Javier Del Ser

24.5k total citations · 13 hit papers
314 papers, 14.9k citations indexed

About

Javier Del Ser is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering and Computer Networks and Communications. According to data from OpenAlex, Javier Del Ser has authored 314 papers receiving a total of 14.9k indexed citations (citations by other indexed papers that have themselves been cited), including 134 papers in Artificial Intelligence, 79 papers in Electrical and Electronic Engineering and 77 papers in Computer Networks and Communications. Recurrent topics in Javier Del Ser's work include Metaheuristic Optimization Algorithms Research (38 papers), Traffic Prediction and Management Techniques (27 papers) and Advanced Multi-Objective Optimization Algorithms (21 papers). Javier Del Ser is often cited by papers focused on Metaheuristic Optimization Algorithms Research (38 papers), Traffic Prediction and Management Techniques (27 papers) and Advanced Multi-Objective Optimization Algorithms (21 papers). Javier Del Ser collaborates with scholars based in Spain, United Kingdom and South Korea. Javier Del Ser's co-authors include Francisco Herrera, Natalia Díaz-Rodríguez, Sergio Gil-López, Daniel Molina, Salvador García, Raja Chatila, Adrien Bennetot, Alberto Barbado, Richard Benjamins and Siham Tabik and has published in prestigious journals such as Physics Reports, IEEE Transactions on Industrial Electronics and Atmospheric Environment.

In The Last Decade

Javier Del Ser

294 papers receiving 14.3k citations

Hit Papers

Explainable Artificial Intelligence (XAI): Con... 2013 2026 2017 2021 2019 2023 2019 2018 2020 1000 2.0k 3.0k 4.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
    2019 5.0k citations Natalia Díaz-Rodríguez, Javier Del Ser et al. Information Fusion profile →
  2. Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
    2023 687 citations Khan Muhammad, Javier Del Ser et al. Information Fusion profile →
  3. Bio-inspired computation: Where we stand and what's next
    2019 438 citations Javier Del Ser, Eneko Osaba et al. Swarm and Evolutionary Computation profile →
  4. Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0
    2018 431 citations Alberto Diez-Olivan, Javier Del Ser et al. Information Fusion profile →
  5. A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
    2020 392 citations Javier Del Ser, Francisco Herrera et al. Information Fusion profile →
  6. Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions
    2020 356 citations Khan Muhammad, Javier Del Ser et al. profile →
  7. Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
    2023 287 citations Natalia Díaz-Rodríguez, Javier Del Ser et al. Information Fusion profile →
  8. Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey
    2020 275 citations Khan Muhammad, Javier Del Ser et al. profile →
  9. A survey on applications of the harmony search algorithm
    2013 274 citations Itziar Landa-Torres, Javier Del Ser et al. profile →
  10. A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems
    2021 256 citations Eneko Osaba, Javier Del Ser et al. Swarm and Evolutionary Computation profile →
  11. Road Traffic Forecasting: Recent Advances and New Challenges
    2018 255 citations Ibai Laña, Javier Del Ser et al. profile →
  12. Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
    2024 172 citations Javier Del Ser, Francisco Herrera et al. Information Fusion profile →
  13. Deep learning for brain age estimation: A systematic review
    2023 84 citations M. Tanveer, M. A. Ganaie et al. Information Fusion profile →

Peers

Javier Del Ser
Comparison fields: 5 of 220
  • Artificial Intelligence 6.6k
  • Computer Vision and Pattern Recognition 2.1k
  • Electrical and Electronic Engineering 1.6k
  • Computer Networks and Communications 1.2k
  • Control and Systems Engineering 1.2k
Replace Sameer Singh with:
Sameer Singh United States
Arthur Guez United Kingdom
Daniel Molina Spain
Aja Huang United Kingdom
George van den Driessche United Kingdom
Salvador García Spain
Ian Goodfellow United States
Carlos Guestrin United States
Rich Caruana United States
Nal Kalchbrenner United Kingdom
Sameer Singh United States View profile →
Citations per field, relative to Javier Del Ser
Javier Del Ser · 1×
Citations per year, relative to Javier Del Ser
Javier Del Ser · 1×

Countries citing papers authored by Javier Del Ser

Since Specialization
Citations

This map shows the geographic impact of Javier Del Ser's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Javier Del Ser with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Javier Del Ser more than expected).

Fields of papers citing papers by Javier Del Ser

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Javier Del Ser. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Javier Del Ser. The network helps show where Javier Del Ser may publish in the future.

Co-authorship network of co-authors of Javier Del Ser

This figure shows the co-authorship network connecting the top 25 collaborators of Javier Del Ser. A scholar is included among the top collaborators of Javier Del Ser based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Javier Del Ser. Javier Del Ser is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1
Using offline data to speed up Reinforcement Learning in procedurally generated environments
2024 ·Neurocomputing ·(unknown), (unknown), Stefano V. Albrecht, Javier Del Ser
1
2
Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence
2024 ·Sensors ·(unknown), Javier Del Ser, José Luis Martín Martín
6
3
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
2024 ·IEEE/CAA Journal of Automatica Sinica ·M. Victoria Luzón, Nuria Rodríguez-Barroso, (unknown), (unknown), Jose M. Moyano, Javier Del Ser, Weiping Ding, Francisco Herrera
27
4
Ensemble deep learning in speech signal tasks: A review
2023 ·Neurocomputing ·M. Tanveer, (unknown), (unknown), M. A. Ganaie, A. K. Malik, Javier Del Ser, Chin‐Teng Lin
22
5
A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability
2023 ·Information Fusion ·(unknown), Javier Del Ser, Jesús L. Lobo, Pablo G. Bringas, Nikola Kasabov
7
6
Large-Kernel Attention for 3D Medical Image Segmentation
2023 ·Cognitive Computation ·(unknown), Nan Yang, Javier Del Ser, Guang Yang
19
7
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness
2023 ·Applied Soft Computing ·(unknown), Daniel Molina, (unknown), Javier Del Ser, Francisco Herrera
11
8
General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
2023 ·Information Fusion ·Isaac Triguero, Daniel Molina, (unknown), Javier Del Ser, Francisco Herrera
29
9
Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows
2023 ·Information Fusion ·Shuai Liu, (unknown), Shuai Wang, Khan Muhammad, Paolo Bellavista, Javier Del Ser
52
10
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels
2022 ·IEEE Transactions on Emerging Topics in Computational Intelligence ·(unknown), Yingying Fang, (unknown), (unknown), Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang
15
11
NATURE- AND BIO-INSPIRED OPTIMIZATION: THE GOOD, THE BAD, THE UGLY AND THE HOPEFUL
2022 ·DYNA ·Daniel Molina, (unknown), Eneko Osaba, Javier Del Ser, Francisco Herrera
1
12
From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability
2021 ·Communities in ADDI (University of the Basque Country) ·Ibai Laña, Javier Medina, Eleni I. Vlahogianni, Javier Del Ser
36
13
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
2021 ·Information Fusion ·Andreas Holzinger, Matthias Dehmer, Frank Emmert‐Streib, Rita Cucchiara, Isabelle Augenstein, Javier Del Ser, Wojciech Samek, Igor Jurišica, Natalia Díaz-Rodríguez
145
14
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions
2021 ·IEEE Transactions on Industrial Informatics ·Alberto Diez-Olivan, (unknown), Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra
11
15
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks
2021 ·Future Generation Computer Systems ·(unknown), Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
23
16
A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids
2020 ·Applied Soft Computing ·Abdu Gumaei, Mohammad Mehedi Hassan, Shamsul Huda, Md. Rafiul Hassan, David Camacho, Javier Del Ser, Giancarlo Fortino
51
17
Novelty search for global optimization
2018 ·Applied Mathematics and Computation ·Iztok Fister, Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister, Matjaž Perc, Mitja Slavinec
35
18
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
2018 ·Swarm and Evolutionary Computation ·Cristian Ramirez‐Atencia, Javier Del Ser, David Camacho
72
19
Millimeter-wave V2V communications:distributed association and beam alignment
2017 ·University of Oulu Repository (University of Oulu) ·Cristina Perfecto, Javier Del Ser, Mehdi Bennis
127
20
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach
2016 ·TECNALIA Publications (Fundación TECNALIA Research & Innovation) ·Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf, Miren Nekane Bilbao, Mehdi Bennis
6

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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