Trabajos de Javier Del Ser

Computer Science


  Listando 24 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI Barredo Arrieta, Alejandro; Diaz-Rodriguez, Natalia; Del Ser, Javier; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; Garcia, Salvador; Gil-Lopez, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco INFORMATION FUSION 1566-2535 (2020) DOI / 10.1016/j.inffus.2019.12.012 Bronze, Green accepted
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Article Spiking Neural Networks and online learning: An overview and perspectives Lobo, Jesus L.; Del Ser, Javier; Bifet, Albert; Kasabov, Nikola NEURAL NETWORKS 0893-6080 (2020) DOI / 10.1016/j.neunet.2019.09.004 Green submitted
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Article jMetalPy: A Python framework for multi-objective optimization with metaheuristics Benitez-Hidalgo, Antonio; Nebro, Antonio J.; Garcia-Nieto, Jose; Oregi, Izaskun; Del Ser, Javier SWARM AND EVOLUTIONARY COMPUTATION 2210-6502 (2019) DOI / 10.1016/j.swevo.2019.100598
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Article Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment Perfecto, Cristina; Del Ser, Javier; Bennis, Mehdi IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS 0733-8716 (2017) DOI / 10.1109/jsac.2017.2719998 Green submitted, Green accepted
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Article Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0 Diez-Olivan, Alberto; Del Ser, Javier; Galar, Diego; Sierra, Basilio INFORMATION FUSION 1566-2535 (2019) DOI / 10.1016/j.inffus.2018.10.005
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Article A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems Osaba, Eneko; Villar-Rodriguez, Esther; Del Ser, Javier; Nebro, Antonio J.; Molina, Daniel; Latorre, Antonio; Suganthan, Ponnuthurai N.; Coello, Carlos A. Coello; Herrera, Llo e Francisco SWARM AND EVOLUTIONARY COMPUTATION 2210-6502 (2021) DOI / 10.1016/j.swevo.2021.100888
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Article On-line Elastic Similarity Measures for time series Oregi, Izaskun; Perez, Aritz; Del Ser, Javier; Lozano, Jose A. PATTERN RECOGNITION 0031-3203 (2019) DOI / 10.1016/j.patcog.2018.12.007 Green published
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Article Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence Holzinger, Andreas; Dehmer, Matthias; Emmert-Streib, Frank; Cucchiara, Rita; Augenstein, Isabelle; Del Ser, Javier; Samek, Wojciech; Jurisica, Igor; Diaz-Rodriguez, Natalia INFORMATION FUSION 1566-2535 (2021) DOI / 10.1016/j.inffus.2021.10.007 Green published, Hybrid
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Article Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 Para, Jesus; Del Ser, Javier; Nebro, Antonio J.; Zurutuza, Urko; Herrera, Francisco ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 0952-1976 (2019) DOI / 10.1016/j.engappai.2019.03.022
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Article Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics Osaba, Eneko; Del Ser, Javier; Camacho, David; Nekane Bilbao, Miren; Yang, Xin-She APPLIED SOFT COMPUTING 1568-4946 (2020) DOI / 10.1016/j.asoc.2019.106010
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Article Bio-inspired computation: Where we stand and what's next Del Ser, Javier; Osaba, Eneko; Molina, Daniel; Yang, Xin-She; Salcedo-Sanz, Sancho; Camacho, David; Das, Swagatam; Suganthan, Ponnuthurai N.; Coello Coello, Carlos A.; Herrera, Francisco SWARM AND EVOLUTIONARY COMPUTATION 2210-6502 (2019) DOI / 10.1016/j.swevo.2019.04.008 Green accepted, Bronze
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Article Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT Hussain, Tanveer; Muhammad, Khan; Del Ser, Javier; Baik, Sung Wook; de Albuquerque, Victor Hugo C. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 1551-3203 (2020) DOI / 10.1109/tii.2019.2937905 Green accepted
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Article Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions Torre-Bastida, Ana, I; Diaz-de-Arcaya, Josu; Osaba, Eneko; Muhammad, Khan; Camacho, David; Del Ser, Javier NEURAL COMPUTING & APPLICATIONS 0941-0643 (2021) DOI / 10.1007/s00521-021-06332-9 Bronze, Green published
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Article Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis Zhang, Weiwei; Yang, Guang; Zhang, Nan; Xu, Lei; Wang, Xiaoqing; Zhang, Yanping; Zhang, Heye; Del Ser, Javier; de Albuquerque, Victor Hugo C. INFORMATION FUSION 1566-2535 (2021) DOI / 10.1016/j.inffus.2021.01.009
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Article Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives Jesus Garcia-Godoy, Maria; Lopez-Camacho, Esteban; Garcia-Nieto, Jose; Del Serb, Javier; Nebro, Antonio J.; Aldana-Montes, Jose F. APPLIED SOFT COMPUTING 1568-4946 (2019) DOI / 10.1016/j.asoc.2019.03.044
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Article DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios Muhammad, Khan; Hussain, Tanveer; Del Ser, Javier; Palade, Vasile; de Albuquerque, Victor Hugo C. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 1551-3203 (2020) DOI / 10.1109/tii.2019.2960536
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Review Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges Muhammad, Khan; Khan, Salman; Kumar, Neeraj; Del Ser, Javier; Mirjalili, SeyedAli FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 0167-739X (2020) DOI / 10.1016/j.future.2020.06.048
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Review Computational Intelligence in the hospitality industry: A systematic literature review and a prospect of challenges Guerra-Montenegro, Juan; Sanchez-Medina, Javier; Lana, Ibai; Sanchez-Rodriguez, David; Alonso-Gonzalez, Itziar; Del Ser, Javier APPLIED SOFT COMPUTING 1568-4946 (2021) DOI / 10.1016/j.asoc.2021.107082 Green published
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Article On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification Barredo Arrieta, Alejandro; Gil-Lopez, Sergio; Lana, Ibai; Bilbao, Miren Nekane; Del Ser, Javier NEURAL COMPUTING & APPLICATIONS 0941-0643 (2021) DOI / 10.1007/s00521-021-06359-y Green submitted
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Article CURIE: a cellular automaton for concept drift detection Lobo, Jesus L.; Del Ser, Javier; Osaba, Eneko; Bifet, Albert; Herrera, Francisco DATA MINING AND KNOWLEDGE DISCOVERY 1384-5810 (2021) DOI / 10.1007/s10618-021-00776-2 Green published, Green submitted
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Article On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems Nogareda, Ana-Maria; Del Ser, Javier; Osaba, Eneko; Camacho, David EXPERT SYSTEMS 0266-4720 (2020) DOI / 10.1111/exsy.12528
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Article A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids Gumaei, Abdu; Hassan, Mohammad Mehedi; Huda, Shamsul; Hassan, Md Rafiul; Camacho, David; Del Ser, Javier; Fortino, Giancarlo APPLIED SOFT COMPUTING 1568-4946 (2020) DOI / 10.1016/j.asoc.2020.106658
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Article A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection Osaba, Eneko; Yang, Xin-She; Fister, Iztok, Jr.; Del Ser, Javier; Lopez-Garcia, Pedro; Vazquez-Pardavila, Alejo J. SWARM AND EVOLUTIONARY COMPUTATION 2210-6502 (2019) DOI / 10.1016/j.swevo.2018.04.001
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Article LUNAR: Cellular automata for drifting data streams Lobo, Jesus L.; Del Ser, Javier; Herrera, Francisco INFORMATION SCIENCES 0020-0255 (2021) DOI / 10.1016/j.ins.2020.08.064

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