more
2023Applied Soft Computing71 citations Open access
Semantic Scholar
Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges
M. Tanveer, M. Sajid, M. Akhtar, A. Quadir +6 more
2024IEEE transactions on fuzzy systems68 citations
Semantic Scholar
Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles
Sheezan Fayaz, S. A. Parah, G. Qureshi, Jaime Lloret +2 more
2024IEEE Transactions on Vehicular Technology68 citations Open access
Semantic Scholar
Ensemble deep learning for Alzheimer’s disease characterization and estimation
M. Tanveer, T. Goel, R. Sharma, A. K. Malik +4 more
2024Nature Mental Health59 citations
Semantic Scholar
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
M. V. Luzón, Nuria Rodríguez-Barroso, A. Argente-Garrido, Daniel Jiménez-López +4 more
2024IEEE/CAA Journal of Automatica Sinica52 citations
Semantic Scholar
Ensemble deep learning in speech signal tasks: A review
M. Tanveer, Aryan Rastogi, Vardhan Paliwal, M. A. Ganaie +3 more
2023Neurocomputing46 citations
Semantic Scholar
A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption
Pedro A. Moreno-Sánchez, J. del Ser, M. van Gils, J. Hernesniemi
2025Information Fusion45 citations Open access
Semantic Scholar
Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence
Javier Sanchez-Cubillo, J. del Ser, J. L. Martin
2024Italian National Conference on Sensors29 citations Open access
Semantic Scholar
On the caveats of AI autophagy
Xiaodan Xing, Fadong Shi, Jia-Hao Huang, Yin-Zhe Wu +7 more
2025Nature Machine Intelligence27 citations Open access
Semantic Scholar
Adaptive Clustering and Weighted Regularization Contrastive Learning Framework for Unsupervised Person Re-Identification
Ming-Fu Xiong, Kaikang Hu, Zhong-Yuan Wang, Rui-Min Hu +4 more
2025IEEE transactions on multimedia25 citations
Semantic Scholar
Enhancing trust in automated 3D point cloud data interpretation through explainable counterfactuals
Andreas Holzinger, N. Lukač, Džemail Rožajac, Emile Johnston +7 more
2025Information Fusion23 citations Open access
Semantic Scholar
The level of strength of an explanation: A quantitative evaluation technique for post-hoc XAI methods
Marilyn Bello, Rosalís Amador, María-Matilde García, J. del Ser +2 more
2024Pattern Recognition23 citations Open access
Semantic Scholar
Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization
Zhi-Fan Gao, Sai-Di Guo, Chenchu Xu, Jing-Lin Zhang +3 more
2025IEEE transactions on circuits and systems for video technology (Print)21 citations
Semantic Scholar
Multi-Objective Optimization for Multimodal Multi-Objective Multi-Point Shortest Path Problem Considering Unforeseeable Road Eventualities
Zhiwei Xu, Kai Zhang, J. del Ser, Mi-Qing Li +3 more
2025IEEE transactions on intelligent transportation systems (Print)20 citations
Semantic Scholar
What can artificial intelligence do for soil health in agriculture?
Stefan Schweng, L. Bernardini, K. Keiblinger, Hans-Peter Kaul +4 more
2026Computer Science Review18 citations Open access
Semantic Scholar
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications
Alain Andres, Aitor Martínez-Seras, I. Laña, J. del Ser
2024Results in Engineering18 citations Open access
Semantic Scholar
HPRNet: Human Parsing Reconstruction With Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification
Ming-Fu Xiong, Long-Long Ge, Rui-Min Hu, Khan Muhammad +4 more
2026IEEE transactions on circuits and systems for video technology (Print)17 citations
Semantic Scholar
A Framework for Responsible AI Systems: Building Societal Trust through Domain Definition, Trustworthy AI Design, Auditability, Accountability, and Governance
Andrés Herrera-Poyatos, J. del Ser, Marcos L'opez de Prado, Fei-Yue Wang +2 more
202513 citations
Semantic Scholar
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways
D. Molina, J. del Ser, J. Poyatos, Francisco Herrera
2025Swarm and Evolutionary Computation12 citations
Semantic Scholar
Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects
Marcos Barcina-Blanco, Jesus L. Lobo, P. Bringas, J. del Ser
2024Neurocomputing12 citations Open access
Semantic Scholar
Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network
Altaf Hussain, Tanveer Hussain, Waseem Ullah, Samee Ullah Khan +4 more
2025IEEE Transactions on Big Data11 citations
Semantic Scholar
Research Frontiers in Machine Learning & Knowledge Extraction
Andreas Holzinger, Luca Longo, Angelo Cangelosi, J. del Ser
2025Machine Learning and Knowledge Extraction11 citations Open access
Semantic Scholar
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI
Xiaodan Xing, Fadong Shi, Jia-Hao Huang, Yin-Zhe Wu +7 more
2024arXiv.org11 citations
Semantic Scholar
Can transformative AI shape a new age for our civilization?: Navigating between speculation and reality
J. Lobo, J. del Ser
2024arXiv.org10 citations
Semantic Scholar
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery
Aitor Martinez Seras, J. del Ser, Pablo García-Bringas
20232023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)10 citations Open access
Semantic Scholar
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments
Alain Andres, Lukas Schäfer, Esther Villar-Rodriguez, Stefano V. Albrecht +1 more
2023Neurocomputing10 citations Open access
Semantic Scholar
LLM in the Loop: A Framework for Contextualizing Counterfactual Segment Perturbations in Point Clouds
Veljka Kočić, N. Lukač, Džemail Rožajac, Stefan Schweng +5 more
2025IEEE Access9 citations Open access
Semantic Scholar
World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child
J. del Ser, J. Lobo, H. Müller, A. Holzinger
2025arXiv.org9 citations
Semantic Scholar
Explaining 3D Semantic Segmentation Through Generative AI‐Based Counterfactuals
Džemail Rožajac, N. Lukač, Stefan Schweng, C. Gollob +4 more
2025Expert Syst. J. Knowl. Eng.9 citations Open access
Semantic Scholar
A machine learning approach for the efficient estimation of ground-level air temperature in urban areas
Iñigo Delgado-Enales, Joshua Lizundia-Loyola, Patricia Molina-Costa, J. del Ser
2025Urban Climate8 citations Open access
Semantic Scholar
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method
Shiyi Wang, Yang Nan, Sheng Zhang, Federico N. Felder +5 more
2024Artif. Intell. Medicine8 citations Open access
Semantic Scholar
On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence
J. Lobo, I. Laña, E. Osaba, J. del Ser
2023Conference on Algebraic Informatics8 citations
Semantic Scholar
Measuring the Confidence of Single-Point Traffic Forecasting Models: Techniques, Experimental Comparison, and Guidelines Toward Their Actionability
I. Laña, I. Olabarrieta, J. del Ser
2024IEEE transactions on intelligent transportation systems (Print)7 citations Open access
Semantic Scholar
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
D. Molina, J. Poyatos, J. del Ser, Salvador García +5 more
2024IEEE Transactions on Evolutionary Computation7 citations Open access
Semantic Scholar
A Multi-Modal Assessment Framework for Comparison of Specialized Deep Learning and General-Purpose Large Language Models
Mohammad Nadeem, S. Sohail, D. Madsen, A. Alzahrani +2 more
2025IEEE Transactions on Big Data6 citations
Semantic Scholar
Leveraging Programmable Logic Controllers for Machine Learning Applications in Industrial Setups
David Zamora-Arranz, Pablo García-Bringas, Juan J. Gude, J. del Ser
2026Results in Engineering5 citations Open access
Semantic Scholar
A systematic review of toxicity in large language models: definitions, datasets, detectors, detoxification methods and challenges
Guillermo Villate-Castillo, J. del Ser, Borja Sanz-Urquijo
2026Artificial Intelligence Review5 citations Open access
Semantic Scholar
Forward-Forward Learning achieves Highly Selective Latent Representations for Out-of-Distribution Detection in Fully Spiking Neural Networks
Erik B. Terres-Escudero, J. del Ser, Aitor Martínez-Seras, Pablo García-Bringas
20245 citations
Semantic Scholar
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas
Iñigo Delgado-Enales, Joshua Lizundia-Loiola, Patricia Molina-Costa, J. del Ser
2024arXiv.org5 citations
Semantic Scholar
A collaborative content moderation framework for toxicity detection based on multitask neural networks and conformal estimates of annotation disagreement
Guillermo Villate-Castillo, J. del Ser, Borja Sanz
2024Neurocomputing5 citations Open access
Semantic Scholar
When AI Eats Itself: On the Caveats of AI Autophagy
Xiaodan Xing, Fadong Shi, Jia-Hao Huang, Yin-Zhe Wu +7 more
20244 citations
Semantic Scholar
Membership Inference Attacks Fueled by Few-Shot Learning to Detect Privacy Leakage and Address Data Integrity
Daniel Jiménez-López, Nuria Rodríguez Barroso, M. V. Luzón, J. del Ser +1 more
2025Machine Learning and Knowledge Extraction3 citations Open access
Semantic Scholar
Efficient bridge damage detection using a lightweight attention‐based modeling framework
Junjie Huang, Yong-Zhuo Zhu, Ming-Fu Xiong, J. del Ser +3 more
2025Comput. Aided Civ. Infrastructure Eng.3 citations Open access
Semantic Scholar
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks
Erik B. Terres-Escudero, J. del Ser, P. Bringas
2024CoLLAs3 citations
Semantic Scholar

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