CIENCIAS DE LA COMPUTACIÓN E INTELIGENCIA ARTIFICIAL
Departamento
Javier del
Ser Lorente
Publicaciones en las que colabora con Javier del Ser Lorente (29)
2024
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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
IEEE/CAA Journal of Automatica Sinica, Vol. 11, Núm. 4, pp. 824-850
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General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
Information Fusion, Vol. 103
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On generating trustworthy counterfactual explanations
Information Sciences, Vol. 655
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Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
Cognitive Computation, Vol. 16, Núm. 1, pp. 425-453
2023
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A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges
Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 8, pp. 9869-9905
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Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Information Fusion, Vol. 99
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EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks
Neural Networks, Vol. 158, pp. 59-82
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Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
Information Fusion, Vol. 99
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Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness
Applied Soft Computing, Vol. 147
2022
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A framework for adapting online prediction algorithms to outlier detection over time series
Knowledge-Based Systems, Vol. 256
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Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning
IEEE Transactions on Evolutionary Computation, Vol. 26, Núm. 2, pp. 233-247
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Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions
Information Fusion, Vol. 82, pp. 99-122
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Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification
Knowledge-Based Systems, Vol. 258
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Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
Information Fusion, Vol. 79, pp. 263-278
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Optimización inspirada en la naturaleza y en la biología: lo bueno, lo malo, lo feo y lo esperanzador
Revista DYNA, Vol. 97, Núm. 2, pp. 114-117
2021
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A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems
Swarm and Evolutionary Computation, Vol. 64
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A prescription of methodological guidelines for comparing bio-inspired optimization algorithms
Swarm and Evolutionary Computation, Vol. 67
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AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking
Information Sciences, Vol. 570, pp. 577-598
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CURIE: a cellular automaton for concept drift detection
Data Mining and Knowledge Discovery, Vol. 35, Núm. 6, pp. 2655-2678