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Journal Articles
- 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) - 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) - 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, Igor Jurisica, Natalia Díaz Rodríguez:
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence. Inf. Fusion 79: 263-278 (2022) - [j118]Yang Nan, Javier Del Ser, Simon Walsh, Carola Schönlieb, Michael Roberts, Ian Selby, Kit Howard, John Owen, Jon Neville, Julien Guiot, Benoit Ernst, Ana Pastor, Angel Alberich-Bayarri, Marion I. Menzel, Sean Walsh, Wim Vos, Nina Flerin, Jean-Paul Charbonnier, Eva M. van Rikxoort, Avishek Chatterjee, Henry C. Woodruff, Philippe Lambin, Leonor Cerdá Alberich, Luis Martí-Bonmatí, Francisco Herrera, Guang Yang:
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions. Inf. Fusion 82: 99-122 (2022) - [j117]Shuai Wang, Xinyu Liu, Shuai Liu, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Victor Hugo C. de Albuquerque:
Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities. IEEE Internet Things J. 9(10): 7128-7139 (2022) - [j116]Alaiñe Iturria, Jokin Labaien, Santi Charramendieta, Aizea Lojo, Javier Del Ser, Francisco Herrera:
A framework for adapting online prediction algorithms to outlier detection over time series. Knowl. Based Syst. 256: 109823 (2022) - [j115]Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Díaz Rodríguez:
Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification. Knowl. Based Syst. 258: 109947 (2022) - [j114]Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser:
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification. Neural Comput. Appl. 34(13): 10257-10277 (2022) - [j113]Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano:
An active adaptation strategy for streaming time series classification based on elastic similarity measures. Neural Comput. Appl. 34(16): 13237-13252 (2022) - [j112]Eneko Osaba, Javier Del Ser, Carlos Cotta, Pablo Moscato:
Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods. Swarm Evol. Comput. 70: 101047 (2022) - [j111]Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan:
Evolutionary Multitask Optimization: Fundamental research questions, practices, and directions for the future. Swarm Evol. Comput. 75: 101203 (2022) - [j110]Aritz D. Martinez, Javier Del Ser, Eneko Osaba, Francisco Herrera:
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning. IEEE Trans. Evol. Comput. 26(2): 233-247 (2022) - [j109]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? IEEE Trans. Intell. Transp. Syst. 23(7): 6164-6188 (2022) - [j108]Brij B. Gupta, Dharma P. Agrawal, Muhammad Sajjad, Michael Sheng, Javier Del Ser:
Guest Editorial Artificial Intelligence and Deep Learning for Intelligent and Sustainable Traffic and Vehicle Management (VANETs). IEEE Trans. Intell. Transp. Syst. 23(10): 19575-19577 (2022) - [j107]Naércio Magaia, Pedro F. Ferreira, Paulo Rogério Pereira, Khan Muhammad, Javier Del Ser, Victor Hugo C. de Albuquerque:
Group'n Route: An Edge Learning-Based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 23(10): 19589-19601 (2022) - [j106]Khan Muhammad, Tanveer Hussain, Hayat Ullah, Javier Del Ser, Mahdi Rezaei, Neeraj Kumar, Mohammad Hijji, Paolo Bellavista, Victor Hugo C. de Albuquerque:
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks. IEEE Trans. Intell. Transp. Syst. 23(12): 22694-22715 (2022) - 2021
- [j105]Juan Antonio Guerra-Montenegro, Javier J. Sánchez Medina, Ibai Laña, David Sánchez-Rodríguez, Itziar G. Alonso-González, Javier Del Ser:
Computational Intelligence in the hospitality industry: A systematic literature review and a prospect of challenges. Appl. Soft Comput. 102: 107082 (2021) - [j104]Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera:
CURIE: a cellular automaton for concept drift detection. Data Min. Knowl. Discov. 35(6): 2655-2678 (2021) - [j103]Salman Khan, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Fabio Cuzzolin, Siddhartha Bhattacharyya, Zahid Akhtar, Victor Hugo C. de Albuquerque:
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments. Expert Syst. Appl. 182: 115125 (2021) - [j102]Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera:
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges. Inf. Fusion 67: 161-194 (2021) - [j101]Weiwei Zhang, Guang Yang, Nan Zhang, Lei Xu, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque:
Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis. Inf. Fusion 71: 64-76 (2021) - [j100]Ijaz Ul Haq, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Muhammad Sajjad, Sung Wook Baik:
QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion. Inf. Fusion 76: 24-35 (2021) - [j99]Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments. IEEE Internet Things J. 8(12): 9634-9644 (2021) - [j98]Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
LUNAR: Cellular automata for drifting data streams. Inf. Sci. 543: 467-487 (2021) - [j97]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera:
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. Inf. Sci. 570: 577-598 (2021) - [j96]Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser:
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. Neural Networks 139: 118-139 (2021) - [j95]Ibai Laña, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser:
From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability. Sensors 21(4): 1121 (2021) - [j94]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. Swarm Evol. Comput. 64: 100888 (2021) - [j93]Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Poyatos, Javier Del Ser, Francisco Herrera:
A prescription of methodological guidelines for comparing bio-inspired optimization algorithms. Swarm Evol. Comput. 67: 100973 (2021) - [j92]Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra:
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions. IEEE Trans. Ind. Informatics 17(11): 7760-7770 (2021) - [j91]Muhammad Sajjad, Muhammad Irfan, Khan Muhammad, Javier Del Ser, Javier J. Sánchez Medina, Sergey Andreev, Weiping Ding, Jong Weon Lee:
An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware. IEEE Trans. Intell. Transp. Syst. 22(3): 1718-1732 (2021) - [j90]Khan Muhammad, Amin Ullah, Jaime Lloret, Javier Del Ser, Victor Hugo C. de Albuquerque:
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions. IEEE Trans. Intell. Transp. Syst. 22(7): 4316-4336 (2021) - [j89]Khan Muhammad, Salman Khan, Javier Del Ser, Victor Hugo C. de Albuquerque:
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey. IEEE Trans. Neural Networks Learn. Syst. 32(2): 507-522 (2021) - 2020
- [j88]Eneko Osaba, Javier Del Ser, David Camacho, Miren Nekane Bilbao, Xin-She Yang:
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics. Appl. Soft Comput. 87: 106010 (2020) - [j87]Abdu Gumaei, Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Rafiul Hassan, David Camacho, Javier Del Ser, Giancarlo Fortino:
A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids. Appl. Soft Comput. 96: 106658 (2020) - [j86]Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque:
A critical literature survey and prospects on tampering and anomaly detection in image data. Appl. Soft Comput. 97(Part B): 106727 (2020) - [j85]Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera:
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations. Cogn. Comput. 12(5): 897-939 (2020) - [j84]Ana Maria Nogareda, Javier Del Ser, Eneko Osaba, David Camacho:
On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems. Expert Syst. J. Knowl. Eng. 37(6) (2020) - [j83]Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili:
Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges. Future Gener. Comput. Syst. 113: 266-280 (2020) - [j82]Marcus A. G. Santos, Roberto Muñoz, Rodrigo Olivares, Pedro Pedrosa Rebouças Filho, Javier Del Ser, Victor Hugo C. de Albuquerque:
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. Inf. Fusion 53: 222-239 (2020) - [j81]Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera:
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Inf. Fusion 58: 82-115 (2020) - [j80]Sergio González, Salvador García, Javier Del Ser, Lior Rokach, Francisco Herrera:
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities. Inf. Fusion 64: 205-237 (2020) - [j79]Eneko Osaba, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Xin-She Yang, Antonio D. Masegosa, Joshué Pérez Rastelli, Javier Del Ser:
Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 12(4): 6-9 (2020) - [j78]Eneko Osaba, Javier Del Ser, Andrés Iglesias, Xin-She Yang:
Soft Computing for Swarm Robotics: New Trends and Applications. J. Comput. Sci. 39 (2020) - [j77]Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola K. Kasabov:
Spiking Neural Networks and online learning: An overview and perspectives. Neural Networks 121: 88-100 (2020) - [j76]Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser:
Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning. Neural Networks 123: 118-133 (2020) - [j75]Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano:
Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences. Neural Networks 128: 61-72 (2020) - [j74]Josu Díaz-de-Arcaya, Raúl Miñón, Ana I. Torre-Bastida, Javier Del Ser, Aitor Almeida:
PADL: A Modeling and Deployment Language for Advanced Analytical Services. Sensors 20(23): 6712 (2020) - [j73]Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Fernando Veiga, Mariluz Penalva, Basilio Sierra:
Evolutionary LSTM-FCN networks for pattern classification in industrial processes. Swarm Evol. Comput. 54: 100650 (2020) - [j72]Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis:
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework. IEEE Trans. Commun. 68(4): 2491-2508 (2020) - [j71]Tanveer Hussain, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT. IEEE Trans. Ind. Informatics 16(4): 2592-2602 (2020) - [j70]Khan Muhammad, Tanveer Hussain, Javier Del Ser, Vasile Palade, Victor Hugo C. de Albuquerque:
DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios. IEEE Trans. Ind. Informatics 16(9): 5938-5947 (2020) - [j69]Javier Del Ser, Eneko Osaba, Javier J. Sánchez Medina, Iztok Fister Jr., Iztok Fister:
Bioinspired Computational Intelligence and Transportation Systems: A Long Road Ahead. IEEE Trans. Intell. Transp. Syst. 21(2): 466-495 (2020) - 2019
- [j68]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr., Matjaz Perc, Mitja Slavinec:
Novelty search for global optimization. Appl. Math. Comput. 347: 865-881 (2019) - [j67]María Jesús García-Godoy, Esteban López-Camacho, José García-Nieto, Javier Del Ser, Antonio J. Nebro, José Francisco Aldana Montes:
Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives. Appl. Soft Comput. 79: 30-45 (2019) - [j66]Jesus Para, Javier Del Ser, Antonio J. Nebro, Urko Zurutuza, Francisco Herrera:
Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0. Eng. Appl. Artif. Intell. 82: 30-43 (2019) - [j65]Alberto Diez-Olivan, Javier Del Ser, Diego Galar, Basilio Sierra:
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0. Inf. Fusion 50: 92-111 (2019) - [j64]Andoni Elola, Elisabete Aramendi, Unai Irusta, Javier Del Ser, Erik Alonso, Mohamud Daya:
ECG-based pulse detection during cardiac arrest using random forest classifier. Medical Biol. Eng. Comput. 57(2): 453-462 (2019) - [j63]Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano:
On-line Elastic Similarity Measures for time series. Pattern Recognit. 88: 506-517 (2019) - [j62]Carlos Camacho-Gómez, Silvia Jiménez-Fernández, R. Mallol-Poyato, Javier Del Ser, Sancho Salcedo-Sanz:
Optimal design of Microgrid's network topology and location of the distributed renewable energy resources using the Harmony Search algorithm. Soft Comput. 23(15): 6495-6510 (2019) - [j61]Eneko Osaba, Xin-She Yang, Iztok Fister Jr., Javier Del Ser, Pedro López-García, Alejo J. Vazquez-Pardavila:
A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection. Swarm Evol. Comput. 44: 273-286 (2019) - [j60]Cristian Ramírez-Atencia, Javier Del Ser, David Camacho:
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning. Swarm Evol. Comput. 44: 480-495 (2019) - [j59]Javier Del Ser, Zong Woo Geem, Xin-She Yang:
Foreword: New theoretical insights and practical applications of bio-inspired computation approaches. Swarm Evol. Comput. 45: 68-69 (2019) - [j58]Javier Del Ser, Eneko Osaba, Daniel Molina, Xin-She Yang, Sancho Salcedo-Sanz, David Camacho, Swagatam Das, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
Bio-inspired computation: Where we stand and what's next. Swarm Evol. Comput. 48: 220-250 (2019) - [j57]Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser:
jMetalPy: A Python framework for multi-objective optimization with metaheuristics. Swarm Evol. Comput. 51 (2019) - [j56]Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM. IEEE Trans. Ind. Electron. 66(12): 9692-9702 (2019) - [j55]Javier Del Ser, Javier J. Sánchez Medina, Eleni I. Vlahogianni:
Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility. IEEE Trans. Intell. Transp. Syst. 20(12): 4621-4623 (2019) - 2018
- [j54]Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz:
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments. Appl. Soft Comput. 68: 693-709 (2018) - [j53]Eneko Osaba, Javier Del Ser, Ali Sadollah, Miren Nekane Bilbao, David Camacho:
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem. Appl. Soft Comput. 71: 277-290 (2018) - [j52]Maria Arostegi, Ana I. Torre-Bastida, Miren Nekane Bilbao, Javier Del Ser:
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications. Expert Syst. J. Knowl. Eng. 35(5) (2018) - [j51]Aritz Pérez Martínez, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser:
Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments. Future Gener. Comput. Syst. 88: 792-805 (2018) - [j50]Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics. Neurocomputing 271: 18-27 (2018) - [j49]Iker Sobrón, Javier Del Ser, Iñaki Eizmendi, Manuel Vélez:
Device-Free People Counting in IoT Environments: New Insights, Results, and Open Challenges. IEEE Internet Things J. 5(6): 4396-4408 (2018) - [j48]Ibai Lana, Javier Del Ser, Manuel Vélez, Eleni I. Vlahogianni:
Road Traffic Forecasting: Recent Advances and New Challenges. IEEE Intell. Transp. Syst. Mag. 10(2): 93-109 (2018) - [j47]Jesus L. Lobo, Ibai Laña, Javier Del Ser, Miren Nekane Bilbao, Nikola K. Kasabov:
Evolving Spiking Neural Networks for online learning over drifting data streams. Neural Networks 108: 1-19 (2018) - 2017
- [j46]Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz:
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems. Appl. Soft Comput. 52: 760-770 (2017) - [j45]Antonio González-Pardo, Javier Del Ser, David Camacho:
Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems. Appl. Soft Comput. 60: 241-255 (2017) - [j44]Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks. Int. J. Bio Inspired Comput. 10(2): 109-118 (2017) - [j43]Antonio González-Pardo, Javier Del Ser, David Camacho:
Solving strategy board games using a CSP-based ACO approach. Int. J. Bio Inspired Comput. 10(2): 136-144 (2017) - [j42]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment. IEEE J. Sel. Areas Commun. 35(9): 2148-2162 (2017) - [j41]Julen Gomez-Cornejo, Aitzol Zuloaga, Igor Villalta, Javier Del Ser, Uli Kretzschmar, Jesús Lázaro:
A novel BRAM content accessing and processing method based on FPGA configuration bitstream. Microprocess. Microsystems 49: 64-76 (2017) - [j40]Itziar Landa-Torres, Diana Manjarres, Sonia Bilbao, Javier Del Ser:
Underwater Robot Task Planning Using Multi-Objective Meta-Heuristics. Sensors 17(4): 762 (2017) - [j39]Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro:
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems. Soft Comput. 21(17): 4939-4952 (2017) - 2016
- [j38]Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines. Concurr. Comput. Pract. Exp. 28(4): 1385-1395 (2016) - [j37]Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A feature selection method for author identification in interactive communications based on supervised learning and language typicality. Eng. Appl. Artif. Intell. 56: 175-184 (2016) - [j36]Jesus L. Lobo, Olga C. Santos, Jesus Boticario, Javier Del Ser:
Identifying recommendation opportunities for computer-supported collaborative environments. Expert Syst. J. Knowl. Eng. 33(5): 463-479 (2016) - [j35]Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras:
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria. Expert Syst. Appl. 55: 388-402 (2016) - [j34]Uli Kretzschmar, Julen Gomez-Cornejo, Armando Astarloa, Unai Bidarte, Javier Del Ser:
Synchronization of faulty processors in coarse-grained TMR protected partially reconfigurable FPGA designs. Reliab. Eng. Syst. Saf. 151: 1-9 (2016) - [j33]Sancho Salcedo-Sanz, Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Javier Del Ser:
A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids. Soft Comput. 20(11): 4287-4300 (2016) - 2015
- [j32]Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo:
On the application of multi-objective harmony search heuristics to the predictive deployment of firefighting aircrafts: a realistic case study. Int. J. Bio Inspired Comput. 7(5): 270-284 (2015) - [j31]Ana I. Torre-Bastida, Esther Villar-Rodriguez, Sergio Gil-Lopez, Javier Del Ser:
Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities. J. Univers. Comput. Sci. 21(6): 757-776 (2015) - 2014
- [j30]José María Cabero, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Javier Del Ser, José Luis Martín:
A novel range-free localization algorithm to turn connectivity traces and motion data into localization information. Ad Hoc Networks 20: 36-52 (2014) - [j29]Sancho Salcedo-Sanz, Pilar García-Díaz, José Antonio Portilla-Figueras, Javier Del Ser, Sergio Gil-Lopez:
A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion. Appl. Soft Comput. 24: 239-248 (2014) - [j28]Uli Kretzschmar, Armando Astarloa, Jaime Jimenez, Mikel Garay, Javier Del Ser:
Compact and Fast Fault Injection System for Robustness Measurements on SRAM-Based FPGAs. IEEE Trans. Ind. Electron. 61(5): 2493-2503 (2014) - [j27]José María Cabero, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Javier Del Ser, José Luis Martín:
Range-free localization algorithm based on connectivity and motion. Wirel. Networks 20(8): 2287-2305 (2014) - 2013
- [j26]Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Sancho Salcedo-Sanz, Roberto López-Valcarce:
On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks. Eng. Appl. Artif. Intell. 26(2): 669-676 (2013) - [j25]Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics. Eng. Appl. Artif. Intell. 26(3): 1124-1130 (2013) - [j24]Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem:
A survey on applications of the harmony search algorithm. Eng. Appl. Artif. Intell. 26(8): 1818-1831 (2013) - [j23]Itziar Landa-Torres, Diana Manjarres, Sancho Salcedo-Sanz, Javier Del Ser, Sergio Gil-Lopez:
A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units. Expert Syst. Appl. 40(6): 2343-2349 (2013) - [j22]Sancho Salcedo-Sanz, Diana Manjarres, Á. Pastor-Sánchez, Javier Del Ser, José Antonio Portilla-Figueras, Sergio Gil-Lopez:
One-way urban traffic reconfiguration using a multi-objective harmony search approach. Expert Syst. Appl. 40(9): 3341-3350 (2013) - [j21]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser:
On the Design of a Novel Joint Network-Channel Coding Scheme for the Multiple Access Relay Channel. IEEE J. Sel. Areas Commun. 31(8): 1368-1378 (2013) - [j20]Marja Matinmikko, Javier Del Ser, Tapio Rauma, Miia Mustonen:
Fuzzy-Logic Based Framework for Spectrum Availability Assessment in Cognitive Radio Systems. IEEE J. Sel. Areas Commun. 31(11): 2173-2184 (2013) - [j19]Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce:
A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks. Soft Comput. 17(1): 17-28 (2013) - 2012
- [j18]Javier Del Ser, Marja Matinmikko, Sergio Gil-Lopez, Miia Mustonen:
Centralized and distributed spectrum channel assignment in cognitive wireless networks: A Harmony Search approach. Appl. Soft Comput. 12(2): 921-930 (2012) - [j17]Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser:
Editorial. Appl. Soft Comput. 12(7): 1829-1831 (2012) - [j16]Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras, Oscar Alonso-Garrido:
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem. Comput. Oper. Res. 39(9): 2214-2222 (2012) - [j15]Seyed Pooya Shariatpanahi, Babak Hossein Khalaj, Hamed Shah-Mansouri, Javier Del Ser:
Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks. EURASIP J. Wirel. Commun. Netw. 2012: 290 (2012) - [j14]Hamed Shah-Mansouri, Babak Hossein Khalaj, Seyed Pooya Shariatpanahi, Javier Del Ser, Susana Perez-Sanchez:
Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks. EURASIP J. Wirel. Commun. Netw. 2012: 312 (2012) - [j13]Itziar Landa-Torres, Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser, José Antonio Portilla-Figueras:
A novel grouping harmony search algorithm for the multiple-type access node location problem. Expert Syst. Appl. 39(5): 5262-5270 (2012) - [j12]Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, Leopoldo Carro-Calvo, Javier Del Ser, José Antonio Portilla-Figueras:
A new grouping genetic algorithm for clustering problems. Expert Syst. Appl. 39(10): 9695-9703 (2012) - [j11]Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José María Cabero, José Antonio Portilla-Figueras:
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem. Expert Syst. Appl. 39(12): 11089-11093 (2012) - [j10]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser:
Flexible Channel Coding Approach for Short-Length Codewords. IEEE Commun. Lett. 16(9): 1508-1511 (2012) - [j9]Itziar Landa-Torres, Emilio G. Ortíz-García, Sancho Salcedo-Sanz, María Jesús Segovia-Vargas, Sergio Gil-Lopez, Isabel Marta Miranda, José M. Leiva-Murillo, Javier Del Ser:
Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search - Extreme Learning Machine Approach. IEEE J. Sel. Top. Signal Process. 6(4): 388-398 (2012) - 2011
- [j8]Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz:
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics. Eng. Appl. Artif. Intell. 24(5): 748-756 (2011) - [j7]Javier Del Ser, Diana Manjarres, Pedro M. Crespo, Sergio Gil-Lopez, Javier Garcia-Frías:
Iterative Fusion of Distributed Decisions over the Gaussian Multiple-Access Channel Using Concatenated BCH-LDGM Codes. EURASIP J. Wirel. Commun. Netw. 2011 (2011) - 2010
- [j6]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser, Javier Garcia-Frías:
Erratum to "serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels". IEEE Commun. Lett. 14(3): 235 (2010) - [j5]Idoia Ochoa, Pedro M. Crespo, Javier Del Ser, Mikel Hernaez:
Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime. IEEE Commun. Lett. 14(4): 336-338 (2010) - [j4]Javier Del Ser, Pedro M. Crespo, Inaki Esnaola, Javier Garcia-Frías:
Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform. IEEE Trans. Commun. 58(7): 1984-1992 (2010) - 2009
- [j3]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser, Javier Garcia-Frías:
Serially-concatenated LDGM codes for correlated sources over gaussian broadcast channels. IEEE Commun. Lett. 13(10): 788-790 (2009) - [j2]Javier Del Ser, Babak Hossein Khalaj:
Performance Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme. Int. J. Commun. Netw. Syst. Sci. 2(7): 592-599 (2009) - 2005
- [j1]Javier Del Ser, Pedro M. Crespo, Olaia Galdos:
Asymmetric Joint Source-Channel Coding for Correlated Sources with Blind HMM Estimation at the Receiver. EURASIP J. Wirel. Commun. Netw. 2005(4): 483-492 (2005)
Conference and Workshop Papers
- 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 - 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 - 2022
- [c170]Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez:
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation. CD-MAKE 2022: 168-187 - [c169]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. CD-MAKE 2022: 201-220 - [c168]Iñigo Delgado-Enales, Patricia Molina-Costa, Eneko Osaba, Silvia Urra-Uriarte, Javier Del Ser:
Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization. CEC 2022: 1-8 - [c167]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo:
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. CEC 2022: 1-8 - [c166]Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser:
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. CEC 2022: 1-8 - [c165]Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas:
Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples? FUZZ-IEEE 2022: 1-9 - [c164]Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho:
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks. IJCNN 2022: 1-7 - [c163]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
What to Sense When There is no Sensor: Ex-novo Traffic Flow Estimation for Non-Sensed Roads. ITSC 2022: 1668-1675 - [c162]Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser:
A Comparison of Modelling Approaches for the Long-term Estimation of Origin Destination Matrices in Bike Sharing Systems. ITSC 2022: 1683-1689 - [c161]Javier Del Ser, Eric L. Manibardo, Ibai Laña:
On the Potential of Randomization-based Neural Networks for Driving Behavior Classification. ITSC 2022: 2991-2997 - [c160]Khan Muhammad, Tanveer Hussain, Javier Del Ser, Weiping Ding, Amir H. Gandomi, Victor Hugo C. de Albuquerque:
Efficient Video Summarization for Smart Surveillance Systems. SSCI 2022: 672-677 - [c159]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. SSCI 2022: 890-899 - 2021
- [c158]José Ramón Merino Bernaola, Iker Sobrón, Javier Del Ser, Iratxe Landa, Iñaki Eizmendi, Manuel Vélez:
Ensemble Learning for Seated People Counting using WiFi Signals: Performance Study and Transferability Assessment. GLOBECOM (Workshops) 2021: 1-6 - [c157]Alain Andres, Esther Villar-Rodriguez, Aritz D. Martinez, Javier Del Ser:
Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards. IJCNN 2021: 1-10 - [c156]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Random Vector Functional Link Networks for Road Traffic Forecasting: Performance Comparison and Stability Analysis. IJCNN 2021: 1-8 - [c155]Jesus L. Lobo, Javier Del Ser, Eneko Osaba:
Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data Streams. ICDM (Workshops) 2021: 304-311 - [c154]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Change Detection and Adaptation Strategies for Long-Term Estimation of Pedestrian Flows. ITSC 2021: 1867-1874 - [c153]Ibai Laña, Izaskun Oregi, Javier Del Ser:
Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations. ITSC 2021: 3183-3189 - [c152]Maria Arostegi, Jesus L. Lobo, Javier Del Ser:
SLAYER: A Semi-supervised Learning Approach for Drifting Data Streams under Extreme Verification Latency. IAL@PKDD/ECML 2021: 50-64 - [c151]Ekhine Irurozki, Aritz Pérez, Jesus L. Lobo, Javier Del Ser:
Rank Aggregation for Non-stationary Data Streams. ECML/PKDD (3) 2021: 297-313 - [c150]Unai Armentia, Irantzu Barrio, Javier Del Ser:
Performance and Explainability of Reservoir Computing Models for Industrial Prognosis. SOCO 2021: 24-36 - [c149]Maria Arostegi, Diana Manjarres, Sonia Bilbao, Javier Del Ser:
Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture. SOCO 2021: 525-535 - [c148]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Antonio J. Nebro, Xin-She Yang:
MO-MFCGA: Multiobjective Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. SSCI 2021: 1-8 - [c147]Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera:
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems. SSCI 2021: 1-7 - 2020
- [c146]Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization. CEC 2020: 1-8 - [c145]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis. CEC 2020: 1-8 - [c144]Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser:
Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images. COMPSAC 2020: 1195-1200 - [c143]Akemi Gálvez, Eneko Osaba, Iztok Fister, Andrés Iglesias, Javier Del Ser, Iztok Fister Jr.:
Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings. CW 2020: 227-230 - [c142]Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser:
dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems. GECCO Companion 2020: 1690-1696 - [c141]Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez:
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking. ICCS (5) 2020: 244-256 - [c140]Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser:
Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm. ICCS (5) 2020: 566-579 - [c139]Mohammad Nasir, Ali Sadollah, Eneko Osaba, Javier Del Ser:
A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks Based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks. IDEAL (1) 2020: 64-76 - [c138]Eneko Osaba, Javier Del Ser, Xabier Jubeto, Andrés Iglesias, Iztok Fister Jr., Akemi Gálvez, Iztok Fister:
Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search. IDEAL (2) 2020: 79-91 - [c137]Izaskun Mendia, Sergio Gil-Lopez, Javier Del Ser, Iñaki Grau, Adelaida Lejarazu, Erik Maqueda, Eugenio Perea:
An Intelligent Procedure for the Methodology of Energy Consumption in Industrial Environments. IDEAL (2) 2020: 92-103 - [c136]Iztok Fister, Dusan Fister, Andrés Iglesias, Akemi Gálvez, Eneko Osaba, Javier Del Ser, Iztok Fister Jr.:
Visualization of Numerical Association Rules by Hill Slopes. IDEAL (1) 2020: 101-111 - [c135]Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra:
Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. IDEAL (2) 2020: 113-122 - [c134]Alejandro Barredo Arrieta, Javier Del Ser:
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. IJCNN 2020: 1-7 - [c133]Eric L. Manibardo, Ibai Laña, Jesus L. Lobo, Javier Del Ser:
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. IJCNN 2020: 1-8 - [c132]Panagiotis Fafoutellis, Eleni I. Vlahogianni, Javier Del Ser:
Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data. ITSC 2020: 1-6 - [c131]Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser, Luis Rodriguez:
Data-driven Predictive Modeling of Traffic and Air Flow for the Improved Efficiency of Tunnel Ventilation Systems. ITSC 2020: 1-6 - [c130]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls. ITSC 2020: 1-6 - [c129]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser:
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking. ITSC 2020: 1-8 - [c128]Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. ITSC 2020: 1-6 - [c127]Icíar Lloréns, Ricardo Alonso, Sergio Gil-Lopez, Sandra Riaño, Javier Del Ser:
A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems. SOCO 2020: 67-78 - [c126]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. SSCI 2020: 768-774 - 2019
- [c125]Akemi Gálvez, Iztok Fister, Eneko Osaba, Iztok Fister Jr., Javier Del Ser, Andrés Iglesias:
Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging. CEC 2019: 111-118 - [c124]Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias:
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. CEC 2019: 755-761 - [c123]Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister:
Cooperative game concepts in solving global optimization. CEC 2019: 1525-1532 - [c122]Eric Manibardo, Unai Irusta, Javier Del Ser, Elisabete Aramendi, Iraia Isasi, Mikel Olabarria, Carlos Corcuera, Jose F. Veintemillas, Andima Larrea:
ECG-based Random Forest Classifier for Cardiac Arrest Rhythms. EMBC 2019: 1504-1508 - [c121]Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser:
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. EvoApplications 2019: 599-615 - [c120]Antonio D. Masegosa, Eneko Osaba, Juan S. Angarita-Zapata, Ibai Laña, Javier Del Ser:
Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks. GECCO (Companion) 2019: 1312-1320 - [c119]Eneko Osaba, Javier Del Ser, Ángel Panizo, David Camacho, Akemi Gálvez, Andrés Iglesias:
Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams. GECCO (Companion) 2019: 1329-1335 - [c118]Iztok Fister Jr., Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias, Iztok Fister:
Discovering dependencies among mined association rules with population-based metaheuristics. GECCO (Companion) 2019: 1668-1674 - [c117]Akemi Gálvez, Iztok Fister Jr., Eneko Osaba, Iztok Fister, Javier Del Ser, Andrés Iglesias:
Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm. GECCO (Companion) 2019: 1675-1682 - [c116]Aritz D. Martinez, Eneko Osaba, Izaskun Oregi, Iztok Fister Jr., Iztok Fister, Javier Del Ser:
Hybridizing differential evolution and novelty search for multimodal optimization problems. GECCO (Companion) 2019: 1980-1989 - [c115]Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister:
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics. ICCS (3) 2019: 367-380 - [c114]Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm for Kernel Computation in Fractal Image Reconstruction. ICCS (3) 2019: 381-394 - [c113]Ismael Estalayo, Eneko Osaba, Ibai Laña, Javier Del Ser:
Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates. ITSC 2019: 1336-1342 - [c112]Ibai Laña, Esther Villar-Rodriguez, Urtats Etxegarai, Izaskun Oregi, Javier Del Ser:
A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability. ITSC 2019: 1922-1928 - [c111]Alejandro Barredo Arrieta, Ibai Laña, Javier Del Ser:
What Lies Beneath: A Note on the Explainability of Black-box Machine Learning Models for Road Traffic Forecasting. ITSC 2019: 2232-2237 - [c110]Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Road Traffic Forecasting using Stacking Ensembles of Echo State Networks. ITSC 2019: 2591-2597 - [c109]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.:
Using Adaptive Novelty Search in Differential Evolution. PAAMS (Workshops) 2019: 267-275 - [c108]Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves. ICSI (1) 2019: 320-330 - 2018
- [c107]Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sánchez Cubillo, Miren Nekane Bilbao, Akemi Gálvez, Andrés Iglesias:
A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics. BIOMA 2018: 75-87 - [c106]Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro López-García, Antonio J. Nebro:
Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics. BIOMA 2018: 197-210 - [c105]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao:
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics. EvoApplications 2018: 21-32 - [c104]Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser:
Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction. HAIS 2018: 658-670 - [c103]Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser:
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency. IDC 2018: 11-25 - [c102]Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano:
Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures. IDC 2018: 26-39 - [c101]Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola K. Kasabov:
Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks. IDC 2018: 82-94 - [c100]Jesus Para, Javier Del Ser, Aitor Aguirre, Antonio J. Nebro:
Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification. IDC 2018: 121-134 - [c99]Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez:
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment. IDC 2018: 181-191 - [c98]Ibai Laña, Elisa Capecci, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov:
Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks. IDC 2018: 192-203 - [c97]Iker Sobrón, Javier Del Ser, Iñaki Eizmendi, Manuel Vélez:
A Deep Learning Approach to Device-Free People Counting from WiFi Signals. IDC 2018: 275-286 - [c96]Maciej Rybinski, William Miller, Javier Del Ser, Miren Nekane Bilbao, José Francisco Aldana Montes:
On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms. IDC 2018: 329-343 - [c95]Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm. IDC 2018: 357-368 - [c94]Esteban López-Camacho, María Jesús García-Godoy, Javier Del Ser, Antonio J. Nebro, José Francisco Aldana Montes:
Multi-objective Metaheuristics for a Flexible Ligand-Macromolecule Docking Problem in Computational Biology. IDC 2018: 369-379 - [c93]Hegoi Garitaonandia, Javier Del Ser, Juanjo Unzilla, Eduardo Jacob:
A Study of the Predictive Earliness of Traffic Flow Characterization for Software Defined Networking. IDC 2018: 393-403 - [c92]Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister:
Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes. IDEAL (1) 2018: 79-88 - [c91]Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode. IDEAL (2) 2018: 201-209 - [c90]Eneko Osaba, Javier Del Ser, David Camacho, Akemi Gálvez, Andrés Iglesias, Iztok Fister Jr., Iztok Fister:
Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics. IDEAL (2) 2018: 325-335 - [c89]Eneko Osaba, Javier Del Ser, Antonio J. Nebro, Ibai Lana, Miren Nekane Bilbao, Javier J. Sánchez Medina:
Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs. ITSC 2018: 865-870 - [c88]Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.:
Using Novelty Search in Differential Evolution. PAAMS (Workshops) 2018: 534-542 - [c87]Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search. PAAMS (Workshops) 2018: 543-550 - [c86]Antonio J. Nebro, Juan José Durillo, José García-Nieto, Cristóbal Barba-González, Javier Del Ser, Carlos A. Coello Coello, Antonio Benítez-Hidalgo, José Francisco Aldana Montes:
Extending the Speed-Constrained Multi-objective PSO (SMPSO) with Reference Point Based Preference Articulation. PPSN (1) 2018: 298-310 - 2017
- [c85]Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto:
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria. CEC 2017: 480-487 - [c84]Ibai Lana, Javier Del Ser, Manuel Vélez:
A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecasting. CEC 2017: 706-713 - [c83]Itziar Landa-Torres, Jesus L. Lobo, Idoia Murua, Diana Manjarres, Javier Del Ser:
Multi-objective heuristics applied to robot task planning for inspection plants. CEC 2017: 1621-1628 - [c82]Diana Manjarres, Itziar Landa-Torres, Javier Del Ser:
A local search method for graph clustering heuristics based on partitional Distribution learning. CEC 2017: 1972-1977 - [c81]Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano:
Nature-inspired approaches for distance metric learning in multivariate time series classification. CEC 2017: 1992-1998 - [c80]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. EuCNC 2017: 1-6 - [c79]Akemi Gálvez, Setsuo Takato, Masataka Kaneko, Javier Del Ser, Andrés Iglesias:
KETpic-Matlab Toolbox for LaTeX High-Quality Graphical Artwork in Educational Materials on Bézier Curve Algorithms at a Master Level. ICCSA (4) 2017: 301-316 - [c78]Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics. ICHSA 2017: 67-77 - [c77]Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A Novel Grouping Harmony Search Algorithm for Clustering Problems. ICHSA 2017: 78-90 - [c76]Ibai Laña, Javier Del Ser, Manuel Vélez, Izaskun Oregi:
Joint Feature Selection and Parameter Tuning for Short-Term Traffic Flow Forecasting Based on Heuristically Optimized Multi-layer Neural Networks. ICHSA 2017: 91-100 - [c75]Ignacio (Iñaki) Olabarrieta, Ana I. Torre-Bastida, Ibai Laña, Sergio Campos-Cordobes, Javier Del Ser:
A Heuristically Optimized Complex Event Processing Engine for Big Data Stream Analytics. ICHSA 2017: 101-111 - [c74]Antonio González-Pardo, Javier Del Ser, David Camacho:
Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems. ICHSA 2017: 145-154 - [c73]Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser:
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics. ICHSA 2017: 157-167 - [c72]Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser:
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics. ICHSA 2017: 168-178 - [c71]Adrián Aybar-Ruíz, Lucas Cuadra, Javier Del Ser, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz:
A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks. ICHSA 2017: 190-199 - [c70]Iker Sobrón, Borja Alonso, Manuel Vélez, Javier Del Ser:
Wireless Network Optimization for Massive V2I Data Collection Using Multiobjective Harmony Search Heuristics. ICHSA 2017: 200-209 - [c69]Izaskun Mendia, Sergio Gil-Lopez, Javier Del Ser, Ana González Bordagaray, Jesús García Prado, Manuel Vélez:
Optimal Phase Swapping in Low Voltage Distribution Networks Based on Smart Meter Data and Optimization Heuristics. ICHSA 2017: 283-293 - [c68]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications. ICIN 2017: 1-8 - [c67]Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho:
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines. IDC 2017: 175-184 - [c66]Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano:
On-Line Dynamic Time Warping for Streaming Time Series. ECML/PKDD (2) 2017: 591-605 - 2016
- [c65]Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto:
Community detection in graphs based on surprise maximization using firefly heuristics. CEC 2016: 2233-2239 - [c64]Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems. CEC 2016: 3139-3145 - [c63]Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes:
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics. EvoApplications (1) 2016: 235-250 - [c62]Jesus L. Lobo, Javier Del Ser, Flavia De Simone, Roberta Presta, Simona Collina, Zdenek Moravek:
Cognitive workload classification using eye-tracking and EEG data. HCI-Aero 2016: 16:1-16:8 - [c61]Ana I. Torre-Bastida, Esther Villar-Rodriguez, Miren Nekane Bilbao, Javier Del Ser:
Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling. ICA3PP 2016: 3-17 - [c60]Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa:
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints. IDC 2016: 195-204 - [c59]Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz:
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift. IDC 2016: 237-246 - [c58]Ibai Lana, Javier Del Ser, Ignacio (Iñaki) Olabarrieta:
Understanding daily mobility patterns in urban road networks using traffic flow analytics. NOMS 2016: 1157-1162 - 2015
- [c57]Antonio González-Pardo, Javier Del Ser, David Camacho:
On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids. CAEPIA 2015: 312-321 - [c56]Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz:
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off. ICHSA 2015: 121-131 - [c55]Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz:
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks. ICHSA 2015: 133-145 - [c54]Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro:
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems. INISTA 2015: 1-8 - 2014
- [c53]Ana I. Torre-Bastida, Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez:
Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database. IDC 2014: 211-221 - [c52]Esther Villar-Rodriguez, Javier Del Ser, Sancho Salcedo-Sanz:
On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks. IDC 2014: 259-268 - [c51]Ana I. Torre-Bastida, Esther Villar-Rodriguez, Javier Del Ser, David Camacho, Martín González-Rodríguez:
On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework. IDEAL 2014: 53-60 - [c50]Iñaki Eguia, Javier Del Ser:
A Meta-heuristically Optimized Fuzzy Approach towards Multi-metric Security Risk Assessment in Heterogeneous System of Systems. PECCS 2014: 231-236 - [c49]Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras:
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires. SOCO-CISIS-ICEUTE 2014: 93-103 - [c48]Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao:
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables. SOCO-CISIS-ICEUTE 2014: 251-258 - 2013
- [c47]Mikel Hernaez, Iker Alustiza, Pedro M. Crespo, Javier Del Ser:
A Decode-and-Forward Scheme for Multihop Wireless Networks. VTC Fall 2013: 1-5 - [c46]Adrian Popescu, Haesik Kim, Franco R. Davoli, Raul Dopico Lopez, Somsai Thao, Javier Del Ser, Gerhard Wunder:
ENVIRAN: Energy efficient virtual radio access networks. WPMC 2013: 1-5 - 2012
- [c45]Heli Sarvanko, Miia Mustonen, Marja Matinmikko, Marko Höyhtyä, Javier Del Ser:
Spectrum band and RAT selection for infrastructure governed opportunistic networks. CAMAD 2012: 36-40 - [c44]Pilar García-Díaz, Sancho Salcedo-Sanz, Javier Plaza-Laina, Antonio Portilla-Figueras, Javier Del Ser:
A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems. CAMAD 2012: 61-65 - [c43]Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks. CAMAD 2012: 80-84 - [c42]Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz:
A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics. CAMAD 2012: 85-89 - [c41]Javier Del Ser, Asier Alonso, Sergio Gil-Lopez, Mikel Garay, Uli Kretzschmar, Armando Astarloa:
On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems. CAMAD 2012: 168-169 - [c40]Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi, Javier Del Ser:
Mobile clouds: How to find opportunities. CAMAD 2012: 170-172 - [c39]Andrey Sirotkin, Kaisa Koskela-Huotari, Kaarina Karppinen, Javier Del Ser, Bronan McCabe:
Differentiation in the Cloud: Methodology for Integrating Customer Values in Experience Design. EUROMICRO-SEAA 2012: 453-459 - [c38]Uli Kretzschmar, Armando Astarloa, Jaime Jimenez, Mikel Garay, Javier Del Ser:
Fast and accurate Single Bit Error injection into SRAM Based FPGAs. FPL 2012: 675-678 - [c37]Uli Kretzschmar, Armando Astarloa, Jesús Lázaro, Mikel Garay, Javier Del Ser:
Robustness of different TMR granularities in shared wishbone architectures on SRAM FPGA. ReConFig 2012: 1-6 - 2011
- [c36]Marja Matinmikko, Miia Mustonen, Tapio Rauma, Javier Del Ser:
Decision-making system for obtaining spectrum availability information in opportunistic networks. CogART 2011: 13 - [c35]Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce:
On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks. ISDA 2011: 1014-1019 - [c34]Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Grouping Harmony Search approach for the Citywide WiFi deployment problem. ISDA 2011: 1026-1031 - [c33]Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras:
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique. IWANN (1) 2011: 17-24 - [c32]Jesús Gutiérrez-Gutiérrez, Adam Podhorski, Iñaki Iglesias, Javier Del Ser:
A Note on the Wiener Filter for Vector Random Processes. MOBILIGHT 2011: 30-36 - [c31]Xabier Insausti, Pedro M. Crespo, Baltasar Beferull-Lozano, Javier Del Ser:
Concurrent and Distributed Projection through Local Interference for Wireless Sensor Networks. MOBILIGHT 2011: 109-119 - [c30]Bernhard Klein, Jorge Perez-Velasco, Christian Guggenmos, Olli Pihlajamaa, Immo Heino, Javier Del Ser:
Social Acceptance and Usage Experiences from a Mobile Location-Aware Service Environment. MOBILIGHT 2011: 186-197 - [c29]Sergio Gil-Lopez, Javier Del Ser, Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
On the Application of a Novel Hybrid Harmony Search Algorithm to the Radar Polyphase Code Design Problem. VTC Spring 2011: 1-5 - [c28]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser:
Joint Non-Binary LDPC-BICM and Network Coding with Iterative Decoding for the Multiple Access Relay Channel. VTC Spring 2011: 1-5 - [c27]Marja Matinmikko, Tapio Rauma, Miia Mustonen, Javier Del Ser:
Architecture and Approach for Obtaining Spectrum Availability Information. VTC Spring 2011: 1-5 - [c26]Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz:
Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach. WSA 2011: 1-5 - 2010
- [c25]Mikel Sánchez, Javier Del Ser, Pablo Prieto, David Dominguez:
Design and implementation of a direct RF-to-digital UHF-TV multichannel transceiver. ISCAS 2010: 3925-3928 - [c24]Javier Del Ser, Marja Matinmikko, Sergio Gil-Lopez, Miia Mustonen:
A novel Harmony Search based spectrum allocation technique for cognitive radio networks. ISWCS 2010: 233-237 - [c23]Ignacio (Iñaki) Olabarrieta, Javier Del Ser:
Centralized synchronization methods for distributed detection in sensor networks. ISWCS 2010: 480-484 - [c22]Galder Unibaso, Javier Del Ser, Sergio Gil-Lopez, Begoña Molinete:
A novel CAM-based traffic light preemption algorithm for efficient guidance of emergency vehicles. ITSC 2010: 74-79 - [c21]Javier Del Ser, Javier Garcia-Frías, Pedro M. Crespo, Diana Manjarres, Ignacio (Iñaki) Olabarrieta:
On the Performance of Single LDGM Codes for Iterative Data Fusion over the Multiple Access Channel. MACOM 2010: 47-57 - [c20]Idoia Ochoa, Pedro M. Crespo, Javier Del Ser, Mikel Hernaez:
Joint Turbo Coding and Source-Controlled Modulation of Cycle-Stationary Sources in the Bandwidth-Limited Regime. MOBILIGHT 2010: 618-625 - [c19]Sergio Gil-Lopez, Javier Del Ser, Laura Garcia-Padrones:
Harmony Search Heuristics for Quasi-asynchronous CDMA Detection with M-PAM Signalling. MOBILIGHT 2010: 626-637 - [c18]Sergio Gil-Lopez, Javier Del Ser, Itziar Landa-Torres, Laura Garcia-Padrones, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras:
On the Application of a Novel Grouping Harmony Search Algorithm to the Switch Location Problem. MOBILIGHT 2010: 662-672 - [c17]Iñigo Urteaga, Iraide Unanue, Javier Del Ser, Pedro J. Sánchez, Aitor Rodriguez:
On the Design of a Scalable Multimedia Streaming System based on Receiver-driven Flow and Congestion Awareness. SIGMAP 2010: 39-45 - [c16]Ignacio (Iñaki) Olabarrieta, Javier Del Ser:
Enhanced sensing error probability estimation for iterative data fusion in the low SNR regime. WSA 2010: 270-274 - [c15]Javier Del Ser, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Pedro M. Crespo:
On the design of frequency-switching patterns for distributed data fusion over relay networks. WSA 2010: 275-279 - 2009
- [c14]Javier Del Ser, Mikel Mendicute, Pedro M. Crespo, Sergio Gil-Lopez, Ignacio (Iñaki) Olabarrieta:
Joint Source-Channel-Network Decoding and Blind Estimation of Correlated Sensors Using Concatenated Zigzag Codes. ADHOC-NOW 2009: 30-41 - [c13]Maitane Barrenechea, John S. Thompson, Mikel Mendicute, Javier Del Ser:
Fixed-complexity regularized vector precoding for the multiuser MIMO downlink channel. EUSIPCO 2009: 2406-2410 - [c12]Sergio Gil-Lopez, Javier Del Ser, Ignacio (Iñaki) Olabarrieta:
A novel heuristic algorithm for multiuser detection in synchronous CDMA wireless sensor networks. ICUMT 2009: 1-6 - [c11]Javier Del Ser, Javier Garcia-Frías, Pedro M. Crespo:
Iterative concatenated Zigzag decoding and blind data fusion of correlated sensors. ICUMT 2009: 1-6 - [c10]Iraide Unanue, Javier Del Ser, Pedro J. Sánchez, Jon Casasempere:
H.264/SVC rate-resiliency tradeoff in faulty communications through 802.16e railway networks. ICUMT 2009: 1-6 - 2008
- [c9]Mikel Mendicute, Iker Sobrón, Javier Del Ser, Pablo Prieto, Ricardo Isasi:
Design, Simulation and Implementation of a Channel Equalizer for DVB-T On-channel Repeaters. ICSNC 2008: 11-16 - [c8]Jose Angel Esteban, Javier Del Ser, Pedro M. Crespo, Babak H. Khalaj:
Improved dual frequency multiple access relay scheme for spatially correlated sources. WSA 2008: 133-138 - 2007
- [c7]Craig J. Mitchell, Pedro M. Crespo, Javier Del Ser, C. Canto:
IR-UWB binary communications for sources with nonequal probabilities. Communications, Internet, and Information Technology 2007: 133-138 - [c6]Craig J. Mitchell, Pedro M. Crespo, Javier Del Ser:
Pulsed multi-band MIMO for UWB systems. EUSIPCO 2007: 2030-2034 - [c5]Pedro M. Crespo, Estíbaliz Loyo, Javier Del Ser, Craig J. Mitchell:
Source Controlled Modulation Scheme for Sources with Memory. ICC 2007: 2619-2624 - [c4]Pablo Ituero, Gorka Landaburu, Javier Del Ser, Marisa López-Vallejo, Pedro M. Crespo, Vicente Atxa, Jon Altuna:
Joint Source-Channel Decoding ASIP Architecture for Sensor Networks. ICESS 2007: 98-108 - [c3]Babak H. Khalaj, Javier Del Ser, Pedro M. Crespo, Jesús Gutiérrez-Gutiérrez:
Diversity Gain Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme. ISWCS 2007: 460-464 - [c2]Babak Hossein Khalaj, Javier Del Ser, Pedro M. Crespo, Jesús Gutiérrez-Gutiérrez:
A Novel Dual-Frequency Multiple Access Relay Transmission Scheme. PIMRC 2007: 1-5 - [c1]Javier Del Ser, Pedro M. Crespo, Babak Hossein Khalaj, Jesús Gutiérrez-Gutiérrez:
On Combining Distributed Joint Source-Channel-Network Coding and Turbo Equalization in Multiple Access Relay Networks. WiMob 2007: 18
Parts in Books or Collections
- 2009
- [p1]Maitane Barrenechea, Jon Altuna, Mikel Mendicute, Javier Del Ser:
A Low-Cost FPGA-Based Embedded Fingerprint Verification and Matching System. Intelligent Technical Systems 2009: 247-260
Editorship
- 2018
- [e3]Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang:
Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018. Studies in Computational Intelligence 798, Springer 2018, ISBN 978-3-319-99625-7 [contents] - 2017
- [e2]Javier Del Ser:
Harmony Search Algorithm - Proceedings of the 3rd International Conference on Harmony Search Algorithm, ICHSA 2017, Bilbao, Spain, 22-24 Februar 2017. Advances in Intelligent Systems and Computing 514, Springer 2017, ISBN 978-981-10-3727-6 [contents] - 2012
- [e1]Javier Del Ser, Eduard A. Jorswieck, Joaquín Míguez, Marja Matinmikko, Daniel P. Palomar, Sancho Salcedo-Sanz, Sergio Gil-Lopez:
Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 81, Springer 2012, ISBN 978-3-642-29478-5 [contents]
Informal and Other Publications
- 2024
- [i85]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) - [i84]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) - [i83]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) - [i82]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) - [i81]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) - [i80]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) - [i79]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) - [i78]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) - [i77]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) - [i76]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) - 2023
- [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
- [i64]Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang:
Swin Transformer for Fast MRI. CoRR abs/2201.03230 (2022) - [i63]Eric L. Manibardo, Ibai Laña, Esther Villar-Rodriguez, Javier Del Ser:
On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles. CoRR abs/2201.04968 (2022) - [i62]Yang Nan, Javier Del Ser, Simon Walsh, Carola Schönlieb, Michael Roberts, Ian Selby, Kit Howard, John Owen, Jon Neville, Julien Guiot, Benoit Ernst, Ana Pastor, Angel Alberich-Bayarri, Marion I. Menzel, Sean Walsh, Wim Vos, Nina Flerin, Jean-Paul Charbonnier, Eva M. van Rikxoort, Avishek Chatterjee, Henry C. Woodruff, Philippe Lambin, Leonor Cerdá Alberich, Luis Martí-Bonmatí, Francisco Herrera, Guang Yang:
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions. CoRR abs/2201.06505 (2022) - [i61]Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakuan Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang:
AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus. CoRR abs/2202.00650 (2022) - [i60]Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera:
EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks. CoRR abs/2202.03844 (2022) - [i59]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. CoRR abs/2202.07422 (2022) - [i58]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? CoRR abs/2202.12174 (2022) - [i57]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. CoRR abs/2203.05564 (2022) - [i56]Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Andreas Holzinger:
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization. CoRR abs/2205.10232 (2022) - [i55]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments. CoRR abs/2205.11184 (2022) - [i54]Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Matteo Giuliani, Andrea Castelletti:
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR abs/2207.07580 (2022) - [i53]Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez:
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation. CoRR abs/2207.08989 (2022) - [i52]Hao Li, Yang Nan, Javier Del Ser, Guang Yang:
Large-Kernel Attention for 3D Medical Image Segmentation. CoRR abs/2207.11225 (2022) - [i51]Helena Liz, Javier Huertas-Tato, Manuel A. Sánchez-Montañés, Javier Del Ser, David Camacho:
Deep learning for understanding multilabel imbalanced Chest X-ray datasets. CoRR abs/2207.14408 (2022) - [i50]Hao Li, Yang Nan, Javier Del Ser, Guang Yang:
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation. CoRR abs/2208.06038 (2022) - [i49]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. CoRR abs/2209.02048 (2022) - [i48]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. CoRR abs/2209.09239 (2022) - [i47]Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Díaz Rodríguez:
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification. CoRR abs/2209.14974 (2022) - [i46]Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz:
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques. CoRR abs/2209.15424 (2022) - [i45]Aitor Martínez-Seras, Javier Del Ser, Jesus L. Lobo, Pablo García Bringas, Nikola K. Kasabov:
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks. CoRR abs/2210.00894 (2022) - [i44]Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser:
Measuring the Confidence of Traffic Forecasting Models: Techniques, Experimental Comparison and Guidelines towards Their Actionability. CoRR abs/2210.16049 (2022) - [i43]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. CoRR abs/2211.16838 (2022) - [i42]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. CoRR abs/2212.03868 (2022) - 2021
- [i41]Eneko Osaba, Aritz D. Martinez, Javier Del Ser:
Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions. CoRR abs/2102.02558 (2021) - [i40]Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser:
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification. CoRR abs/2102.08634 (2021) - [i39]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. CoRR abs/2103.14624 (2021) - [i38]Thomas Rojat, Raphaël Puget, David Filliat, Javier Del Ser, Rodolphe Gelin, Natalia Díaz Rodríguez:
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey. CoRR abs/2104.00950 (2021) - [i37]Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez Cámara, Javier Del Ser, David Camacho:
A survey on extremism analysis using Natural Language Processing. CoRR abs/2104.04069 (2021) - [i36]Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan:
Evolutionary Multitask Optimization: Are we Moving in the Right Direction? CoRR abs/2111.14463 (2021) - [i35]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. CoRR abs/2112.05758 (2021) - 2020
- [i34]Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
LUNAR: Cellular Automata for Drifting Data Streams. CoRR abs/2002.02164 (2020) - [i33]Ibai Lana, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser:
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability. CoRR abs/2002.02210 (2020) - [i32]Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera:
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations. CoRR abs/2002.08136 (2020) - [i31]Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization. CoRR abs/2002.12133 (2020) - [i30]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis. CoRR abs/2003.10768 (2020) - [i29]Alejandro Barredo Arrieta, Javier Del Ser:
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. CoRR abs/2003.11323 (2020) - [i28]Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez:
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking. CoRR abs/2003.11628 (2020) - [i27]Eric L. Manibardo, Ibai Laña, Jesus L. Lobo, Javier Del Ser:
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. CoRR abs/2003.14304 (2020) - [i26]Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser:
dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems. CoRR abs/2004.06559 (2020) - [i25]Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni:
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. CoRR abs/2004.08170 (2020) - [i24]Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics. CoRR abs/2004.09969 (2020) - [i23]Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser:
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking. CoRR abs/2005.05066 (2020) - [i22]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls. CoRR abs/2005.05069 (2020) - [i21]Mostafa Shahriari, David Pardo, J. A. Rivera, Carlos Torres-Verdín, Artzai Picón, Javier Del Ser, S. Ossandón, Victor M. Calo:
Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements. CoRR abs/2005.08868 (2020) - [i20]Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera:
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges. CoRR abs/2008.03620 (2020) - [i19]Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera:
CURIE: A Cellular Automaton for Concept Drift Detection. CoRR abs/2009.09677 (2020) - [i18]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. CoRR abs/2009.14477 (2020) - [i17]Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera:
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking. CoRR abs/2010.03917 (2020) - [i16]Eric L. Manibardo, Ibai Laña, Javier Del Ser:
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? CoRR abs/2012.02260 (2020) - 2019
- [i15]Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser:
jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics. CoRR abs/1903.02915 (2019) - [i14]Jesus L. Lobo, Igor Ballesteros, Izaskun Oregi, Javier Del Ser:
Real-time Electrical Power Prediction in a Combined Cycle Power Plant. CoRR abs/1907.11653 (2019) - [i13]Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser:
Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning. CoRR abs/1908.08018 (2019) - [i12]Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola K. Kasabov:
Spiking Neural Networks and Online Learning: An Overview and Perspectives. CoRR abs/1908.08019 (2019) - [i11]Ekhine Irurozki, Jesus L. Lobo, Aritz Pérez, Javier Del Ser:
Online Ranking with Concept Drifts in Streaming Data. CoRR abs/1910.08795 (2019) - [i10]Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera:
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI. CoRR abs/1910.10045 (2019) - [i9]Giovanni Perrone, Massimo Vecchio, Javier Del Ser, Fabio Antonelli, Vivart Kapoor:
The Internet of Things: a Survey and Outlook. CoRR abs/1910.13965 (2019) - [i8]Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser:
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. CoRR abs/1912.08785 (2019) - 2018
- [i7]Mostafa Shahriari, David Pardo, Artzai Picón, Adrian Galdran, Javier Del Ser, Carlos Torres-Verdín:
A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements. CoRR abs/1810.04522 (2018) - [i6]Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis:
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework. CoRR abs/1811.07388 (2018) - 2017
- [i5]Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao:
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications. CoRR abs/1704.07553 (2017) - 2016
- [i4]Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis:
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. CoRR abs/1605.05522 (2016) - [i3]Cristina Perfecto, Javier Del Ser, Mehdi Bennis:
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment. CoRR abs/1612.04217 (2016) - 2012
- [i2]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser:
On the Design of a Novel Joint Network-Channel Coding Scheme for the Multiple Access Relay Channel. CoRR abs/1203.4764 (2012) - [i1]Mikel Hernaez, Pedro M. Crespo, Javier Del Ser:
A Flexible Channel Coding Approach for Short-Length Codewords. CoRR abs/1203.4924 (2012)
Coauthor Index
[j114] [j88] [j54] [j53] [j52] [j51] [j50] [j47] [j46] [j44] [j39] [j38] [j37] [j35] [j32] [j24] [j8] [c181] [c172] [c164] [c147] [c128] [c124] [c121] [c115] [c110] [c107] [c106] [c105] [c103] [c101] [c99] [c96] [c89] [c85] [c80] [c78] [c73] [c72] [c67] [c65] [c64] [c63] [c61] [c60] [c59] [c56] [c55] [c54] [c49] [c48] [c26] [e3] [i80] [i40] [i25] [i5] [i4]
[j167] [j165] [j164] [j163] [j158] [j155] [j142] [j141] [j133] [j118] [j116] [j110] [j104] [j102] [j98] [j97] [j94] [j93] [j85] [j81] [j80] [j66] [j58] [c184] [c181] [c147] [c146] [c145] [i83] [i79] [i75] [i72] [i70] [i69] [i62] [i60] [i56] [i49] [i34] [i32] [i31] [i30] [i24] [i20] [i19] [i17] [i10]
Ibai Lana
aka: Ibai Laña
aka: Ibai Laña
[j159] [j130] [j114] [j109] [j105] [j95] [j48] [j47] [c181] [c179] [c178] [c177] [c174] [c172] [c164] [c163] [c162] [c161] [c156] [c154] [c153] [c133] [c131] [c130] [c129] [c128] [c120] [c113] [c112] [c111] [c110] [c101] [c98] [c89] [c85] [c84] [c76] [c75] [c59] [c58] [i74] [i63] [i44] [i40] [i33] [i27] [i25] [i23] [i22] [i16]
[j166] [j153] [j140] [j104] [j98] [j97] [j96] [j77] [j76] [j54] [j47] [j36] [c183] [c181] [c172] [c167] [c155] [c152] [c151] [c148] [c145] [c133] [c129] [c128] [c103] [c101] [c98] [c83] [c78] [c65] [c62] [c59] [i80] [i74] [i65] [i45] [i34] [i30] [i27] [i25] [i23] [i19] [i17] [i14] [i13] [i12] [i11] [i8]
Eric Manibardo
aka: Eric L. Manibardo
aka: Eric L. Manibardo
[j126] [j112] [j111] [j110] [j104] [j102] [j97] [j94] [j93] [j88] [j84] [j79] [j78] [j69] [j68] [j61] [j58] [j53] [j51] [c180] [c168] [c167] [c166] [c155] [c148] [c147] [c146] [c145] [c144] [c143] [c142] [c141] [c140] [c139] [c138] [c136] [c129] [c128] [c126] [c125] [c124] [c123] [c121] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [c109] [c108] [c107] [c106] [c105] [c104] [c99] [c95] [c92] [c91] [c90] [c89] [c88] [c87] [e3] [i74] [i41] [i36] [i31] [i30] [i28] [i26] [i25] [i24] [i23] [i20] [i19] [i18] [i17]
José Antonio Portilla-Figueras
aka: Antonio Portilla-Figueras
aka: Antonio Portilla-Figueras
Simon Walsh
aka: Simon L. F. Walsh
aka: Simon L. F. Walsh
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