Javier Del Ser

504 papers A 4B 31C 11Misc 19Journal 303Unranked 133
YearRankTypeTitle / Venue / Authors
2026 J jnl
A design framework for operationalizing trustworthy artificial intelligence in healthcare: Requirements, tradeoffs and challenges for its clinical adoption.
Inf. Fusion
Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi Hernesniemi
2026 J jnl
AiGAS-dEVL: An adaptive incremental neural gas model for drifting data streams under extreme verification latency.
Inf. Sci.
Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2026 J jnl
HPRNet: Human Parsing Reconstruction With Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Mingfu Xiong, Longlong Ge, Ruimin Hu, Khan Muhammad, Sambit Bakshi, Javier Del Ser, Xiaokang Yang, Bin Sheng
2026 J jnl
On the inherent robustness of one-stage object detection against out-of-distribution data.
Neural Networks
Aitor Martínez-Seras, Javier Del Ser, Aitzol Olivares-Rad, Alain Andres, Pablo García Bringas
2026 J jnl
What can artificial intelligence do for soil health in agriculture?
Comput. Sci. Rev.
Stefan Schweng, Luca Bernardini, Katharina Keiblinger, Hans-Peter Kaul, Iztok Fister Jr., Niko Lukac, Javier Del Ser, Andreas Holzinger
2025 J jnl
A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption.
CoRR
Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi Hernesniemi
2025 J jnl
A Multi-Modal Assessment Framework for Comparison of Specialized Deep Learning and General-Purpose Large Language Models.
IEEE Trans. Big Data
Mohammad Nadeem, Shahab Saquib Sohail, Dag Øivind Madsen, Ahmed Ibrahim Alzahrani, Javier Del Ser, Khan Muhammad
2025 J jnl
A collaborative content moderation framework for toxicity detection based on multitask neural networks and conformal estimates of annotation disagreement.
Neurocomputing
Guillermo Villate-Castillo, Javier Del Ser, Borja Sanz
2025 J jnl
Adaptive Clustering and Weighted Regularization Contrastive Learning Framework for Unsupervised Person Re-Identification.
IEEE Trans. Multim.
Mingfu Xiong, Kaikang Hu, Zhongyuan Wang, Ruimin Hu, Khan Muhammad, Javier Del Ser, Xiaokang Yang, Bin Sheng
2025 B conf
AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams.
IJCNN
Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2025 J jnl
AiGAS-dEVL-RC: An Adaptive Growing Neural Gas Model for Recurrently Drifting Unsupervised Data Streams.
CoRR
Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2025 — conf
Benchmarking Machine Learning Models for QoE Estimation in Video Streaming: Accuracy, Efficiency, Confidence and Explainability.
NETGCOOP
Miren Nekane Bilbao, Mikel Getino-Petit, Javier Del Ser
2025 J jnl
Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network.
IEEE Trans. Big Data
Altaf Hussain, Tanveer Hussain, Waseem Ullah, Samee Ullah Khan, Min Je Kim, Khan Muhammad, Javier Del Ser, Sung Wook Baik
2025 J jnl
Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions.
Neural Comput. Appl.
Ana I. Torre-Bastida, Josu Díaz-de-Arcaya, Eneko Osaba, Khan Muhammad, David Camacho, Javier Del Ser
2025 A conf
D-CRISP: Explaining Object Detectors by Combining Randomized and Segment-Based Perturbations.
ECAI
Alain Andres, Javier Del Ser
2025 J jnl
Efficient bridge damage detection using a lightweight attention-based modeling framework.
Comput. Aided Civ. Infrastructure Eng.
Junjie Huang, Yongzhuo Zhu, Mingfu Xiong, Javier Del Ser, Aziz Alotaibi, João Paulo Papa, Khan Muhammad
2025 J jnl
Enhancing trust in automated 3D point cloud data interpretation through explainable counterfactuals.
Inf. Fusion
Andreas Holzinger, Niko Lukac, Dzemail Rozajac, Emile Johnston, Veljka Kocic, Bernhard Hoerl, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Stefan Schweng, Javier Del Ser
2025 A conf
Evolutionary Computation as a Path to Safe, Trustworthy, and Responsible General-Purpose Artificial Intelligence.
GECCO
Javier Del Ser
2025 J jnl
Explaining 3D Semantic Segmentation Through Generative AI -Based Counterfactuals.
Expert Syst. J. Knowl. Eng.
Dzemail Rozajac, Niko Lukac, Stefan Schweng, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Javier Del Ser, Andreas Holzinger
2025 J jnl
GeLaCo: An Evolutionary Approach to Layer Compression.
CoRR
David Ponce, Thierry Etchegoyhen, Javier Del Ser
2025 J jnl
Guest Editorial: Special Issue on Human-Machine Fusion Decision-Making for Emergency Handling.
IEEE Trans Autom. Sci. Eng.
Edmond Qi Wu, Jianqiang Li, Guimin Chen, Mehmet R. Yuce, Shafiqul Islam, Javier Del Ser, Hui Yu, Peter Xiaoping Liu
2025 A conf
IARD: Intruder Activity Recognition Dataset for Threat Detection.
CIKM
Shehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Saeed Anwar, Javier Del Ser, Khan Muhammad
2025 J jnl
Improving the Classification of Cybersecurity Attack Procedures using Retrieval Augmented Generation.
Proces. del Leng. Natural
Sonia Bilbao-Arechabala, Aitziber Atutxa, Javier Del Ser
2025 J jnl
LLM in the Loop: A Framework for Contextualizing Counterfactual Segment Perturbations in Point Clouds.
IEEE Access
Veljka Kocic, Niko Lukac, Dzemail Rozajac, Stefan Schweng, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Javier Del Ser, Andreas Holzinger
2025 J jnl
Large Language Models for Structured Task Decomposition in Reinforcement Learning Problems with Sparse Rewards.
Mach. Learn. Knowl. Extr.
Unai Ruiz-Gonzalez, Alain Andres, Javier Del Ser
2025 J jnl
Membership Inference Attacks Fueled by Few-Shot Learning to Detect Privacy Leakage and Address Data Integrity.
Mach. Learn. Knowl. Extr.
Daniel Jiménez-López, Nuria Rodríguez Barroso, María Victoria Luzón, Javier Del Ser, Francisco Herrera
2025 J jnl
Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization.
IEEE Trans. Circuits Syst. Video Technol.
Zhifan Gao, Saidi Guo, Chenchu Xu, Jinglin Zhang, Mingming Gong, Javier Del Ser, Shuo Li
2025 J jnl
Multi-Objective Optimization for Multimodal Multi-Objective Multi-Point Shortest Path Problem Considering Unforeseeable Road Eventualities.
IEEE Trans. Intell. Transp. Syst.
Zhiwei Xu, Kai Zhang, Javier Del Ser, Miqing Li, Xin Xu, Juanjuan He, Ni Wu
2025 J jnl
On the caveats of AI autophagy.
Nat. Mac. Intell.
Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Michael Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
2025 J jnl
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A data-morphology-based counterfactual generation method for trustworthy artificial intelligence.
Inf. Sci.
José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser, Francisco Herrera
2025 C conf
Reflect, Reason, Rephrase (R³-Detox): An In-Context Learning Approach to Text Detoxification.
BDCAT
Guillermo Villate-Castillo, Javier Del Ser, Borja Sanz
2025 J jnl
Research Frontiers in Machine Learning & Knowledge Extraction.
Mach. Learn. Knowl. Extr.
Andreas Holzinger, Luca Longo, Angelo Cangelosi, Javier Del Ser
2025 J jnl
Responsible Artificial Intelligence Systems: A Roadmap to Society's Trust through Trustworthy AI, Auditability, Accountability, and Governance.
CoRR
Andrés Herrera-Poyatos, Javier Del Ser, Marcos López de Prado, Fei-Yue Wang, Enrique Herrera-Viedma, Francisco Herrera
2025 J jnl
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways.
CoRR
Daniel Molina, Javier Del Ser, Javier Poyatos, Francisco Herrera
2025 J jnl
The level of strength of an explanation: A quantitative evaluation technique for post-hoc XAI methods.
Pattern Recognit.
Marilyn Bello, Rosalís Amador, María-Matilde García, Javier Del Ser, Pablo Mesejo, Oscar Cordón
2025 J jnl
The paradox of success in evolutionary and bioinspired optimization: Revisiting critical issues, key studies, and methodological pathways.
Swarm Evol. Comput.
Daniel Molina, Javier Del Ser, Javier Poyatos, Francisco Herrera
2025 J jnl
Using offline data to speed up Reinforcement Learning in procedurally generated environments.
Neurocomputing
Alain Andres, Lukas Schäfer, Stefano V. Albrecht, Javier Del Ser
2025 J jnl
WoodAD: A New Dataset and a Comparison of Deep Learning Approaches for Wood Anomaly Detection.
Expert Syst. J. Knowl. Eng.
Omar del Tejo Catalá, Javier Perez, Nicolás García Sastre, Juan-Carlos Perez-Cortes, Javier Del Ser
2025 J jnl
World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child.
CoRR
Javier Del Ser, Jesus L. Lobo, Heimo Müller, Andreas Holzinger
2024 J jnl
A Collaborative Content Moderation Framework for Toxicity Detection based on Conformalized Estimates of Annotation Disagreement.
CoRR
Guillermo Villate-Castillo, Javier Del Ser, Borja Sanz
2024 — conf
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks.
CoLLAs
Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas
2024 J jnl
A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks.
CoRR
Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas
2024 J jnl
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas.
CoRR
Iñigo Delgado-Enales, Joshua Lizundia-Loiola, Patricia Molina-Costa, Javier Del Ser
2024 J jnl
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends.
IEEE CAA J. Autom. Sinica
María Victoria Luzón, Nuria Rodríguez Barroso, Alberto Argente-Garrido, Daniel Jiménez-López, Jose M. Moyano, Javier Del Ser, Weiping Ding, Francisco Herrera
2024 J jnl
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems.
CoRR
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera
2024 J jnl
A novel approach for the detection of anomalous energy consumption patterns in industrial cyber-physical systems.
Expert Syst. J. Knowl. Eng.
Izaskun Mendia, Sergio Gil-Lopez, Iñaki Grau, Javier Del Ser
2024 J jnl
A review of deep learning-based approaches for deepfake content detection.
Expert Syst. J. Knowl. Eng.
Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
2024 B conf
Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies.
IJCNN
Aitor Martínez-Seras, Alain Andres, Javier Del Ser
2024 J jnl
AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency.
CoRR
Maria Arostegi, Miren Nekane Bilbao, Jesus L. Lobo, Javier Del Ser
2024 B conf
Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression.
IJCNN
Javier Del Ser, Aitor Martínez-Seras, Miren Nekane Bilbao, Jesus L. Lobo, Ibai Laña, Francisco Herrera
2024 J jnl
Can transformative AI shape a new age for our civilization?: Navigating between speculation and reality.
CoRR
Jesus L. Lobo, Javier Del Ser
2024 — conf
Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability.
FUZZ
Nuria Rodríguez Barroso, Javier Del Ser, María Victoria Luzón, Francisco Herrera
2024 J jnl
Domain generalized person reidentification based on skewness regularity of higher-order statistics.
Knowl. Based Syst.
Mingfu Xiong, Yang Xu, Ruimin Hu, Zhongyuan Wang, Javier Del Ser, Khan Muhammad, Zixiang Xiong
2024 J jnl
Emerging NeoHebbian Dynamics in Forward-Forward Learning: Implications for Neuromorphic Computing.
CoRR
Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas
2024 J jnl
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects.
CoRR
Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera
2024 J jnl
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions.
Inf. Fusion
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
2024 J jnl
Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies.
Future Gener. Comput. Syst.
Haroon Wahab, Irfan Mehmood, Hassan Ugail, Javier Del Ser, Khan Muhammad
2024 J jnl
Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models.
CoRR
Alain Andres, Javier Del Ser
2024 J jnl
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang
2024 J jnl
Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.
IEEE Trans. Fuzzy Syst.
M. Tanveer, M. Sajid, Mushir Akhtar, Abdul Quadir, Tripti Goel, Aroof Aimen, Sushmita Mitra, Yu-Dong Zhang, Chin-Teng Lin, Javier Del Ser
2024 J jnl
General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance.
Inf. Fusion
Isaac Triguero, Daniel Molina, Javier Poyatos, Javier Del Ser, Francisco Herrera
2024 J jnl
Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles.
IEEE Trans. Veh. Technol.
Sheezan Fayaz, Shabir A. Parah, G. J. Qureshi, Jaime Lloret, Javier Del Ser, Khan Muhammad
2024 J jnl
Large-Kernel Attention for 3D Medical Image Segmentation.
Cogn. Comput.
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
2024 J jnl
Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects.
Neurocomputing
Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser
2024 J jnl
Measuring the Confidence of Single-Point Traffic Forecasting Models: Techniques, Experimental Comparison, and Guidelines Toward Their Actionability.
IEEE Trans. Intell. Transp. Syst.
Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2024 — conf
Mitigating Toxicity in Dialogue Agents through Adversarial Reinforcement Learning.
AEQUITAS@ECAI
Guillermo Villate-Castillo, Borja Sanz, Javier Del Ser
2024 J jnl
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey.
ACM Comput. Surv.
Xiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang
2024 J jnl
On generating trustworthy counterfactual explanations.
Inf. Sci.
Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Anna Saranti, Andreas Holzinger
2024 J jnl
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications.
CoRR
Alain Andres, Aitor Martínez-Seras, Ibai Laña, Javier Del Ser
2024 — conf
On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis.
ITSC
Javier Del Ser, Aitor Martínez-Seras, Ibai Laña, Miren Nekane Bilbao, Panagiotis Fafoutellis, Eleni I. Vlahogianni
2024 A conf
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarization.
ECAI
Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas
2024 J jnl
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarization.
CoRR
Erik B. Terres-Escudero, Javier Del Ser, Pablo García Bringas
2024 J jnl
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data.
CoRR
Aitor Martínez-Seras, Javier Del Ser, Alain Andres, Pablo García Bringas
2024 J jnl
On the Robustness of Fully-Spiking Neural Networks in Open-World Scenarios using Forward-Only Learning Algorithms.
CoRR
Erik B. Terres-Escudero, Javier Del Ser, Aitor Martínez-Seras, Pablo García Bringas
2024 J jnl
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence.
CoRR
José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser, Francisco Herrera
2024 J jnl
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment.
Cogn. Comput.
Mingfu Xiong, Hanmei Chen, Yi Wen, Abdul Khader Jilani Saudagar, Javier Del Ser, Khan Muhammad
2024 J jnl
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method.
CoRR
Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang
2024 J jnl
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
Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang
2024 — conf
Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models.
CAEPIA
Amaia Abanda, Ainhoa Pujana, Javier Del Ser
2024 — conf
Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams.
HAIS (1)
Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser
2024 J jnl
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams.
CoRR
Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser
2024 J jnl
Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images.
IEEE Trans. Comput. Biol. Bioinform.
Xiujian Liu, Tianyuan Feng, Weipeng Liu, Liang Song, Yixuan Yuan, William Kongto Hau, Javier Del Ser, Zhifan Gao
2024 J jnl
Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence.
Sensors
Javier Sánchez Cubillo, Javier Del Ser, José Luis Martín
2024 J jnl
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning.
Cogn. Comput.
Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser
2024 J jnl
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning.
CoRR
Cristian Ramírez-Atencia, Javier Del Ser, David Camacho
2024 J jnl
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI.
CoRR
Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
2024 J jnl
Words as Beacons: Guiding RL Agents with High-Level Language Prompts.
CoRR
Unai Ruiz-Gonzalez, Alain Andres, Pedro G. Bascoy, Javier Del Ser
2023 — conf
A Causal Deep Learning Framework for Traffic Forecasting.
ITSC
Panagiotis Fafoutellis, Ibai Laña, Javier Del Ser, Eleni I. Vlahogianni
2023 J jnl
A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles.
IEEE Trans. Intell. Transp. Syst.
Eric L. Manibardo, Ibai Laña, Esther Villar-Rodriguez, Javier Del Ser
2023 J jnl
A framework to improve urban accessibility and environmental conditions in age-friendly cities using graph modeling and multi-objective optimization.
Comput. Environ. Urban Syst.
Iñigo Delgado-Enales, Javier Del Ser, Patricia Molina-Costa
2023 J jnl
A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability.
Inf. Fusion
Aitor Martínez-Seras, Javier Del Ser, Jesus L. Lobo, Pablo García Bringas, Nikola K. Kasabov
2023 J jnl
A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges.
J. Ambient Intell. Humaniz. Comput.
Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez-Cámara, Javier Del Ser, David Camacho
2023 J jnl
AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus.
Neural Comput. Appl.
Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
2023 J jnl
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques.
Appl. Soft Comput.
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz
2023 J jnl
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification.
CoRR
Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang
2023 J jnl
ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification.
Neurocomputing
Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang
2023 J jnl
Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share?
Neural Comput. Appl.
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2023 J jnl
Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives.
IEEE Netw.
Khan Muhammad, Javier Del Ser, Naércio Magaia, Ramon Fonseca, Tanveer Hussain, Amir H. Gandomi, Mahmoud Daneshmand, Victor Hugo C. de Albuquerque
2023 J jnl
Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation.
CoRR
Natalia Díaz Rodríguez, Javier Del Ser, Mark Coeckelbergh, Marcos López de Prado, Enrique Herrera-Viedma, Francisco Herrera
2023 J jnl
Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation.
Inf. Fusion
Natalia Díaz Rodríguez, Javier Del Ser, Mark Coeckelbergh, Marcos López de Prado, Enrique Herrera-Viedma, Francisco Herrera
2023 J jnl
Deep learning for brain age estimation: A systematic review.
Inf. Fusion
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
2023 J jnl
Deep learning for understanding multilabel imbalanced Chest X-ray datasets.
Future Gener. Comput. Syst.
Helena Liz, Javier Huertas-Tato, Manuel A. Sánchez-Montañés, Javier Del Ser, David Camacho
2023 J jnl
Deep neural networks in the cloud: Review, applications, challenges and research directions.
Neurocomputing
Kit Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi, Vasile Palade, Duc-Son Pham, Javier Del Ser, Khan Muhammad
2023 J jnl
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks.
Environ. Model. Softw.
Piotr S. Maciag, Robert Bembenik, Aleksandra Piekarzewicz, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov
2023 — conf
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery.
ITSC
Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas
2023 J jnl
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery.
CoRR
Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas
2023 — conf
Efficient Platooning for Urban Last Mile Logistics Using Multi-Objective Optimization: Performance Comparison and Load Strategies.
ITSC
Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2023 — conf
Enhanced Generalization Through Prioritization and Diversity in Self-Imitation Reinforcement Learning Over Procedural Environments with Sparse Rewards.
SSCI
Alain Andres, Daochen Zha, Javier Del Ser
2023 J jnl
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards.
CoRR
Alain Andres, Daochen Zha, Javier Del Ser
2023 J jnl
Ensemble deep learning in speech signal tasks: A review.
Neurocomputing
M. Tanveer, Aryan Rastogi, Vardhan Paliwal, M. A. Ganaie, Ashwani Kumar Malik, Javier Del Ser, Chin-Teng Lin
2023 J jnl
EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks.
Neural Networks
Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera
2023 — conf
Evolutionary Multi-Objective Quantization of Randomization-Based Neural Networks.
SSCI
Javier Del Ser, Alain Andres, Miren Nekane Bilbao, Ibai Laña, Jesus L. Lobo
2023 C conf
Expert-driven Rule-based Refinement of Semantic Segmentation Maps for Autonomous Vehicles.
IV
Eric L. Manibardo, Ibai Laña, Javier Del Ser, Alexander Carballo, Kazuya Takeda
2023 J jnl
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions.
CoRR
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
2023 J jnl
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.
Inf. Fusion
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
2023 J jnl
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels.
IEEE Trans. Emerg. Top. Comput. Intell.
Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang
2023 J jnl
Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals.
Comput. Biol. Medicine
Sanjay Kumar, Abhishek Mallik, Akshi Kumar, Javier Del Ser, Guang Yang
2023 J jnl
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Open Challenges and Implications.
CoRR
Isaac Triguero, Daniel Molina, Javier Poyatos, Javier Del Ser, Francisco Herrera
2023 J jnl
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis.
IEEE J. Biomed. Health Informatics
Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
2023 J jnl
Managing the unknown: a survey on Open Set Recognition and tangential areas.
CoRR
Marcos Barcina-Blanco, Jesus L. Lobo, Pablo García Bringas, Javier Del Ser
2023 J jnl
Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation.
Inf. Fusion
Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang, Javier Del Ser, Lin Xu
2023 — conf
Multi-step Ahead Visual Trajectory Prediction for Object Tracking using Echo State Networks.
ITSC
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2023 J jnl
Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement.
Inf. Fusion
Leandro A. Passos, João Paulo Papa, Javier Del Ser, Amir Hussain, Ahsan Adeel
2023 J jnl
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness.
CoRR
Javier Poyatos, Daniel Molina, Aitor Martínez-Seras, Javier Del Ser, Francisco Herrera
2023 J jnl
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness.
Appl. Soft Comput.
Javier Poyatos, Daniel Molina, Aitor Martínez-Seras, Javier Del Ser, Francisco Herrera
2023 — conf
On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence.
CAI
Jesus L. Lobo, Ibai Laña, Eneko Osaba, Javier Del Ser
2023 J jnl
On the Connection between Concept Drift and Uncertainty in Industrial Artificial Intelligence.
CoRR
Jesus L. Lobo, Ibai Laña, Eneko Osaba, Javier Del Ser
2023 — conf
On the Design and Performance of a Novel Metaheuristic Solver for the Extended Colored Traveling Salesman Problem.
ITSC
Branko Miloradovic, Eneko Osaba, Javier Del Ser, Vuk Vujovic, Alessandro V. Papadopoulos
2023 J jnl
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead.
Inf. Fusion
Kai Zhang, Feng Zhang, Wenbo Wan, Hui Yu, Jiande Sun, Javier Del Ser, Eyad Elyan, Amir Hussain
2023 J jnl
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data.
Inf. Fusion
Nasir Rahim, Shaker H. Ali El-Sappagh, Sajid Ali, Khan Muhammad, Javier Del Ser, Tamer AbuHmed
2023 J jnl
Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation.
Neural Comput. Appl.
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
2023 — conf
Solving a Multi-objective Job Shop Scheduling Problem with an Automatically Configured Evolutionary Algorithm.
OLA
Jesús Para, Javier Del Ser, Antonio J. Nebro
2023 — conf
Spatial Estimation of Ground-Level Temperature for Climate-Sensitive Urban Mobility using Image-to-Image Deep Neural Networks.
ITSC
Iñigo Delgado-Enales, Patricia Molina-Costa, Javier Del Ser
2023 — conf
The Right to Be Forgotten in Artificial Intelligence: Issues, Approaches, Limitations and Challenges.
CAI
Jesus L. Lobo, Sergio Gil-Lopez, Javier Del Ser
2023 J jnl
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning.
CoRR
Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser
2023 J jnl
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments.
CoRR
Alain Andres, Lukas Schäfer, Esther Villar-Rodriguez, Stefano V. Albrecht, Javier Del Ser
2023 J jnl
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning.
IEEE J. Sel. Top. Signal Process.
Samee Ullah Khan, Noman Khan, Tanveer Hussain, Khan Muhammad, Mohammad Hijji, Javier Del Ser, Sung Wook Baik
2023 J jnl
Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows.
Inf. Fusion
Shuai Liu, Shichen Huang, Shuai Wang, Khan Muhammad, Paolo Bellavista, Javier Del Ser
2022 — conf
A Comparison of Modelling Approaches for the Long-term Estimation of Origin Destination Matrices in Bike Sharing Systems.
ITSC
Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2022 B conf
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization.
CEC
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo
2022 J jnl
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks.
CoRR
Aitor Martínez-Seras, Javier Del Ser, Jesus L. Lobo, Pablo García Bringas, Nikola K. Kasabov
2022 J jnl
A fingerprint-based localization algorithm based on LSTM and data expansion method for sparse samples.
Future Gener. Comput. Syst.
Bing Jia, Wenling Qiao, Zhaopeng Zong, Shuai Liu, Mohammad Hijji, Javier Del Ser, Khan Muhammad
2022 J jnl
A framework for adapting online prediction algorithms to outlier detection over time series.
Knowl. Based Syst.
Alaiñe Iturria, Jokin Labaien, Santi Charramendieta, Aizea Lojo, Javier Del Ser, Francisco Herrera
2022 J jnl
AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus.
CoRR
Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakuan Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
2022 J jnl
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques.
CoRR
Dusan Fister, Jorge Pérez-Aracil, César Peláez-Rodríguez, Javier Del Ser, Sancho Salcedo-Sanz
2022 J jnl
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning.
IEEE Trans. Evol. Comput.
Aritz D. Martinez, Javier Del Ser, Eneko Osaba, Francisco Herrera
2022 C conf
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments.
CD-MAKE
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2022 J jnl
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments.
CoRR
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2022 J jnl
An active adaptation strategy for streaming time series classification based on elastic similarity measures.
Neural Comput. Appl.
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
2022 J jnl
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR
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
2022 J jnl
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data.
Future Gener. Comput. Syst.
Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2022 B conf
Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?
FUZZ-IEEE
Aitor Martínez-Seras, Javier Del Ser, Pablo García Bringas
2022 C conf
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation.
CD-MAKE
Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez
2022 J jnl
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation.
CoRR
Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez
2022 J jnl
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share?
CoRR
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2022 J jnl
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions.
CoRR
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
2022 J jnl
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions.
Inf. Fusion
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
2022 J jnl
Deep Learning for Brain Age Estimation: A Systematic Review.
CoRR
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
2022 J jnl
Deep Learning for Road Traffic Forecasting: Does it Make a Difference?
IEEE Trans. Intell. Transp. Syst.
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2022 J jnl
Deep learning for understanding multilabel imbalanced Chest X-ray datasets.
CoRR
Helena Liz, Javier Huertas-Tato, Manuel A. Sánchez-Montañés, Javier Del Ser, David Camacho
2022 J jnl
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information.
Appl. Intell.
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
2022 J jnl
Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods.
Swarm Evol. Comput.
Eneko Osaba, Javier Del Ser, Carlos Cotta, Pablo Moscato
2022 B conf
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.
IJCNN
Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho
2022 — conf
Efficient Video Summarization for Smart Surveillance Systems.
SSCI
Khan Muhammad, Tanveer Hussain, Javier Del Ser, Weiping Ding, Amir H. Gandomi, Victor Hugo C. de Albuquerque
2022 B conf
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method.
CEC
Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser
2022 J jnl
EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks.
CoRR
Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera
2022 J jnl
Evolutionary Multitask Optimization: Fundamental research questions, practices, and directions for the future.
Swarm Evol. Comput.
Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan
2022 J jnl
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions.
Cogn. Comput.
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Amir Hussain
2022 J jnl
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels.
CoRR
Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang
2022 J jnl
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization.
CoRR
Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Andreas Holzinger
2022 J jnl
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation.
CoRR
Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang
2022 J jnl
Fuzzy Logic in Surveillance Big Video Data Analysis: Comprehensive Review, Challenges, and Research Directions.
ACM Comput. Surv.
Khan Muhammad, Mohammad S. Obaidat, Tanveer Hussain, Javier Del Ser, Neeraj Kumar, Muhammad Tanveer, Faiyaz Doctor
2022 J jnl
Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification.
Knowl. Based Syst.
Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Díaz Rodríguez
2022 J jnl
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification.
CoRR
Adrien Bennetot, Gianni Franchi, Javier Del Ser, Raja Chatila, Natalia Díaz Rodríguez
2022 J jnl
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.
Naércio Magaia, Pedro F. Ferreira, Paulo Rogério Pereira, Khan Muhammad, Javier Del Ser, Victor Hugo C. de Albuquerque
2022 J jnl
Guest Editorial Artificial Intelligence and Deep Learning for Intelligent and Sustainable Traffic and Vehicle Management (VANETs).
IEEE Trans. Intell. Transp. Syst.
Brij B. Gupta, Dharma P. Agrawal, Muhammad Sajjad, Michael Sheng, Javier Del Ser
2022 J jnl
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis.
CoRR
Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
2022 J jnl
Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities.
IEEE Internet Things J.
Shuai Wang, Xinyu Liu, Shuai Liu, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Victor Hugo C. de Albuquerque
2022 B conf
Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization.
CEC
Iñigo Delgado-Enales, Patricia Molina-Costa, Eneko Osaba, Silvia Urra-Uriarte, Javier Del Ser
2022 J jnl
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence.
Inf. Fusion
Andreas Holzinger, Matthias Dehmer, Frank Emmert-Streib, Rita Cucchiara, Isabelle Augenstein, Javier Del Ser, Wojciech Samek, Igor Jurisica, Natalia Díaz Rodríguez
2022 J jnl
Jointly optimized ensemble deep random vector functional link network for semi-supervised classification.
Eng. Appl. Artif. Intell.
Qiushi Shi, Ponnuthurai Nagaratnam Suganthan, Javier Del Ser
2022 J jnl
Large-Kernel Attention for 3D Medical Image Segmentation.
CoRR
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
2022 J jnl
Measuring the Confidence of Traffic Forecasting Models: Techniques, Experimental Comparison and Guidelines towards Their Actionability.
CoRR
Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2022 J jnl
Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey.
CoRR
Xiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang
2022 J jnl
On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles.
CoRR
Eric L. Manibardo, Ibai Laña, Esther Villar-Rodriguez, Javier Del Ser
2022 — conf
On the Potential of Randomization-based Neural Networks for Driving Behavior Classification.
ITSC
Javier Del Ser, Eric L. Manibardo, Ibai Laña
2022 J jnl
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification.
Neural Comput. Appl.
Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
2022 J jnl
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives.
Appl. Soft Comput.
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2022 J jnl
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation.
CoRR
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
2022 J jnl
Swin Transformer for Fast MRI.
CoRR
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
2022 J jnl
Swin transformer for fast MRI.
Neurocomputing
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
2022 — conf
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation.
SSCI
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2022 J jnl
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation.
CoRR
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
2022 J jnl
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks.
Future Gener. Comput. Syst.
Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
2022 J jnl
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks.
IEEE Trans. Intell. Transp. Syst.
Khan Muhammad, Tanveer Hussain, Hayat Ullah, Javier Del Ser, Mahdi Rezaei, Neeraj Kumar, Mohammad Hijji, Paolo Bellavista, Victor Hugo C. de Albuquerque
2022 — conf
What to Sense When There is no Sensor: Ex-novo Traffic Flow Estimation for Non-Sensed Roads.
ITSC
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2021 J jnl
A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems.
Swarm Evol. Comput.
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera
2021 J jnl
A prescription of methodological guidelines for comparing bio-inspired optimization algorithms.
Swarm Evol. Comput.
Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Poyatos, Javier Del Ser, Francisco Herrera
2021 J jnl
A survey on extremism analysis using Natural Language Processing.
CoRR
Javier Torregrosa, Gema Bello Orgaz, Eugenio Martínez Cámara, Javier Del Ser, David Camacho
2021 J jnl
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
Inf. Sci.
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera
2021 J jnl
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions.
IEEE Trans. Ind. Informatics
Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra
2021 J jnl
An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware.
IEEE Trans. Intell. Transp. Syst.
Muhammad Sajjad, Muhammad Irfan, Khan Muhammad, Javier Del Ser, Javier J. Sánchez Medina, Sergey Andreev, Weiping Ding, Jong Weon Lee
2021 J jnl
CURIE: a cellular automaton for concept drift detection.
Data Min. Knowl. Discov.
Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera
2021 — conf
Change Detection and Adaptation Strategies for Long-Term Estimation of Pedestrian Flows.
ITSC
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2021 B conf
Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards.
IJCNN
Alain Andres, Esther Villar-Rodriguez, Aritz D. Martinez, Javier Del Ser
2021 J jnl
Computational Intelligence in the hospitality industry: A systematic literature review and a prospect of challenges.
Appl. Soft Comput.
Juan Antonio Guerra-Montenegro, Javier J. Sánchez Medina, Ibai Laña, David Sánchez-Rodríguez, Itziar G. Alonso-González, Javier Del Ser
2021 J jnl
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey.
IEEE Trans. Neural Networks Learn. Syst.
Khan Muhammad, Salman Khan, Javier Del Ser, Victor Hugo C. de Albuquerque
2021 J jnl
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions.
IEEE Trans. Intell. Transp. Syst.
Khan Muhammad, Amin Ullah, Jaime Lloret, Javier Del Ser, Victor Hugo C. de Albuquerque
2021 J jnl
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments.
Expert Syst. Appl.
Salman Khan, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Fabio Cuzzolin, Siddhartha Bhattacharyya, Zahid Akhtar, Victor Hugo C. de Albuquerque
2021 J jnl
Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information.
CoRR
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
2021 — conf
Ensemble Learning for Seated People Counting using WiFi Signals: Performance Study and Transferability Assessment.
GLOBECOM (Workshops)
José Ramón Merino Bernaola, Iker Sobrón, Javier Del Ser, Iratxe Landa, Iñaki Eizmendi, Manuel Vélez
2021 J jnl
Evolutionary Multitask Optimization: Are we Moving in the Right Direction?
CoRR
Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan
2021 J jnl
Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions.
CoRR
Eneko Osaba, Aritz D. Martinez, Javier Del Ser
2021 J jnl
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey.
CoRR
Thomas Rojat, Raphaël Puget, David Filliat, Javier Del Ser, Rodolphe Gelin, Natalia Díaz Rodríguez
2021 J jnl
From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability.
Sensors
Ibai Laña, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser
2021 J jnl
LUNAR: Cellular automata for drifting data streams.
Inf. Sci.
Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2021 J jnl
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges.
Inf. Fusion
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2021 — conf
Lightweight Alternatives for Hyper-parameter Tuning in Drifting Data Streams.
ICDM (Workshops)
Jesus L. Lobo, Javier Del Ser, Eneko Osaba
2021 — conf
MO-MFCGA: Multiobjective Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
SSCI
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Antonio J. Nebro, Xin-She Yang
2021 — conf
Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture.
SOCO
Maria Arostegi, Diana Manjarres, Sonia Bilbao, Javier Del Ser
2021 — conf
More is not Always Better: Insights from a Massive Comparison of Meta-heuristic Algorithms over Real-Parameter Optimization Problems.
SSCI
Javier Del Ser, Eneko Osaba, Aritz D. Martinez, Miren Nekane Bilbao, Javier Poyatos, Daniel Molina, Francisco Herrera
2021 J jnl
Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis.
Inf. Fusion
Weiwei Zhang, Guang Yang, Nan Zhang, Lei Xu, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque
2021 J jnl
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J.
Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque
2021 J jnl
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification.
CoRR
Alejandro Barredo Arrieta, Sergio Gil-Lopez, Ibai Laña, Miren Nekane Bilbao, Javier Del Ser
2021 — conf
Performance and Explainability of Reservoir Computing Models for Industrial Prognosis.
SOCO
Unai Armentia, Irantzu Barrio, Javier Del Ser
2021 J jnl
QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion.
Inf. Fusion
Ijaz Ul Haq, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Muhammad Sajjad, Sung Wook Baik
2021 B conf
Random Vector Functional Link Networks for Road Traffic Forecasting: Performance Comparison and Stability Analysis.
IJCNN
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2021 J jnl
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives.
CoRR
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2021 — conf
Rank Aggregation for Non-stationary Data Streams.
ECML/PKDD (3)
Ekhine Irurozki, Aritz Pérez, Jesus L. Lobo, Javier Del Ser
2021 — conf
SLAYER: A Semi-supervised Learning Approach for Drifting Data Streams under Extreme Verification Latency.
IAL@PKDD/ECML
Maria Arostegi, Jesus L. Lobo, Javier Del Ser
2021 — conf
Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations.
ITSC
Ibai Laña, Izaskun Oregi, Javier Del Ser
2021 J jnl
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks.
Neural Networks
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser
2020 — conf
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs.
SSCI
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser
2020 J jnl
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs.
CoRR
Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser
2020 — conf
A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems.
SOCO
Icíar Lloréns, Ricardo Alonso, Sergio Gil-Lopez, Sandra Riaño, Javier Del Ser
2020 — conf
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)
Mohammad Nasir, Ali Sadollah, Eneko Osaba, Javier Del Ser
2020 J jnl
A critical literature survey and prospects on tampering and anomaly detection in image data.
Appl. Soft Comput.
Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque
2020 J jnl
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities.
Inf. Fusion
Sergio González, Salvador García, Javier Del Ser, Lior Rokach, Francisco Herrera
2020 J jnl
A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids.
Appl. Soft Comput.
Abdu Gumaei, Mohammad Mehedi Hassan, Md. Shamsul Huda, Md. Rafiul Hassan, David Camacho, Javier Del Ser, Giancarlo Fortino
2020 J jnl
AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking.
CoRR
Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo, Francisco Herrera
2020 — conf
An Intelligent Procedure for the Methodology of Energy Consumption in Industrial Environments.
IDEAL (2)
Izaskun Mendia, Sergio Gil-Lopez, Javier Del Ser, Iñaki Grau, Adelaida Lejarazu, Erik Maqueda, Eugenio Perea
2020 B conf
Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images.
COMPSAC
Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser
2020 J jnl
Bioinspired Computational Intelligence and Transportation Systems: A Long Road Ahead.
IEEE Trans. Intell. Transp. Syst.
Javier Del Ser, Eneko Osaba, Javier J. Sánchez Medina, Iztok Fister Jr., Iztok Fister
2020 — conf
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking.
ICCS (5)
Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez
2020 J jnl
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking.
CoRR
Eneko Osaba, Javier Del Ser, Xin-She Yang, Andrés Iglesias, Akemi Gálvez
2020 J jnl
CURIE: A Cellular Automaton for Concept Drift Detection.
CoRR
Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera
2020 J jnl
Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics.
Appl. Soft Comput.
Eneko Osaba, Javier Del Ser, David Camacho, Miren Nekane Bilbao, Xin-She Yang
2020 J jnl
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations.
Cogn. Comput.
Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera
2020 J jnl
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations.
CoRR
Daniel Molina, Javier Poyatos, Javier Del Ser, Salvador García, Amir Hussain, Francisco Herrera
2020 — conf
Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks.
IDEAL (2)
Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra
2020 J jnl
Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial].
IEEE Intell. Transp. Syst. Mag.
Eneko Osaba, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Xin-She Yang, Antonio D. Masegosa, Joshué Pérez Rastelli, Javier Del Ser
2020 — conf
Data-driven Predictive Modeling of Traffic and Air Flow for the Improved Efficiency of Tunnel Ventilation Systems.
ITSC
Ibai Laña, Ignacio (Iñaki) Olabarrieta, Javier Del Ser, Luis Rodriguez
2020 — conf
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment.
ITSC
Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2020 J jnl
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment.
CoRR
Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2020 J jnl
Deep Learning for Road Traffic Forecasting: Does it Make a Difference?
CoRR
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2020 J jnl
DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios.
IEEE Trans. Ind. Informatics
Khan Muhammad, Tanveer Hussain, Javier Del Ser, Vasile Palade, Victor Hugo C. de Albuquerque
2020 — conf
Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data.
ITSC
Panagiotis Fafoutellis, Eleni I. Vlahogianni, Javier Del Ser
2020 — conf
Distributed Coordination of Heterogeneous Robotic Swarms Using Stochastic Diffusion Search.
IDEAL (2)
Eneko Osaba, Javier Del Ser, Xabier Jubeto, Andrés Iglesias, Iztok Fister Jr., Akemi Gálvez, Iztok Fister
2020 J jnl
Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements.
CoRR
Mostafa Shahriari, David Pardo, J. A. Rivera, Carlos Torres-Verdín, Artzai Picón, Javier Del Ser, S. Ossandón, Victor M. Calo
2020 J jnl
Evolutionary LSTM-FCN networks for pattern classification in industrial processes.
Swarm Evol. Comput.
Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Fernando Veiga, Mariluz Penalva, Basilio Sierra
2020 J jnl
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI.
Inf. Fusion
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
2020 J jnl
Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning.
Neural Networks
Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser
2020 J jnl
Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics.
CoRR
Antonio LaTorre, Daniel Molina, Eneko Osaba, Javier Del Ser, Francisco Herrera
2020 J jnl
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability.
CoRR
Ibai Lana, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser
2020 J jnl
Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
LUNAR: Cellular Automata for Drifting Data Streams.
CoRR
Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2020 J jnl
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges.
CoRR
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2020 B conf
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis.
CEC
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2020 J jnl
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis.
CoRR
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera
2020 B conf
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data.
IJCNN
Eric L. Manibardo, Ibai Laña, Jesus L. Lobo, Javier Del Ser
2020 J jnl
New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data.
CoRR
Eric L. Manibardo, Ibai Laña, Jesus L. Lobo, Javier Del Ser
2020 — conf
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking.
ITSC
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser
2020 J jnl
On the Transferability of Knowledge among Vehicle Routing Problems by using Cellular Evolutionary Multitasking.
CoRR
Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Ibai Laña, Javier Del Ser
2020 J jnl
On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems.
Expert Syst. J. Knowl. Eng.
Ana Maria Nogareda, Javier Del Ser, Eneko Osaba, David Camacho
2020 J jnl
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook.
Inf. Fusion
Marcus A. G. Santos, Roberto Muñoz, Rodrigo Olivares, Pedro Pedrosa Rebouças Filho, Javier Del Ser, Victor Hugo C. de Albuquerque
2020 J jnl
PADL: A Modeling and Deployment Language for Advanced Analytical Services.
Sensors
Josu Díaz-de-Arcaya, Raúl Miñón, Ana I. Torre-Bastida, Javier Del Ser, Aitor Almeida
2020 — conf
Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm.
ICCS (5)
Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser
2020 B conf
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples.
IJCNN
Alejandro Barredo Arrieta, Javier Del Ser
2020 J jnl
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples.
CoRR
Alejandro Barredo Arrieta, Javier Del Ser
2020 J jnl
Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences.
Neural Networks
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
2020 J jnl
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization.
CoRR
Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera
2020 B conf
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization.
CEC
Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera
2020 J jnl
Soft Computing for Swarm Robotics: New Trends and Applications.
J. Comput. Sci.
Eneko Osaba, Javier Del Ser, Andrés Iglesias, Xin-She Yang
2020 J jnl
Spiking Neural Networks and online learning: An overview and perspectives.
Neural Networks
Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola K. Kasabov
2020 C conf
Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings.
CW
Akemi Gálvez, Eneko Osaba, Iztok Fister, Andrés Iglesias, Javier Del Ser, Iztok Fister Jr.
2020 J jnl
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework.
IEEE Trans. Commun.
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2020 — conf
Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls.
ITSC
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2020 J jnl
Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls.
CoRR
Eric L. Manibardo, Ibai Laña, Javier Del Ser
2020 J jnl
Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges.
Future Gener. Comput. Syst.
Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili
2020 — conf
Visualization of Numerical Association Rules by Hill Slopes.
IDEAL (1)
Iztok Fister, Dusan Fister, Andrés Iglesias, Akemi Gálvez, Eneko Osaba, Javier Del Ser, Iztok Fister Jr.
2020 J jnl
dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems.
CoRR
Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser
2020 — conf
dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems.
GECCO Companion
Eneko Osaba, Aritz D. Martinez, Akemi Gálvez, Andrés Iglesias, Javier Del Ser
2019 J jnl
A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection.
Swarm Evol. Comput.
Eneko Osaba, Xin-She Yang, Iztok Fister Jr., Javier Del Ser, Pedro López-García, Alejo J. Vazquez-Pardavila
2019 — conf
A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability.
ITSC
Ibai Laña, Esther Villar-Rodriguez, Urtats Etxegarai, Izaskun Oregi, Javier Del Ser
2019 J jnl
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron.
Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2019 J jnl
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.
Jesus Para, Javier Del Ser, Antonio J. Nebro, Urko Zurutuza, Francisco Herrera
2019 — conf
Bat Algorithm for Kernel Computation in Fractal Image Reconstruction.
ICCS (3)
Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias
2019 J jnl
Bio-inspired computation: Where we stand and what's next.
Swarm Evol. Comput.
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
2019 J jnl
Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives.
Appl. Soft Comput.
María Jesús García-Godoy, Esteban López-Camacho, José García-Nieto, Javier Del Ser, Antonio J. Nebro, José Francisco Aldana-Montes
2019 — conf
Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams.
GECCO (Companion)
Eneko Osaba, Javier Del Ser, Ángel Panizo, David Camacho, Akemi Gálvez, Andrés Iglesias
2019 — conf
Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm.
GECCO (Companion)
Akemi Gálvez, Iztok Fister Jr., Eneko Osaba, Iztok Fister, Javier Del Ser, Andrés Iglesias
2019 B conf
Cooperative game concepts in solving global optimization.
CEC
Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister
2019 — conf
Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves.
ICSI (1)
Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias
2019 J jnl
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0.
Inf. Fusion
Alberto Diez-Olivan, Javier Del Ser, Diego Galar, Basilio Sierra
2019 — conf
Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates.
ITSC
Ismael Estalayo, Eneko Osaba, Ibai Laña, Javier Del Ser
2019 — conf
Discovering dependencies among mined association rules with population-based metaheuristics.
GECCO (Companion)
Iztok Fister Jr., Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias, Iztok Fister
2019 — conf
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics.
ICCS (3)
Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister
2019 — conf
ECG-based Random Forest Classifier for Cardiac Arrest Rhythms.
EMBC
Eric Manibardo, Unai Irusta, Javier Del Ser, Elisabete Aramendi, Iraia Isasi, Mikel Olabarria, Carlos Corcuera, Jose F. Veintemillas, Andima Larrea
2019 J jnl
ECG-based pulse detection during cardiac arrest using random forest classifier.
Medical Biol. Eng. Comput.
Andoni Elola, Elisabete Aramendi, Unai Irusta, Javier Del Ser, Erik Alonso, Mohamud Daya
2019 J jnl
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI.
CoRR
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
2019 J jnl
Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning.
CoRR
Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser
2019 J jnl
Foreword: New theoretical insights and practical applications of bio-inspired computation approaches.
Swarm Evol. Comput.
Javier Del Ser, Zong Woo Geem, Xin-She Yang
2019 B conf
Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging.
CEC
Akemi Gálvez, Iztok Fister, Eneko Osaba, Iztok Fister Jr., Javier Del Ser, Andrés Iglesias
2019 — conf
Hybridizing differential evolution and novelty search for multimodal optimization problems.
GECCO (Companion)
Aritz D. Martinez, Eneko Osaba, Izaskun Oregi, Iztok Fister Jr., Iztok Fister, Javier Del Ser
2019 J jnl
Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility.
IEEE Trans. Intell. Transp. Syst.
Javier Del Ser, Javier J. Sánchez Medina, Eleni I. Vlahogianni
2019 — conf
Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks.
GECCO (Companion)
Antonio D. Masegosa, Eneko Osaba, Juan S. Angarita-Zapata, Ibai Laña, Javier Del Ser
2019 J jnl
Novelty search for global optimization.
Appl. Math. Comput.
Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr., Matjaz Perc, Mitja Slavinec
2019 J jnl
On-line Elastic Similarity Measures for time series.
Pattern Recognit.
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
2019 J jnl
Online Ranking with Concept Drifts in Streaming Data.
CoRR
Ekhine Irurozki, Jesus L. Lobo, Aritz Pérez, Javier Del Ser
2019 J jnl
Optimal design of Microgrid's network topology and location of the distributed renewable energy resources using the Harmony Search algorithm.
Soft Comput.
Carlos Camacho-Gómez, Silvia Jiménez-Fernández, R. Mallol-Poyato, Javier Del Ser, Sancho Salcedo-Sanz
2019 J jnl
Real-time Electrical Power Prediction in a Combined Cycle Power Plant.
CoRR
Jesus L. Lobo, Igor Ballesteros, Izaskun Oregi, Javier Del Ser
2019 B conf
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms.
CEC
Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias
2019 — conf
Road Traffic Forecasting using Stacking Ensembles of Echo State Networks.
ITSC
Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni
2019 J jnl
Spiking Neural Networks and Online Learning: An Overview and Perspectives.
CoRR
Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola K. Kasabov
2019 J jnl
The Internet of Things: a Survey and Outlook.
CoRR
Giovanni Perrone, Massimo Vecchio, Javier Del Ser, Fabio Antonelli, Vivart Kapoor
2019 B conf
Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics.
EvoApplications
Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
2019 J jnl
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks.
CoRR
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser
2019 — conf
Using Adaptive Novelty Search in Differential Evolution.
PAAMS (Workshops)
Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.
2019 J jnl
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning.
Swarm Evol. Comput.
Cristian Ramírez-Atencia, Javier Del Ser, David Camacho
2019 — conf
What Lies Beneath: A Note on the Explainability of Black-box Machine Learning Models for Road Traffic Forecasting.
ITSC
Alejandro Barredo Arrieta, Ibai Laña, Javier Del Ser
2019 J jnl
jMetalPy: A Python framework for multi-objective optimization with metaheuristics.
Swarm Evol. Comput.
Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser
2019 J jnl
jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics.
CoRR
Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser
2018 — conf
A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics.
BIOMA
Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sánchez Cubillo, Miren Nekane Bilbao, Akemi Gálvez, Andrés Iglesias
2018 Misc conf
A Deep Learning Approach to Device-Free People Counting from WiFi Signals.
IDC
Iker Sobrón, Javier Del Ser, Iñaki Eizmendi, Manuel Vélez
2018 J jnl
A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements.
CoRR
Mostafa Shahriari, David Pardo, Artzai Picón, Adrian Galdran, Javier Del Ser, Carlos Torres-Verdín
2018 Misc conf
A Study of the Predictive Earliness of Traffic Flow Characterization for Software Defined Networking.
IDC
Hegoi Garitaonandia, Javier Del Ser, Juanjo Unzilla, Eduardo Jacob
2018 J jnl
A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem.
Appl. Soft Comput.
Eneko Osaba, Javier Del Ser, Ali Sadollah, Miren Nekane Bilbao, David Camacho
2018 J jnl
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications.
Expert Syst. J. Knowl. Eng.
Maria Arostegi, Ana I. Torre-Bastida, Miren Nekane Bilbao, Javier Del Ser
2018 Misc conf
Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures.
IDC
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
2018 Misc conf
Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm.
IDC
Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias
2018 — conf
Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode.
IDEAL (2)
Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias
2018 — conf
Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics.
IDEAL (2)
Eneko Osaba, Javier Del Ser, David Camacho, Akemi Gálvez, Andrés Iglesias, Iztok Fister Jr., Iztok Fister
2018 Misc conf
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency.
IDC
Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser
2018 J jnl
Cost-efficient deployment of multi-hop wireless networks over disaster areas using multi-objective meta-heuristics.
Neurocomputing
Miren Nekane Bilbao, Javier Del Ser, Cristina Perfecto, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2018 J jnl
DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments.
Appl. Soft Comput.
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2018 Misc conf
Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification.
IDC
Jesus Para, Javier Del Ser, Aitor Aguirre, Antonio J. Nebro
2018 J jnl
Device-Free People Counting in IoT Environments: New Insights, Results, and Open Challenges.
IEEE Internet Things J.
Iker Sobrón, Javier Del Ser, Iñaki Eizmendi, Manuel Vélez
2018 — conf
Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes.
IDEAL (1)
Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister
2018 Misc conf
Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks.
IDC
Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola K. Kasabov
2018 J jnl
Evolving Spiking Neural Networks for online learning over drifting data streams.
Neural Networks
Jesus L. Lobo, Ibai Laña, Javier Del Ser, Miren Nekane Bilbao, Nikola K. Kasabov
2018 — conf
Extending the Speed-Constrained Multi-objective PSO (SMPSO) with Reference Point Based Preference Articulation.
PPSN (1)
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
2018 Misc ed.
Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018
IDC
Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang
2018 — conf
Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search.
PAAMS (Workshops)
Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias
2018 J jnl
Let nature decide its nature: On the design of collaborative hyperheuristics for decentralized ephemeral environments.
Future Gener. Comput. Syst.
Aritz Pérez Martínez, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser
2018 Misc conf
Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction.
HAIS
Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser
2018 — conf
Multi-Objective Optimization of Bike Routes for Last-Mile Package Delivery with Drop-Offs.
ITSC
Eneko Osaba, Javier Del Ser, Antonio J. Nebro, Ibai Lana, Miren Nekane Bilbao, Javier J. Sánchez Medina
2018 — conf
Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics.
BIOMA
Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro López-García, Antonio J. Nebro
2018 Misc conf
Multi-objective Metaheuristics for a Flexible Ligand-Macromolecule Docking Problem in Computational Biology.
IDC
Esteban López-Camacho, María Jesús García-Godoy, Javier Del Ser, Antonio J. Nebro, José Francisco Aldana-Montes
2018 Misc conf
On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms.
IDC
Maciej Rybinski, William Miller, Javier Del Ser, Miren Nekane Bilbao, José Francisco Aldana-Montes
2018 Misc conf
Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks.
IDC
Ibai Laña, Elisa Capecci, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov
2018 J jnl
Road Traffic Forecasting: Recent Advances and New Challenges.
IEEE Intell. Transp. Syst. Mag.
Ibai Lana, Javier Del Ser, Manuel Vélez, Eleni I. Vlahogianni
2018 Misc conf
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment.
IDC
Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez
2018 J jnl
Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework.
CoRR
Cristina Perfecto, Mohammed Saad ElBamby, Javier Del Ser, Mehdi Bennis
2018 B conf
Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics.
EvoApplications
Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao
2018 — conf
Using Novelty Search in Differential Evolution.
PAAMS (Workshops)
Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister Jr.
2017 — conf
A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks.
ICHSA
Adrián Aybar-Ruíz, Lucas Cuadra, Javier Del Ser, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
2017 — conf
A Heuristically Optimized Complex Event Processing Engine for Big Data Stream Analytics.
ICHSA
Ignacio (Iñaki) Olabarrieta, Ana I. Torre-Bastida, Ibai Laña, Sergio Campos-Cordobes, Javier Del Ser
2017 — conf
A Novel Grouping Harmony Search Algorithm for Clustering Problems.
ICHSA
Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2017 B conf
A local search method for graph clustering heuristics based on partitional Distribution learning.
CEC
Diana Manjarres, Itziar Landa-Torres, Javier Del Ser
2017 J jnl
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks.
Int. J. Bio Inspired Comput.
Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2017 J jnl
A novel BRAM content accessing and processing method based on FPGA configuration bitstream.
Microprocess. Microsystems
Julen Gomez-Cornejo, Aitzol Zuloaga, Igor Villalta, Javier Del Ser, Uli Kretzschmar, Jesús Lázaro
2017 B conf
A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecasting.
CEC
Ibai Lana, Javier Del Ser, Manuel Vélez
2017 J jnl
A simulation-based quantitative analysis on the topological heritability of Dandelion-encoded meta-heuristics for tree optimization problems.
Soft Comput.
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2017 — conf
An Analysis of Coalition-Competition Pricing Strategies for Multi-operator Mobile Traffic Offloading Using Bi-objective Heuristics.
ICHSA
Jone Consul, Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser
2017 J jnl
Beyond WYSIWYG: Sharing Contextual Sensing Data Through mmWave V2V Communications.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 — conf
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications.
EuCNC
Cristina Perfecto, Javier Del Ser, Mehdi Bennis, Miren Nekane Bilbao
2017 J jnl
Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems.
Appl. Soft Comput.
Antonio González-Pardo, Javier Del Ser, David Camacho
2017 — conf
Cost-Efficient Selective Network Caching in Large-Area Vehicular Networks Using Multi-objective Heuristics.
ICHSA
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser
2017 — ed.
Harmony Search Algorithm - Proceedings of the 3rd International Conference on Harmony Search Algorithm, ICHSA 2017, Bilbao, Spain, 22-24 Februar 2017
ICHSA
Javier Del Ser
2017 J jnl
Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems.
Appl. Soft Comput.
Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz
2017 — conf
Joint Feature Selection and Parameter Tuning for Short-Term Traffic Flow Forecasting Based on Heuristically Optimized Multi-layer Neural Networks.
ICHSA
Ibai Laña, Javier Del Ser, Manuel Vélez, Izaskun Oregi
2017 — conf
KETpic-Matlab Toolbox for LaTeX High-Quality Graphical Artwork in Educational Materials on Bézier Curve Algorithms at a Master Level.
ICCSA (4)
Akemi Gálvez, Setsuo Takato, Masataka Kaneko, Javier Del Ser, Andrés Iglesias
2017 J jnl
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment.
IEEE J. Sel. Areas Commun.
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 B conf
Multi-objective heuristics applied to robot task planning for inspection plants.
CEC
Itziar Landa-Torres, Jesus L. Lobo, Idoia Murua, Diana Manjarres, Javier Del Ser
2017 B conf
Nature-inspired approaches for distance metric learning in multivariate time series classification.
CEC
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
2017 B conf
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria.
CEC
Javier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto
2017 — conf
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics.
ICHSA
Jesus L. Lobo, Javier Del Ser, Esther Villar-Rodriguez, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2017 Misc conf
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications.
ICIN
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2017 — conf
On-Line Dynamic Time Warping for Streaming Time Series.
ECML/PKDD (2)
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
2017 — conf
Optimal Phase Swapping in Low Voltage Distribution Networks Based on Smart Meter Data and Optimization Heuristics.
ICHSA
Izaskun Mendia, Sergio Gil-Lopez, Javier Del Ser, Ana González Bordagaray, Jesús García Prado, Manuel Vélez
2017 — conf
Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems.
ICHSA
Antonio González-Pardo, Javier Del Ser, David Camacho
2017 J jnl
Solving strategy board games using a CSP-based ACO approach.
Int. J. Bio Inspired Comput.
Antonio González-Pardo, Javier Del Ser, David Camacho
2017 J jnl
Underwater Robot Task Planning Using Multi-Objective Meta-Heuristics.
Sensors
Itziar Landa-Torres, Diana Manjarres, Sonia Bilbao, Javier Del Ser
2017 Misc conf
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines.
IDC
Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho
2017 — conf
Wireless Network Optimization for Massive V2I Data Collection Using Multiobjective Harmony Search Heuristics.
ICHSA
Iker Sobrón, Borja Alonso, Manuel Vélez, Javier Del Ser
2016 Misc conf
A Probabilistic Sample Matchmaking Strategy for Imbalanced Data Streams with Concept Drift.
IDC
Jesus L. Lobo, Javier Del Ser, Miren Nekane Bilbao, Ibai Lana, Sancho Salcedo-Sanz
2016 J jnl
A feature selection method for author identification in interactive communications based on supervised learning and language typicality.
Eng. Appl. Artif. Intell.
Esther Villar-Rodriguez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
A novel Coral Reefs Optimization algorithm with substrate layers for optimal battery scheduling optimization in micro-grids.
Soft Comput.
Sancho Salcedo-Sanz, Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Javier Del Ser
2016 J jnl
A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria.
Expert Syst. Appl.
Sancho Salcedo-Sanz, Pilar García-Díaz, Javier Del Ser, Miren Nekane Bilbao, José Antonio Portilla-Figueras
2016 B conf
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems.
CEC
Esther Villar-Rodriguez, Antonio González-Pardo, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
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.
Esther Villar-Rodriguez, Javier Del Ser, Ana I. Torre-Bastida, Miren Nekane Bilbao, Sancho Salcedo-Sanz
2016 J jnl
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR
Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
2016 — conf
Cognitive workload classification using eye-tracking and EEG data.
HCI-Aero
Jesus L. Lobo, Javier Del Ser, Flavia De Simone, Roberta Presta, Simona Collina, Zdenek Moravek
2016 B conf
Community detection in graphs based on surprise maximization using firefly heuristics.
CEC
Javier Del Ser, Jesus L. Lobo, Esther Villar-Rodriguez, Miren Nekane Bilbao, Cristina Perfecto
2016 J jnl
Identifying recommendation opportunities for computer-supported collaborative environments.
Expert Syst. J. Knowl. Eng.
Jesus L. Lobo, Olga C. Santos, Jesus Boticario, Javier Del Ser
2016 C conf
Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling.
ICA3PP
Ana I. Torre-Bastida, Esther Villar-Rodriguez, Miren Nekane Bilbao, Javier Del Ser
2016 — conf
Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.
EvoApplications (1)
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Antonio González-Pardo, Sergio Campos-Cordobes
2016 J jnl
Millimeter Wave V2V Communications: Distributed Association and Beam Alignment.
CoRR
Cristina Perfecto, Javier Del Ser, Mehdi Bennis
2016 Misc conf
On the Application of Bio-inspired Heuristics for Network Routing with Multiple QoS Constraints.
IDC
Miren Nekane Bilbao, Cristina Perfecto, Javier Del Ser, Xabier Landa
2016 J jnl
Synchronization of faulty processors in coarse-grained TMR protected partially reconfigurable FPGA designs.
Reliab. Eng. Syst. Saf.
Uli Kretzschmar, Julen Gomez-Cornejo, Armando Astarloa, Unai Bidarte, Javier Del Ser
2016 B conf
Understanding daily mobility patterns in urban road networks using traffic flow analytics.
NOMS
Ibai Lana, Javier Del Ser, Ignacio (Iñaki) Olabarrieta
2015 — conf
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off.
ICHSA
Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Sancho Salcedo-Sanz
2015 — conf
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks.
ICHSA
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro, Sancho Salcedo-Sanz
2015 J jnl
Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities.
J. Univers. Comput. Sci.
Ana I. Torre-Bastida, Esther Villar-Rodriguez, Sergio Gil-Lopez, Javier Del Ser
2015 — conf
On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids.
CAEPIA
Antonio González-Pardo, Javier Del Ser, David Camacho
2015 J jnl
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.
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Carlos Casanova-Mateo
2015 C conf
On the heritability of dandelion-encoded harmony search heuristics for tree optimization problems.
INISTA
Cristina Perfecto, Miren Nekane Bilbao, Javier Del Ser, Armando Ferro
2014 — conf
A Bi-objective Harmony Search Approach for Deploying Cost-Effective Multi-hop Communications over Large-Area Wildfires.
SOCO-CISIS-ICEUTE
Miren Nekane Bilbao, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras
2014 J jnl
A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion.
Appl. Soft Comput.
Sancho Salcedo-Sanz, Pilar García-Díaz, José Antonio Portilla-Figueras, Javier Del Ser, Sergio Gil-Lopez
2014 — conf
A Meta-heuristically Optimized Fuzzy Approach towards Multi-metric Security Risk Assessment in Heterogeneous System of Systems.
PECCS
Iñaki Eguia, Javier Del Ser
2014 — conf
A Novel Harmony Search Algorithm for One-Year-Ahead Energy Demand Estimation Using Macroeconomic Variables.
SOCO-CISIS-ICEUTE
Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Jesús Muñoz-Bulnes, Javier Del Ser, Miren Nekane Bilbao
2014 J jnl
A novel range-free localization algorithm to turn connectivity traces and motion data into localization information.
Ad Hoc Networks
José María Cabero, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Javier Del Ser, José Luis Martín
2014 J jnl
Compact and Fast Fault Injection System for Robustness Measurements on SRAM-Based FPGAs.
IEEE Trans. Ind. Electron.
Uli Kretzschmar, Armando Astarloa, Jaime Jimenez, Mikel Garay, Javier Del Ser
2014 C conf
On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework.
IDEAL
Ana I. Torre-Bastida, Esther Villar-Rodriguez, Javier Del Ser, David Camacho, Marta González
2014 Misc conf
On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks.
IDC
Esther Villar-Rodriguez, Javier Del Ser, Sancho Salcedo-Sanz
2014 J jnl
Range-free localization algorithm based on connectivity and motion.
Wirel. Networks
José María Cabero, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Javier Del Ser, José Luis Martín
2014 Misc conf
Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database.
IDC
Ana I. Torre-Bastida, Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez
2013 — conf
A Decode-and-Forward Scheme for Multihop Wireless Networks.
VTC Fall
Mikel Hernaez, Iker Alustiza, Pedro M. Crespo, Javier Del Ser
2013 J jnl
A multi-objective grouping Harmony Search algorithm for the optimal distribution of 24-hour medical emergency units.
Expert Syst. Appl.
Itziar Landa-Torres, Diana Manjarres, Sancho Salcedo-Sanz, Javier Del Ser, Sergio Gil-Lopez
2013 J jnl
A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks.
Soft Comput.
Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce
2013 J jnl
A survey on applications of the harmony search algorithm.
Eng. Appl. Artif. Intell.
Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Miren Nekane Bilbao, Sancho Salcedo-Sanz, Zong Woo Geem
2013 — conf
ENVIRAN: Energy efficient virtual radio access networks.
WPMC
Adrian Popescu, Haesik Kim, Franco R. Davoli, Raul Dopico Lopez, Somsai Thao, Javier Del Ser, Gerhard Wunder
2013 J jnl
Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics.
Eng. Appl. Artif. Intell.
Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2013 J jnl
Fuzzy-Logic Based Framework for Spectrum Availability Assessment in Cognitive Radio Systems.
IEEE J. Sel. Areas Commun.
Marja Matinmikko, Javier Del Ser, Tapio Rauma, Miia Mustonen
2013 J jnl
On the Design of a Novel Joint Network-Channel Coding Scheme for the Multiple Access Relay Channel.
IEEE J. Sel. Areas Commun.
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser
2013 J jnl
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.
Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Sancho Salcedo-Sanz, Roberto López-Valcarce
2013 J jnl
One-way urban traffic reconfiguration using a multi-objective harmony search approach.
Expert Syst. Appl.
Sancho Salcedo-Sanz, Diana Manjarres, Á. Pastor-Sánchez, Javier Del Ser, José Antonio Portilla-Figueras, Sergio Gil-Lopez
2012 J jnl
A Flexible Channel Coding Approach for Short-Length Codewords
CoRR
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser
2012 J jnl
A comparative study of two hybrid grouping evolutionary techniques for the capacitated P-median problem.
Comput. Oper. Res.
Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Sergio Gil-Lopez, José Antonio Portilla-Figueras, Oscar Alonso-Garrido
2012 — conf
A discrete Particle Swarm Optimization Algorithm for Mobile Network Deployment Problems.
CAMAD
Pilar García-Díaz, Sancho Salcedo-Sanz, Javier Plaza-Laina, Antonio Portilla-Figueras, Javier Del Ser
2012 — conf
A heuristically-driven multi-criteria tool for the design of efficient open WiFi access networks.
CAMAD
Diana Manjarres, Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2012 J jnl
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem.
Expert Syst. Appl.
Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José María Cabero, José Antonio Portilla-Figueras
2012 J jnl
A new grouping genetic algorithm for clustering problems.
Expert Syst. Appl.
Luis E. Agustín-Blas, Sancho Salcedo-Sanz, Silvia Jiménez-Fernández, Leopoldo Carro-Calvo, Javier Del Ser, José Antonio Portilla-Figueras
2012 J jnl
A novel grouping harmony search algorithm for the multiple-type access node location problem.
Expert Syst. Appl.
Itziar Landa-Torres, Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser, José Antonio Portilla-Figueras
2012 — conf
A preliminary approach to near-optimal multi-hop capacitated network design using grouping-dandelion encoded heuristics.
CAMAD
Itziar Landa-Torres, Diana Manjarres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz
2012 J jnl
Analysis of quantization effects on the performance of cooperative MIMO techniques in wireless networks.
EURASIP J. Wirel. Commun. Netw.
Seyed Pooya Shariatpanahi, Babak Hossein Khalaj, Hamed Shah-Mansouri, Javier Del Ser
2012 J jnl
Asymptotic analysis of flooding in CSMA-based large scale ad-hoc wireless networks.
EURASIP J. Wirel. Commun. Netw.
Hamed Shah-Mansouri, Babak Hossein Khalaj, Seyed Pooya Shariatpanahi, Javier Del Ser, Susana Perez-Sanchez
2012 J jnl
Centralized and distributed spectrum channel assignment in cognitive wireless networks: A Harmony Search approach.
Appl. Soft Comput.
Javier Del Ser, Marja Matinmikko, Sergio Gil-Lopez, Miia Mustonen
2012 — conf
Differentiation in the Cloud: Methodology for Integrating Customer Values in Experience Design.
EUROMICRO-SEAA
Andrey Sirotkin, Kaisa Koskela-Huotari, Kaarina Karppinen, Javier Del Ser, Bronan McCabe
2012 J jnl
Editorial.
Appl. Soft Comput.
Sergio Gil-Lopez, Sancho Salcedo-Sanz, Javier Del Ser
2012 J jnl
Evaluating the Internationalization Success of Companies Through a Hybrid Grouping Harmony Search - Extreme Learning Machine Approach.
IEEE J. Sel. Top. Signal Process.
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
2012 B conf
Fast and accurate Single Bit Error injection into SRAM Based FPGAs.
FPL
Uli Kretzschmar, Armando Astarloa, Jaime Jimenez, Mikel Garay, Javier Del Ser
2012 J jnl
Flexible Channel Coding Approach for Short-Length Codewords.
IEEE Commun. Lett.
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser
2012 — ed.
Mobile Lightweight Wireless Systems - Third International ICST Conference, MOBILIGHT 2011, Bilbao, Spain, May 9-10, 2011, Revised Selected Papers
MOBILIGHT
Javier Del Ser, Eduard A. Jorswieck, Joaquín Míguez, Marja Matinmikko, Daniel P. Palomar, Sancho Salcedo-Sanz, Sergio Gil-Lopez
2012 — conf
Mobile clouds: How to find opportunities.
CAMAD
Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi, Javier Del Ser
2012 J jnl
On the Design of a Novel Joint Network-Channel Coding Scheme for the Multiple Access Relay Channel
CoRR
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser
2012 — conf
On the design of an heuristically optimized multiband spectrum sensing approach for cognitive radio systems.
CAMAD
Javier Del Ser, Asier Alonso, Sergio Gil-Lopez, Mikel Garay, Uli Kretzschmar, Armando Astarloa
2012 — conf
Robustness of different TMR granularities in shared wishbone architectures on SRAM FPGA.
ReConFig
Uli Kretzschmar, Armando Astarloa, Jesús Lázaro, Mikel Garay, Javier Del Ser
2012 — conf
Spectrum band and RAT selection for infrastructure governed opportunistic networks.
CAMAD
Heli Sarvanko, Miia Mustonen, Marja Matinmikko, Marko Höyhtyä, Javier Del Ser
2011 C conf
A Grouping Harmony Search approach for the Citywide WiFi deployment problem.
ISDA
Itziar Landa-Torres, Sergio Gil-Lopez, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2011 — conf
A Note on the Wiener Filter for Vector Random Processes.
MOBILIGHT
Jesús Gutiérrez-Gutiérrez, Adam Podhorski, Iñaki Iglesias, Javier Del Ser
2011 — conf
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique.
IWANN (1)
Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, José Antonio Portilla-Figueras
2011 — conf
Architecture and Approach for Obtaining Spectrum Availability Information.
VTC Spring
Marja Matinmikko, Tapio Rauma, Miia Mustonen, Javier Del Ser
2011 — conf
Concurrent and Distributed Projection through Local Interference for Wireless Sensor Networks.
MOBILIGHT
Xabier Insausti, Pedro M. Crespo, Baltasar Beferull-Lozano, Javier Del Ser
2011 — conf
Decision-making system for obtaining spectrum availability information in opportunistic networks.
CogART
Marja Matinmikko, Miia Mustonen, Tapio Rauma, Javier Del Ser
2011 J jnl
Iterative Fusion of Distributed Decisions over the Gaussian Multiple-Access Channel Using Concatenated BCH-LDGM Codes.
EURASIP J. Wirel. Commun. Netw.
Javier Del Ser, Diana Manjarres, Pedro M. Crespo, Sergio Gil-Lopez, Javier Garcia-Frías
2011 J jnl
Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics.
Eng. Appl. Artif. Intell.
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
2011 — conf
Joint Non-Binary LDPC-BICM and Network Coding with Iterative Decoding for the Multiple Access Relay Channel.
VTC Spring
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser
2011 — conf
On the Application of a Novel Hybrid Harmony Search Algorithm to the Radar Polyphase Code Design Problem.
VTC Spring
Sergio Gil-Lopez, Javier Del Ser, Ángel M. Pérez-Bellido, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2011 C conf
On the application of a hybrid Harmony Search algorithm to node localization in anchor-based Wireless Sensor Networks.
ISDA
Diana Manjarres, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, Roberto López-Valcarce
2011 — conf
Resource allocation in rate-limited OFDMA Systems: A hybrid heuristic approach.
WSA
Javier Del Ser, Miren Nekane Bilbao, Sergio Gil-Lopez, Marja Matinmikko, Sancho Salcedo-Sanz
2011 — conf
Social Acceptance and Usage Experiences from a Mobile Location-Aware Service Environment.
MOBILIGHT
Bernhard Klein, Jorge Perez-Velasco, Christian Guggenmos, Olli Pihlajamaa, Immo Heino, Javier Del Ser
2010 — conf
A novel CAM-based traffic light preemption algorithm for efficient guidance of emergency vehicles.
ITSC
Galder Unibaso, Javier Del Ser, Sergio Gil-Lopez, Begoña Molinete
2010 — conf
A novel Harmony Search based spectrum allocation technique for cognitive radio networks.
ISWCS
Javier Del Ser, Marja Matinmikko, Sergio Gil-Lopez, Miia Mustonen
2010 — conf
Centralized synchronization methods for distributed detection in sensor networks.
ISWCS
Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2010 C conf
Design and implementation of a direct RF-to-digital UHF-TV multichannel transceiver.
ISCAS
Mikel Sánchez, Javier Del Ser, Pablo Prieto, David Dominguez
2010 — conf
Enhanced sensing error probability estimation for iterative data fusion in the low SNR regime.
WSA
Ignacio (Iñaki) Olabarrieta, Javier Del Ser
2010 J jnl
Erratum to "serially-concatenated LDGM codes for correlated sources over Gaussian broadcast channels".
IEEE Commun. Lett.
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser, Javier Garcia-Frías
2010 — conf
Harmony Search Heuristics for Quasi-asynchronous CDMA Detection with M-PAM Signalling.
MOBILIGHT
Sergio Gil-Lopez, Javier Del Ser, Laura Garcia-Padrones
2010 J jnl
Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform.
IEEE Trans. Commun.
Javier Del Ser, Pedro M. Crespo, Inaki Esnaola, Javier Garcia-Frías
2010 — conf
Joint Turbo Coding and Source-Controlled Modulation of Cycle-Stationary Sources in the Bandwidth-Limited Regime.
MOBILIGHT
Idoia Ochoa, Pedro M. Crespo, Javier Del Ser, Mikel Hernaez
2010 — conf
On the Application of a Novel Grouping Harmony Search Algorithm to the Switch Location Problem.
MOBILIGHT
Sergio Gil-Lopez, Javier Del Ser, Itziar Landa-Torres, Laura Garcia-Padrones, Sancho Salcedo-Sanz, José Antonio Portilla-Figueras
2010 — conf
On the Design of a Scalable Multimedia Streaming System based on Receiver-driven Flow and Congestion Awareness.
SIGMAP
Iñigo Urteaga, Iraide Unanue, Javier Del Ser, Pedro J. Sánchez, Aitor Rodriguez
2010 — conf
On the Performance of Single LDGM Codes for Iterative Data Fusion over the Multiple Access Channel.
MACOM
Javier Del Ser, Javier Garcia-Frías, Pedro M. Crespo, Diana Manjarres, Ignacio (Iñaki) Olabarrieta
2010 — conf
On the design of frequency-switching patterns for distributed data fusion over relay networks.
WSA
Javier Del Ser, Ignacio (Iñaki) Olabarrieta, Sergio Gil-Lopez, Pedro M. Crespo
2010 J jnl
Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime.
IEEE Commun. Lett.
Idoia Ochoa, Pedro M. Crespo, Javier Del Ser, Mikel Hernaez
2009 — ch.
A Low-Cost FPGA-Based Embedded Fingerprint Verification and Matching System.
Intelligent Technical Systems
Maitane Barrenechea, Jon Altuna, Mikel Mendicute, Javier Del Ser
2009 — conf
A novel heuristic algorithm for multiuser detection in synchronous CDMA wireless sensor networks.
ICUMT
Sergio Gil-Lopez, Javier Del Ser, Ignacio (Iñaki) Olabarrieta
2009 — conf
Fixed-complexity regularized vector precoding for the multiuser MIMO downlink channel.
EUSIPCO
Maitane Barrenechea, John S. Thompson, Mikel Mendicute, Javier Del Ser
2009 — conf
H.264/SVC rate-resiliency tradeoff in faulty communications through 802.16e railway networks.
ICUMT
Iraide Unanue, Javier Del Ser, Pedro J. Sánchez, Jon Casasempere
2009 — conf
Iterative concatenated Zigzag decoding and blind data fusion of correlated sensors.
ICUMT
Javier Del Ser, Javier Garcia-Frías, Pedro M. Crespo
2009 — conf
Joint Source-Channel-Network Decoding and Blind Estimation of Correlated Sensors Using Concatenated Zigzag Codes.
ADHOC-NOW
Javier Del Ser, Mikel Mendicute, Pedro M. Crespo, Sergio Gil-Lopez, Ignacio (Iñaki) Olabarrieta
2009 J jnl
Performance Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme.
Int. J. Commun. Netw. Syst. Sci.
Javier Del Ser, Babak Hossein Khalaj
2009 J jnl
Serially-concatenated LDGM codes for correlated sources over gaussian broadcast channels.
IEEE Commun. Lett.
Mikel Hernaez, Pedro M. Crespo, Javier Del Ser, Javier Garcia-Frías
2008 — conf
Design, Simulation and Implementation of a Channel Equalizer for DVB-T On-channel Repeaters.
ICSNC
Mikel Mendicute, Iker Sobrón, Javier Del Ser, Pablo Prieto, Ricardo Isasi
2008 — conf
Improved dual frequency multiple access relay scheme for spatially correlated sources.
WSA
Jose Angel Esteban, Javier Del Ser, Pedro M. Crespo, Babak H. Khalaj
2007 B conf
A Novel Dual-Frequency Multiple Access Relay Transmission Scheme.
PIMRC
Babak Hossein Khalaj, Javier Del Ser, Pedro M. Crespo, Jesús Gutiérrez-Gutiérrez
2007 — conf
Diversity Gain Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme.
ISWCS
Babak H. Khalaj, Javier Del Ser, Pedro M. Crespo, Jesús Gutiérrez-Gutiérrez
2007 — conf
IR-UWB binary communications for sources with nonequal probabilities.
Communications, Internet, and Information Technology
Craig J. Mitchell, Pedro M. Crespo, Javier Del Ser, C. Canto
2007 — conf
Joint Source-Channel Decoding ASIP Architecture for Sensor Networks.
ICESS
Pablo Ituero, Gorka Landaburu, Javier Del Ser, Marisa López-Vallejo, Pedro M. Crespo, Vicente Atxa, Jon Altuna
2007 B conf
On Combining Distributed Joint Source-Channel-Network Coding and Turbo Equalization in Multiple Access Relay Networks.
WiMob
Javier Del Ser, Pedro M. Crespo, Babak Hossein Khalaj, Jesús Gutiérrez-Gutiérrez
2007 — conf
Pulsed multi-band MIMO for UWB systems.
EUSIPCO
Craig J. Mitchell, Pedro M. Crespo, Javier Del Ser
2007 — conf
Source Controlled Modulation Scheme for Sources with Memory.
ICC
Pedro M. Crespo, Estíbaliz Loyo, Javier Del Ser, Craig J. Mitchell
2005 J jnl
Asymmetric Joint Source-Channel Coding for Correlated Sources with Blind HMM Estimation at the Receiver.
EURASIP J. Wirel. Commun. Netw.
Javier Del Ser, Pedro M. Crespo, Olaia Galdos