Jorge Mario Cruz Duarte
Ingénieur de recherche
Laboratoire / équipe
Publications
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"citationRef_s":"<i>Parallel Problem Solving from Nature – PPSN XIX</i>, Aug 2026, Trento, Italy. pp.166-180, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-032-36226-1_11\">⟨10.1007/978-3-032-36226-1_11⟩</a>",
"citationFull_s":"Katarzyna Filus, Jorge Cruz-Duarte, Mateusz Korpyś, Andrzej Kołodziej, Anna Gancarczyk, et al.. Feature and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization. <i>Parallel Problem Solving from Nature – PPSN XIX</i>, Aug 2026, Trento, Italy. pp.166-180, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-032-36226-1_11\">⟨10.1007/978-3-032-36226-1_11⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758547v1\">⟨hal-05758547⟩</a>",
"title_s":["Feature and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization"],
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"citationRef_s":"<i>IEEE Congress on Evolutionary Computation (CEC 2026), part of the 2026 IEEE World Congress on Computational Intelligence (WCCI)</i>, IEEE, Jun 2026, Maastricht, Netherlands",
"citationFull_s":"Daniel F Zambrano-Gutierrez, Grecia C Duque-Gimenez, José C Ortiz-Bayliss, Itzel Aranguren, Diego Oliva, et al.. Automated Algorithm Design of Tailored Metaheuristics for Photovoltaic Parameter Estimation in Single-and Double-Diode Models. <i>IEEE Congress on Evolutionary Computation (CEC 2026), part of the 2026 IEEE World Congress on Computational Intelligence (WCCI)</i>, IEEE, Jun 2026, Maastricht, Netherlands. <a target=\"_blank\" href=\"https://hal.science/hal-05758649v1\">⟨hal-05758649⟩</a>",
"title_s":["Automated Algorithm Design of Tailored Metaheuristics for Photovoltaic Parameter Estimation in Single-and Double-Diode Models"],
"authFullName_s":["Daniel F Zambrano-Gutierrez","Grecia C Duque-Gimenez","José C Ortiz-Bayliss","Itzel Aranguren","Diego Oliva","Jorge M Cruz-Duarte"],
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"citationRef_s":"<i>IEEE CEC 2026 - IEEE Congress on Evolutionary Computation</i>, IEEE, Jun 2026, Maastricht, Netherlands",
"citationFull_s":"Jorge M Cruz-Duarte, El-Ghazali Talbi. NEVO: A Neuromorphic EVolutionary Optimiser with Spike-Driven Cortico-Basal-Thalamic Coordination. <i>IEEE CEC 2026 - IEEE Congress on Evolutionary Computation</i>, IEEE, Jun 2026, Maastricht, Netherlands. <a target=\"_blank\" href=\"https://hal.science/hal-05758514v1\">⟨hal-05758514⟩</a>",
"title_s":["NEVO: A Neuromorphic EVolutionary Optimiser with Spike-Driven Cortico-Basal-Thalamic Coordination"],
"authFullName_s":["Jorge M Cruz-Duarte","El-Ghazali Talbi"],
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"citationRef_s":"<i>IEEE CEC 2026 - IEEE Congress on Evolutionary Computation</i>, IEEE, Jun 2026, Maastricht, Netherlands",
"citationFull_s":"Jorge M Cruz-Duarte, El-Ghazali Talbi. Towards Neuromorphic Evolutionary Computation: A Position Paper. <i>IEEE CEC 2026 - IEEE Congress on Evolutionary Computation</i>, IEEE, Jun 2026, Maastricht, Netherlands. <a target=\"_blank\" href=\"https://hal.science/hal-05758505v1\">⟨hal-05758505⟩</a>",
"title_s":["Towards Neuromorphic Evolutionary Computation: A Position Paper"],
"authFullName_s":["Jorge M Cruz-Duarte","El-Ghazali Talbi"],
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"citationRef_s":"<i>IEEE International Joint Conference on Neural Networks</i>, IEEE, Jun 2026, Maastricht (Netherlands), Netherlands",
"citationFull_s":"Katarzyna Filus, Jorge M Cruz-Duarte. Target Selection for Adversarial Evaluation of Vision Models Using Language Models. <i>IEEE International Joint Conference on Neural Networks</i>, IEEE, Jun 2026, Maastricht (Netherlands), Netherlands. <a target=\"_blank\" href=\"https://hal.science/hal-05758657v1\">⟨hal-05758657⟩</a>",
"title_s":["Target Selection for Adversarial Evaluation of Vision Models Using Language Models"],
"authFullName_s":["Katarzyna Filus","Jorge M Cruz-Duarte"],
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"citationRef_s":"<i>Neural Computing and Applications</i>, 2026, 38 (3), pp.42. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s00521-025-11801-6\">⟨10.1007/s00521-025-11801-6⟩</a>",
"citationFull_s":"Maria Torcoroma Benavides-Robles, Jorge Cruz-Duarte, Ivan Amaya, José Carlos Ortiz-Bayliss. Heuristic selection through neural networks: an extended analysis on the pod allocation problem within robotic mobile fulfillment systems. <i>Neural Computing and Applications</i>, 2026, 38 (3), pp.42. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s00521-025-11801-6\">⟨10.1007/s00521-025-11801-6⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758496v1\">⟨hal-05758496⟩</a>",
"title_s":["Heuristic selection through neural networks: an extended analysis on the pod allocation problem within robotic mobile fulfillment systems"],
"authFullName_s":["Maria Torcoroma Benavides-Robles","Jorge Cruz-Duarte","Ivan Amaya","José Carlos Ortiz-Bayliss"],
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"citationRef_s":"<i>IEEE Access</i>, 2026, 14, pp.40899-40917. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2026.3673085\">⟨10.1109/ACCESS.2026.3673085⟩</a>",
"citationFull_s":"Daniel Zambrano-Gutierrez, José Carlos Ortiz-Bayliss, Iván Amaya, Maricela Rodríguez-Nieto, Juan Gabriel Avina-Cervantes, et al.. Automated Design and Selection of Metaheuristics for PID Control in Power Electronics. <i>IEEE Access</i>, 2026, 14, pp.40899-40917. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2026.3673085\">⟨10.1109/ACCESS.2026.3673085⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758479v1\">⟨hal-05758479⟩</a>",
"title_s":["Automated Design and Selection of Metaheuristics for PID Control in Power Electronics"],
"authFullName_s":["Daniel Zambrano-Gutierrez","José Carlos Ortiz-Bayliss","Iván Amaya","Maricela Rodríguez-Nieto","Juan Gabriel Avina-Cervantes","Jorge Cruz-Duarte"],
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"citationRef_s":"<i>IEEE Transactions on Evolutionary Computation</i>, In press, pp.1-1. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TEVC.2026.3723682\">⟨10.1109/TEVC.2026.3723682⟩</a>",
"citationFull_s":"Jorge Cruz-Duarte, El-Ghazali Talbi. A Spike-Driven Neuromorphic Framework for Asynchronous Population-Based Optimisation. <i>IEEE Transactions on Evolutionary Computation</i>, In press, pp.1-1. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TEVC.2026.3723682\">⟨10.1109/TEVC.2026.3723682⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758422v1\">⟨hal-05758422⟩</a>",
"title_s":["A Spike-Driven Neuromorphic Framework for Asynchronous Population-Based Optimisation"],
"authFullName_s":["Jorge Cruz-Duarte","El-Ghazali Talbi"],
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"citationRef_s":"<i>Scientific Reports</i>, 2025, 15 (1), pp.31436. <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41598-025-16174-3\">⟨10.1038/s41598-025-16174-3⟩</a>",
"citationFull_s":"Grecia Duque-Gimenez, Daniel Zambrano-Gutierrez, Maricela Rodriguez-Nieto, Jorge Luis Menchaca, Jorge Cruz-Duarte, et al.. Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration. <i>Scientific Reports</i>, 2025, 15 (1), pp.31436. <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41598-025-16174-3\">⟨10.1038/s41598-025-16174-3⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758669v1\">⟨hal-05758669⟩</a>",
"title_s":["Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration"],
"authFullName_s":["Grecia Duque-Gimenez","Daniel Zambrano-Gutierrez","Maricela Rodriguez-Nieto","Jorge Luis Menchaca","Jorge Cruz-Duarte","Diana Zárate-Triviño","Juan Gabriel Avina-Cervantes","José Carlos Ortiz-Bayliss"],
"halId_s":"hal-05758669",
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"citationRef_s":"<i>International Workshop on Big Optimization 2025</i>, Jul 2025, Catania, Italy. pp.1-15, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-032-15455-2_1\">⟨10.1007/978-3-032-15455-2_1⟩</a>",
"citationFull_s":"Jorge Cruz-Duarte, El-Ghazali Talbi. NeurOptimiser: A General Framework for Neuromorphic Optimisation. <i>International Workshop on Big Optimization 2025</i>, Jul 2025, Catania, Italy. pp.1-15, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-032-15455-2_1\">⟨10.1007/978-3-032-15455-2_1⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758665v1\">⟨hal-05758665⟩</a>",
"title_s":["NeurOptimiser: A General Framework for Neuromorphic Optimisation"],
"authFullName_s":["Jorge Cruz-Duarte","El-Ghazali Talbi"],
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"citationRef_s":"<i>The 17th Mexican Conference on Pattern Recognition (MCPR2025)</i>, Jun 2025, Guanajuato, Mexico. pp.36-45, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-96255-4_4\">⟨10.1007/978-3-031-96255-4_4⟩</a>",
"citationFull_s":"Alonso Vela Morales, José Carlos Ortiz-Bayliss, Jorge Cruz-Duarte, Ivan Amaya. Tailoring Bounded Instances for the Job Shop Scheduling Problem Through Unified Particle Swarm Optimization. <i>The 17th Mexican Conference on Pattern Recognition (MCPR2025)</i>, Jun 2025, Guanajuato, Mexico. pp.36-45, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-96255-4_4\">⟨10.1007/978-3-031-96255-4_4⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758684v1\">⟨hal-05758684⟩</a>",
"title_s":["Tailoring Bounded Instances for the Job Shop Scheduling Problem Through Unified Particle Swarm Optimization"],
"authFullName_s":["Alonso Vela Morales","José Carlos Ortiz-Bayliss","Jorge Cruz-Duarte","Ivan Amaya"],
"halId_s":"hal-05758684",
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"citationRef_s":"University of Lille; INRIA; INRIA Lille - Nord Europe. 2025",
"citationFull_s":"Jorge Mario Cruz-Duarte, El-Ghazali Talbi. NeurOptimisation: The Spiking Way to Evolve. University of Lille; INRIA; INRIA Lille - Nord Europe. 2025. <a target=\"_blank\" href=\"https://hal.science/hal-05464644v1\">⟨hal-05464644⟩</a>",
"title_s":["NeurOptimisation: The Spiking Way to Evolve"],
"authFullName_s":["Jorge Mario Cruz-Duarte","El-Ghazali Talbi"],
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"citationRef_s":"<i>IEEE Access</i>, 2025, 13, pp.14010-14028. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2025.3530842\">⟨10.1109/ACCESS.2025.3530842⟩</a>",
"citationFull_s":"Maria Torcoroma Benavides-Robles, Jorge Cruz-Duarte, José Carlos Ortiz-Bayliss, Ivan Amaya. Algorithm Selection for Allocating Pods Within Robotic Mobile Fulfillment Systems: A Hyper-Heuristic Approach. <i>IEEE Access</i>, 2025, 13, pp.14010-14028. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2025.3530842\">⟨10.1109/ACCESS.2025.3530842⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758678v1\">⟨hal-05758678⟩</a>",
"title_s":["Algorithm Selection for Allocating Pods Within Robotic Mobile Fulfillment Systems: A Hyper-Heuristic Approach"],
"authFullName_s":["Maria Torcoroma Benavides-Robles","Jorge Cruz-Duarte","José Carlos Ortiz-Bayliss","Ivan Amaya"],
"halId_s":"hal-05758678",
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"citationRef_s":"<i>IEEE Access</i>, 2025, 13, pp.14983-14997. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2025.3532201\">⟨10.1109/ACCESS.2025.3532201⟩</a>",
"citationFull_s":"Alonso Vela, Gerardo Humberto Valencia-Rivera, Jorge Cruz-Duarte, José Carlos Ortiz-Bayliss, Ivan Amaya. Hyper-Heuristics and Scheduling Problems: Strategies, Application Areas, and Performance Metrics. <i>IEEE Access</i>, 2025, 13, pp.14983-14997. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ACCESS.2025.3532201\">⟨10.1109/ACCESS.2025.3532201⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05758671v1\">⟨hal-05758671⟩</a>",
"title_s":["Hyper-Heuristics and Scheduling Problems: Strategies, Application Areas, and Performance Metrics"],
"authFullName_s":["Alonso Vela","Gerardo Humberto Valencia-Rivera","Jorge Cruz-Duarte","José Carlos Ortiz-Bayliss","Ivan Amaya"],
"halId_s":"hal-05758671",
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"citationRef_s":"<i>Mathematics </i>, 2021, Special Issue Numerical Analysis of Artificial Neural Networks, 9 (24), pp.3297. <a target=\"_blank\" href=\"https://dx.doi.org/10.3390/math9243297\">⟨10.3390/math9243297⟩</a>",
"citationFull_s":"Tat’y Mwata-Velu, Juan Gabriel Avina-Cervantes, Jorge Mario Cruz-Duarte, Horacio Rostro-Gonzalez, Jose Ruiz-Pinales. Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture. <i>Mathematics </i>, 2021, Special Issue Numerical Analysis of Artificial Neural Networks, 9 (24), pp.3297. <a target=\"_blank\" href=\"https://dx.doi.org/10.3390/math9243297\">⟨10.3390/math9243297⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03550052v1\">⟨hal-03550052⟩</a>",
"title_s":["Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture"],
"authFullName_s":["Tat’y Mwata-Velu","Juan Gabriel Avina-Cervantes","Jorge Mario Cruz-Duarte","Horacio Rostro-Gonzalez","Jose Ruiz-Pinales"],
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"producedDateY_i":2021
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