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Computer Science
Spain
2025

D-Index & Metrics

Computer Science

D-Index
58
Citations
23740
World Ranking
3535
National Ranking
46

Research.com Recognitions

  • 2025 - Research.com Computer Science in Spain Leader Award
  • 2022 - Research.com Computer Science in Spain Leader Award

Overview

Javier Del Ser is affiliated with the University of the Basque Country in Spain. Their research primarily spans the fields of Computer Science and Engineering, with considerable contributions to Artificial Intelligence and related subfields.

Their work extensively covers several specific topics within these areas, including:

  • Metaheuristic Optimization Algorithms Research
  • Anomaly Detection Techniques and Applications
  • Data Stream Mining Techniques
  • Adversarial Robustness in Machine Learning
  • Explainable Artificial Intelligence (XAI)
  • Traffic Prediction and Management Techniques
  • Advanced Neural Network Applications

Javier Del Ser has published extensively, appearing in multiple venues with a notable number of works. The most frequent publication venues include:

  • arXiv (Cornell University)
  • Information Fusion
  • IEEE Transactions on Intelligent Transportation Systems
  • Neurocomputing
  • Future Generation Computer Systems

Among their recent papers are:

  • "Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence" (2023), published in Information Fusion
  • "Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions" (2020), published in IEEE Transactions on Intelligent Transportation Systems
  • "A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities" (2020), published in Information Fusion
  • "Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation" (2023), published in Information Fusion
  • "Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey" (2020), published in IEEE Transactions on Neural Networks and Learning Systems

The scientist frequently collaborates with other researchers in the field. Their most common co-authors include Francisco Herrera, Eneko Osaba, Khan Muhammad, Ibai Laña, and Guang Yang.

In terms of subfields, Javier Del Ser's research contributions are distributed among Artificial Intelligence, Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Electrical and Electronic Engineering, and Building and Construction. The distribution of publications highlights a focus on AI-related areas with interdisciplinary applications.

Best Publications

  • Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI

    Alejandro Barredo Arrieta;Natalia Díaz-Rodríguez;Javier Del Ser;Javier Del Ser;Adrien Bennetot;Adrien Bennetot

  • Bio-inspired computation: Where we stand and what's next

    Javier Del Ser;Javier Del Ser;Eneko Osaba;Daniel Molina;Xin-She Yang

  • Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions

    Khan Muhammad;Amin Ullah;Jaime Lloret;Javier Del Ser

  • A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities

    Sergio González;Salvador García;Javier Del Ser;Lior Rokach

  • Survey A survey on applications of the harmony search algorithm

    D. Manjarres;I. Landa-Torres;S. Gil-Lopez;J. Del Ser

  • Road Traffic Forecasting: Recent Advances and New Challenges

    Ibai Lana;Javier Del Ser;Manuel Velez;Eleni I. Vlahogianni

  • Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

    Khan Muhammad;Salman Khan;Javier Del Ser;Victor Hugo C. de Albuquerque

  • A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems

    Eneko Osaba;Esther Villar-Rodriguez;Javier Del Ser;Antonio J. Nebro

  • A Critical Review of Robustness in Power Grids Using Complex Networks Concepts

    Lucas Cuadra;Sancho Salcedo-Sanz;Javier Del Ser;Silvia Jiménez-Fernández

  • Spiking Neural Networks and online learning: An overview and perspectives

    Jesus L. Lobo;Javier Del Ser;Albert Bifet;Nikola K. Kasabov

  • Swin Transformer for Fast MRI

    Unknown

  • The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems

    S. Salcedo-Sanz;J. Del Ser;I. Landa-Torres;S. Gil-López

  • jMetalPy: A Python framework for multi-objective optimization with metaheuristics

    Antonio Benítez-Hidalgo;Antonio J. Nebro;José García-Nieto;Izaskun Oregi

  • Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment

    Cristina Perfecto;Javier Del Ser;Mehdi Bennis

  • Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

    Andreas Holzinger;Andreas Holzinger;Matthias Dehmer;Frank Emmert-Streib;Rita Cucchiara

  • Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

    Amin Ullah;Khan Muhammad;Javier Del Ser;Sung Wook Baik

  • Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks

    Unknown

  • A new grouping genetic algorithm for clustering problems

    L.E. Agustin-Blas;S. Salcedo-Sanz;S. Jiménez-Fernández;L. Carro-Calvo

  • Big Data for transportation and mobility: recent advances, trends and challenges

    Ana Isabel Torre-Bastida;Javier Del Ser;Javier Del Ser;Ibai Laña;Maitena Ilardia

  • A prescription of methodological guidelines for comparing bio-inspired optimization algorithms

    Antonio LaTorre;Daniel Molina;Eneko Osaba;Javier Poyatos

  • A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection

    Eneko Osaba;Xin-She Yang;Iztok Fister;Javier Del Ser;Javier Del Ser

  • Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations

    Daniel Molina;Javier Poyatos;Javier Del Ser;Javier Del Ser;Salvador García

  • Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook

    Marcus A. G. Santos;Roberto Muñoz;Rodrigo Olivares;Pedro Pedrosa Rebouças Filho

Frequent Co-Authors

Sancho Salcedo-Sanz
Sancho Salcedo-Sanz University of Alcalá
Iztok Fister
Iztok Fister University of Maribor
David Camacho
David Camacho Technical University of Madrid
Khan Muhammad
Khan Muhammad Sungkyunkwan University
Victor Hugo C. de Albuquerque
Victor Hugo C. de Albuquerque Universidade Federal do Ceará
Francisco Herrera
Francisco Herrera University of Granada
Xin-She Yang
Xin-She Yang Middlesex University
Mehdi Bennis
Mehdi Bennis University of Oulu
Antonio J. Nebro
Antonio J. Nebro University of Malaga
Eleni I. Vlahogianni
Eleni I. Vlahogianni National Technical University of Athens

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