


default search action
Javier Del Ser
Person information
Refine list

refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
- [j178]Alain Andres
, Lukas Schäfer, Stefano V. Albrecht, Javier Del Ser
:
Using offline data to speed up Reinforcement Learning in procedurally generated environments. Neurocomputing 618: 129079 (2025) - [j177]José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser
, Francisco Herrera:
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A data-morphology-based counterfactual generation method for trustworthy artificial intelligence. Inf. Sci. 701: 121844 (2025) - [j176]Marilyn Bello, Rosalís Amador, María-Matilde García, Javier Del Ser
, Pablo Mesejo
, Oscar Cordón:
The level of strength of an explanation: A quantitative evaluation technique for post-hoc XAI methods. Pattern Recognit. 161: 111221 (2025) - 2024
- [j175]Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang:
Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method. Artif. Intell. Medicine 154: 102930 (2024) - [j174]Pathmanathan Pankayaraj
, Natalia Díaz Rodríguez
, Javier Del Ser:
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning. Cogn. Comput. 16(1): 425-453 (2024) - [j173]Hao Li
, Yang Nan, Javier Del Ser, Guang Yang
:
Large-Kernel Attention for 3D Medical Image Segmentation. Cogn. Comput. 16(4): 2063-2077 (2024) - [j172]Mingfu Xiong, Hanmei Chen, Yi Wen, Abdul Khader Jilani Saudagar, Javier Del Ser, Khan Muhammad:
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment. Cogn. Comput. 16(5): 2701-2712 (2024) - [j171]Xiaodan Xing
, Huanjun Wu
, Lichao Wang
, Iain Stenson
, May Yong
, Javier Del Ser
, Simon Walsh
, Guang Yang
:
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey. ACM Comput. Surv. 56(7): 165:1-165:35 (2024) - [j170]Izaskun Mendia
, Sergio Gil-Lopez
, Iñaki Grau, Javier Del Ser
:
A novel approach for the detection of anomalous energy consumption patterns in industrial cyber-physical systems. Expert Syst. J. Knowl. Eng. 41(2) (2024) - [j169]Leandro A. Passos
, Danilo Samuel Jodas
, Kelton A. P. Costa
, Luis Antônio de Souza
, Douglas Rodrigues
, Javier Del Ser
, David Camacho
, João Paulo Papa
:
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41(8) (2024) - [j168]Haroon Wahab, Irfan Mehmood, Hassan Ugail, Javier Del Ser, Khan Muhammad:
Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies. Future Gener. Comput. Syst. 152: 361-371 (2024) - [j167]María Victoria Luzón
, Nuria Rodríguez Barroso
, Alberto Argente-Garrido
, Daniel Jiménez-López
, Jose M. Moyano
, Javier Del Ser
, Weiping Ding
, Francisco Herrera
:
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends. IEEE CAA J. Autom. Sinica 11(4): 824-850 (2024) - [j166]Marcos Barcina-Blanco
, Jesus L. Lobo
, Pablo García Bringas
, Javier Del Ser
:
Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects. Neurocomputing 599: 128073 (2024) - [j165]Isaac Triguero
, Daniel Molina, Javier Poyatos
, Javier Del Ser, Francisco Herrera:
General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance. Inf. Fusion 103: 102135 (2024) - [j164]Luca Longo
, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith
, Simone Stumpf:
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion 106: 102301 (2024) - [j163]Javier Del Ser
, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez
, Francisco Herrera, Anna Saranti
, Andreas Holzinger
:
On generating trustworthy counterfactual explanations. Inf. Sci. 655: 119898 (2024) - [j162]Mingfu Xiong
, Yang Xu, Ruimin Hu
, Zhongyuan Wang, Javier Del Ser
, Khan Muhammad, Zixiang Xiong:
Domain generalized person reidentification based on skewness regularity of higher-order statistics. Knowl. Based Syst. 301: 112206 (2024) - [j161]Javier Sánchez Cubillo
, Javier Del Ser
, José Luis Martín
:
Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence. Sensors 24(12): 3721 (2024) - [j160]M. Tanveer
, M. Sajid
, Mushir Akhtar
, Abdul Quadir
, Tripti Goel
, Aroof Aimen
, Sushmita Mitra
, Yu-Dong Zhang, Chin-Teng Lin
, Javier Del Ser
:
Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges. IEEE Trans. Fuzzy Syst. 32(10): 5477-5492 (2024) - [j159]Ibai Laña
, Ignacio (Iñaki) Olabarrieta
, Javier Del Ser:
Measuring the Confidence of Single-Point Traffic Forecasting Models: Techniques, Experimental Comparison, and Guidelines Toward Their Actionability. IEEE Trans. Intell. Transp. Syst. 25(9): 11180-11199 (2024) - [j158]Yang Nan
, Javier Del Ser
, Zeyu Tang
, Peng Tang
, Xiaodan Xing, Yingying Fang, Francisco Herrera
, Witold Pedrycz
, Simon Walsh, Guang Yang
:
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7391-7404 (2024) - [j157]Sheezan Fayaz
, Shabir A. Parah
, G. J. Qureshi, Jaime Lloret
, Javier Del Ser
, Khan Muhammad
:
Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles. IEEE Trans. Veh. Technol. 73(2): 1726-1735 (2024) - [c187]Guillermo Villate-Castillo, Borja Sanz, Javier Del Ser:
Mitigating Toxicity in Dialogue Agents through Adversarial Reinforcement Learning. AEQUITAS@ECAI 2024 - [c186]Amaia Abanda
, Ainhoa Pujana
, Javier Del Ser
:
Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models. CAEPIA 2024: 194-203 - [c185]Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas:
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarization. ECAI 2024: 1919-1926 - [c184]Nuria Rodríguez Barroso, Javier Del Ser, María Victoria Luzón, Francisco Herrera:
Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability. FUZZ 2024: 1-8 - [c183]Marcos Barcina-Blanco
, Jesus L. Lobo
, Pablo García Bringas
, Javier Del Ser
:
Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams. HAIS (1) 2024: 139-152 - [c182]Aitor Martínez-Seras, Alain Andres, Javier Del Ser:
Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies. IJCNN 2024: 1-10 - [c181]Javier Del Ser, Aitor Martínez-Seras, Miren Nekane Bilbao, Jesus L. Lobo, Ibai Laña, Francisco Herrera:
Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression. IJCNN 2024: 1-8 - [i94]Cristian Ramírez-Atencia, Javier Del Ser, David Camacho:
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning. CoRR abs/2402.18749 (2024) - [i93]Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang:
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI. CoRR abs/2405.09597 (2024) - [i92]José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser, Francisco Herrera:
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence. CoRR abs/2405.12326 (2024) - [i91]Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas:
Emerging NeoHebbian Dynamics in Forward-Forward Learning: Implications for Neuromorphic Computing. CoRR abs/2406.16479 (2024) - [i90]Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang:
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method. CoRR abs/2407.03542 (2024) - [i89]Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser:
AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency. CoRR abs/2407.05379 (2024) - [i88]Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera:
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects. CoRR abs/2407.08745 (2024) - [i87]Erik B. Terres-Escudero, Javier Del Ser, Aitor Martínez-Seras, Pablo García Bringas:
On the Robustness of Fully-Spiking Neural Networks in Open-World Scenarios using Forward-Only Learning Algorithms. CoRR abs/2407.14097 (2024) - [i86]Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas:
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarization. CoRR abs/2408.09210 (2024) - [i85]Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas:
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks. CoRR abs/2409.07387 (2024) - [i84]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems. CoRR abs/2410.03205 (2024) - [i83]Alain Andres, Javier Del Ser:
Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models. CoRR abs/2410.07404 (2024) - [i82]Unai Ruiz-Gonzalez, Alain Andres, Pedro G. Bascoy, Javier Del Ser:
Words as Beacons: Guiding RL Agents with High-Level Language Prompts. CoRR abs/2410.08632 (2024) - [i81]Alain Andres, Aitor Martínez-Seras, Ibai Laña, Javier Del Ser:
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications. CoRR abs/2411.00818 (2024) - [i80]Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser:
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams. CoRR abs/2411.00876 (2024) - [i79]Iñigo Delgado-Enales, Joshua Lizundia-Loiola, Patricia Molina-Costa, Javier Del Ser:
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas. CoRR abs/2411.03162 (2024) - [i78]Guillermo Villate-Castillo, Javier Del Ser, Borja Sanz:
A Collaborative Content Moderation Framework for Toxicity Detection based on Conformalized Estimates of Annotation Disagreement. CoRR abs/2411.04090 (2024) - [i77]Aitor Martínez-Seras, Javier Del Ser, Alain Andres, Pablo García Bringas:
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data. CoRR abs/2411.04586 (2024) - [i76]Jesus L. Lobo, Javier Del Ser:
Can transformative AI shape a new age for our civilization?: Navigating between speculation and reality. CoRR abs/2412.08273 (2024) - 2023
- [j156]Dusan Fister, Jorge Pérez-Aracil
, César Peláez-Rodríguez
, Javier Del Ser
, Sancho Salcedo-Sanz:
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques. Appl. Soft Comput. 136: 110118 (2023) - [j155]Javier Poyatos
, Daniel Molina
, Aitor Martínez-Seras, Javier Del Ser, Francisco Herrera:
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness. Appl. Soft Comput. 147: 110757 (2023) - [j154]Sanjay Kumar
, Abhishek Mallik, Akshi Kumar
, Javier Del Ser, Guang Yang
:
Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals. Comput. Biol. Medicine 153: 106511 (2023) - [j153]Piotr S. Maciag, Robert Bembenik, Aleksandra Piekarzewicz
, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov
:
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks. Environ. Model. Softw. 170: 105851 (2023) - [j152]Helena Liz
, Javier Huertas-Tato
, Manuel A. Sánchez-Montañés
, Javier Del Ser
, David Camacho
:
Deep learning for understanding multilabel imbalanced Chest X-ray datasets. Future Gener. Comput. Syst. 144: 291-306 (2023) - [j151]Kit Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi, Vasile Palade, Duc-Son Pham
, Javier Del Ser, Khan Muhammad:
Deep neural networks in the cloud: Review, applications, challenges and research directions. Neurocomputing 545: 126327 (2023) - [j150]M. Tanveer, Aryan Rastogi
, Vardhan Paliwal
, M. A. Ganaie, Ashwani Kumar Malik, Javier Del Ser, Chin-Teng Lin
:
Ensemble deep learning in speech signal tasks: A review. Neurocomputing 550: 126436 (2023) - [j149]Biao Zhao
, Weiqiang Jin
, Javier Del Ser
, Guang Yang
:
ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification. Neurocomputing 557: 126708 (2023) - [j148]Leandro A. Passos
, João Paulo Papa, Javier Del Ser, Amir Hussain, Ahsan Adeel:
Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement. Inf. Fusion 90: 1-11 (2023) - [j147]Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang
, Javier Del Ser, Lin Xu
:
Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation. Inf. Fusion 92: 1-12 (2023) - [j146]Nasir Rahim
, Shaker H. Ali El-Sappagh, Sajid Ali, Khan Muhammad
, Javier Del Ser, Tamer Abuhmed
:
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data. Inf. Fusion 92: 363-388 (2023) - [j145]Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu
, Jiande Sun, Javier Del Ser, Eyad Elyan, Amir Hussain:
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead. Inf. Fusion 93: 227-242 (2023) - [j144]Muhammad Tanveer
, M. A. Ganaie, Iman Beheshti
, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai
, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin
:
Deep learning for brain age estimation: A systematic review. Inf. Fusion 96: 130-143 (2023) - [j143]Shuai Liu
, Shichen Huang, Shuai Wang, Khan Muhammad
, Paolo Bellavista
, Javier Del Ser:
Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows. Inf. Fusion 96: 281-296 (2023) - [j142]Sajid Ali, Tamer Abuhmed
, Shaker H. Ali El-Sappagh, Khan Muhammad
, Jose Maria Alonso-Moral
, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez
, Francisco Herrera:
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion 99: 101805 (2023) - [j141]Natalia Díaz Rodríguez
, Javier Del Ser
, Mark Coeckelbergh, Marcos López de Prado, Enrique Herrera-Viedma, Francisco Herrera:
Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation. Inf. Fusion 99: 101896 (2023) - [j140]Aitor Martínez-Seras
, Javier Del Ser, Jesus L. Lobo, Pablo García Bringas, Nikola K. Kasabov
:
A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability. Inf. Fusion 100: 101943 (2023) - [j139]Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez-Cámara
, Javier Del Ser, David Camacho
:
A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges. J. Ambient Intell. Humaniz. Comput. 14(8): 9869-9905 (2023) - [j138]Samee Ullah Khan
, Noman Khan
, Tanveer Hussain
, Khan Muhammad
, Mohammad Hijji
, Javier Del Ser
, Sung Wook Baik
:
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning. IEEE J. Sel. Top. Signal Process. 17(3): 575-586 (2023) - [j137]Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
:
AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus. Neural Comput. Appl. 35(22): 16011-16020 (2023) - [j136]Alain Andres
, Esther Villar-Rodriguez, Javier Del Ser:
Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share? Neural Comput. Appl. 35(23): 16753-16780 (2023) - [j135]Hao Li
, Yang Nan, Javier Del Ser, Guang Yang
:
Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation. Neural Comput. Appl. 35(30): 22071-22085 (2023) - [j134]Khan Muhammad
, Javier Del Ser, Naércio Magaia, Ramon Fonseca, Tanveer Hussain
, Amir H. Gandomi
, Mahmoud Daneshmand, Victor Hugo C. de Albuquerque:
Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives. IEEE Netw. 37(2): 246-252 (2023) - [j133]Javier Poyatos
, Daniel Molina
, Aritz D. Martinez, Javier Del Ser, Francisco Herrera:
EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks. Neural Networks 158: 59-82 (2023) - [j132]Ming Li
, Yingying Fang
, Zeyu Tang
, Chibudom Onuorah
, Jun Xia, Javier Del Ser
, Simon Walsh, Guang Yang
:
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 26-35 (2023) - [j131]Xiaodan Xing, Javier Del Ser
, Yinzhe Wu, Yang Li
, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
:
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. IEEE J. Biomed. Health Informatics 27(10): 5134-5142 (2023) - [j130]Eric L. Manibardo
, Ibai Laña
, Esther Villar-Rodriguez
, Javier Del Ser
:
A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles. IEEE Trans. Intell. Transp. Syst. 24(8): 8701-8715 (2023) - [j129]Iñigo Delgado-Enales
, Javier Del Ser, Patricia Molina-Costa:
A framework to improve urban accessibility and environmental conditions in age-friendly cities using graph modeling and multi-objective optimization. Comput. Environ. Urban Syst. 102: 101966 (2023) - [c180]Branko Miloradovic, Eneko Osaba, Javier Del Ser, Vuk Vujovic, Alessandro V. Papadopoulos:
On the Design and Performance of a Novel Metaheuristic Solver for the Extended Colored Traveling Salesman Problem. ITSC 2023: 1955-1962 - [c179]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Multi-step Ahead Visual Trajectory Prediction for Object Tracking using Echo State Networks. ITSC 2023: 4782-4789 - [c178]Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser:
Efficient Platooning for Urban Last Mile Logistics Using Multi-Objective Optimization: Performance Comparison and Load Strategies. ITSC 2023: 4790-4797 - [c177]Panagiotis Fafoutellis, Ibai Laña, Javier Del Ser, Eleni I. Vlahogianni:
A Causal Deep Learning Framework for Traffic Forecasting. ITSC 2023: 5047-5053 - [c176]Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas:
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery. ITSC 2023: 5756-5763 - [c175]Iñigo Delgado-Enales
, Patricia Molina-Costa, Javier Del Ser:
Spatial Estimation of Ground-Level Temperature for Climate-Sensitive Urban Mobility using Image-to-Image Deep Neural Networks. ITSC 2023: 6206-6212 - [c174]Eric L. Manibardo, Ibai Laña, Javier Del Ser, Alexander Carballo, Kazuya Takeda:
Expert-driven Rule-based Refinement of Semantic Segmentation Maps for Autonomous Vehicles. IV 2023: 1-8 - [c173]Jesús Para
, Javier Del Ser
, Antonio J. Nebro
:
Solving a Multi-objective Job Shop Scheduling Problem with an Automatically Configured Evolutionary Algorithm. OLA 2023: 48-61 - [c172]Javier Del Ser, Alain Andres
, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo:
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks. SSCI 2023: 1346-1351 - [c171]Alain Andres
, Daochen Zha, Javier Del Ser:
Enhanced Generalization Through Prioritization and Diversity in Self-Imitation Reinforcement Learning Over Procedural Environments with Sparse Rewards. SSCI 2023: 1414-1420 - [i75]Javier Poyatos, Daniel Molina, Aitor Martínez-Seras, Javier Del Ser, Francisco Herrera:
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness. CoRR abs/2302.10253 (2023) - [i74]Jesus L. Lobo, Ibai Laña, Eneko Osaba, Javier Del Ser:
On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence. CoRR abs/2303.07940 (2023) - [i73]Alain Andres, Lukas Schäfer, Esther Villar-Rodriguez, Stefano V. Albrecht, Javier Del Ser:
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments. CoRR abs/2304.09825 (2023) - [i72]Natalia Díaz Rodríguez, Javier Del Ser, Mark Coeckelbergh, Marcos López de Prado
, Enrique Herrera-Viedma, Francisco Herrera:
Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation. CoRR abs/2305.02231 (2023) - [i71]Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang:
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification. CoRR abs/2305.15024 (2023) - [i70]Isaac Triguero
, Daniel Molina, Javier Poyatos, Javier Del Ser, Francisco Herrera:
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Open Challenges and Implications. CoRR abs/2307.14283 (2023) - [i69]Luca Longo
, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf:
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR abs/2310.19775 (2023) - [i68]Alain Andres, Daochen Zha, Javier Del Ser:
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards. CoRR abs/2311.00426 (2023) - [i67]Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser:
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning. CoRR abs/2312.03177 (2023) - [i66]Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas:
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery. CoRR abs/2312.07466 (2023) - [i65]Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser:
Managing the unknown: a survey on Open Set Recognition and tangential areas. CoRR abs/2312.08785 (2023) - 2022
- [j128]Jiahao Huang
, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
:
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information. Appl. Intell. 52(13): 14693-14710 (2022) - [j127]Javier Del Ser
, David Casillas-Perez
, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo
, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives. Appl. Soft Comput. 118: 108526 (2022) - [j126]Eneko Osaba
, Javier Del Ser, Aritz D. Martinez
, Amir Hussain:
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions. Cogn. Comput. 14(3): 927-954 (2022) - [j125]Khan Muhammad
, Mohammad S. Obaidat, Tanveer Hussain
, Javier Del Ser, Neeraj Kumar
, Muhammad Tanveer
, Faiyaz Doctor:
Fuzzy Logic in Surveillance Big Video Data Analysis: Comprehensive Review, Challenges, and Research Directions. ACM Comput. Surv. 54(3): 68:1-68:33 (2022) - [j124]Qiushi Shi
, Ponnuthurai Nagaratnam Suganthan, Javier Del Ser
:
Jointly optimized ensemble deep random vector functional link network for semi-supervised classification. Eng. Appl. Artif. Intell. 115: 105214 (2022) - [j123]Waseem Ullah
, Amin Ullah
, Tanveer Hussain
, Khan Muhammad
, Ali Asghar Heidari
, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. Future Gener. Comput. Syst. 129: 286-297 (2022) - [j122]Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao
, Pengfei Zhang
, Khan Muhammad
, Javier Del Ser
:
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. Future Gener. Comput. Syst. 130: 128-139 (2022) - [j121]Bing Jia, Wenling Qiao, Zhaopeng Zong, Shuai Liu
, Mohammad Hijji
, Javier Del Ser, Khan Muhammad
:
A fingerprint-based localization algorithm based on LSTM and data expansion method for sparse samples. Future Gener. Comput. Syst. 137: 380-393 (2022) - [j120]Jiahao Huang, Yingying Fang
, Yinzhe Wu, Huanjun Wu, Zhifan Gao
, Yang Li, Javier Del Ser, Jun Xia, Guang Yang:
Swin transformer for fast MRI. Neurocomputing 493: 281-304 (2022) - [j119]Andreas Holzinger
, Matthias Dehmer, Frank Emmert-Streib
, Rita Cucchiara, Isabelle Augenstein
, Javier Del Ser, Wojciech Samek