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ORCIDJamal Toutouh
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2020 – today
- 2024
[c62]Diego Daniel Pedroza-Perez
, Jamal Toutouh, Gabriel Luque:
Optimizing Urban Infrastructure for E-Scooter Mobility. EvoApplications@EvoStar 2024: 341-357- [c61]Christian Cintrano, Jamal Toutouh, Sergio Nesmachnow:
Optimizing Electric Vehicle Charging Station Placement Integrating Daily Mobility Patterns and Residential Locations. GECCO 2024 - [c60]Mario Alejandro Hevia Fajardo, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly, Per Kristian Lehre:
A Self-adaptive Coevolutionary Algorithm. GECCO 2024 - [c59]Erik Hemberg, Una-May O'Reilly, Jamal Toutouh:
Cooperative Coevolutionary Spatial Topologies for Autoencoder Training. GECCO 2024 - [c58]Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque:
Redesigning road infrastructure to integrate e-scooter micromobility as part of multimodal transportation. GECCO 2024 - [c57]Jamal Toutouh, Una-May O'Reilly:
Coevolutionary Computation for Adversarial Deep Learning. GECCO Companion 2024: 1410-1431 - [c56]Jimena Mignaco, Gonzalo Rey, Jairo Correa, Sergio Nesmachnow, Jamal Toutouh:
Empirical comparison of evolutionary approaches for searching the latent space of Generative Adversarial Networks for the human face generation problem. GECCO Companion 2024: 1631-1639 - [i18]Christian Cintrano, Gabriel Luque, Jamal Toutouh:
Human-centred Smart Mobility: Shaping the Future of Urban Transport. ERCIM News 2024(138) (2024) - 2023
- [j19]Daniel Urda, Patricia Ruiz, El-Ghazali Talbi, Pascal Bouvry, Jamal Toutouh:
Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation. Appl. Soft Comput. 133: 109961 (2023) - [j18]Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly:
Semi-supervised generative adversarial networks with spatial coevolution for enhanced image generation and classification. Appl. Soft Comput. 148: 110890 (2023) - [c55]Sergio Nesmachnow, Jamal Toutouh, Guillermo Ripa, Agustín Mautone, Andrés Vidal:
Parallel-Distributed Implementation of the Lipizzaner Framework for Multiobjective Coevolutionary Training of Generative Adversarial Networks. CARLA 2023: 97-112 - [c54]Guillermo Ripa, Agustín Mautone, Andrés Vidal, Sergio Nesmachnow, Jamal Toutouh:
Multiobjective coevolutionary training of Generative Adversarial Networks. GECCO Companion 2023: 319-322 - [c53]Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly:
Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks. GECCO 2023: 568-576 - [c52]Per Kristian Lehre, Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt. GECCO 2023: 1027-1035 - [c51]Jamal Toutouh, Una-May O'Reilly:
Coevolutionary Computation for Adversarial Deep Learning. GECCO Companion 2023: 1379-1398 - [c50]Jairo Correa, Jimena Mignaco, Gonzalo Rey, Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh:
Multiobjective evolutionary search of the latent space of Generative Adversarial Networks for human face generation. GECCO Companion 2023: 1768-1776 - [c49]Mario Alejandro Hevia Fajardo, Per Kristian Lehre, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology. GPTP 2023: 19-44 - [c48]Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque:
E-scooters Routes Potential: Open Data Analysis in Current Infrastructure. Malaga Case. OLA 2023: 380-392 - 2022
- [j17]Jamal Toutouh, Enrique Alba:
A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus. Sensors 22(17): 6585 (2022) - [c47]Christian Cintrano, Jamal Toutouh:
Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case. EvoApplications 2022: 584-600 - [c46]Diana Flores, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly:
Coevolutionary generative adversarial networks for medical image augumentation at scale. GECCO 2022: 367-376 - [c45]Jamal Toutouh, Una-May O'Reilly:
Coevolutionary computation for adversarial deep learning. GECCO Companion 2022: 1487-1505 - [c44]Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh:
Multi-target evolutionary latent space search of a generative adversarial network for human face generation. GECCO Companion 2022: 1878-1886 - [c43]Lucas González, Jamal Toutouh, Sergio Nesmachnow:
Artificial Intelligence for Automatic Building Extraction from Urban Aerial Images. ICSC-Cities 2022: 31-45 - [c42]Jamal Toutouh, Francisco Chicano, Rodrigo Gil-Merino:
Distribution of Police Patrols as a Covering Problem in Smart Cities: Fuengirola Use Case. ICSC-Cities 2022: 46-60 - [c41]Patricia Cobelli, Sergio Nesmachnow, Jamal Toutouh:
A comparison of Generative Adversarial Networks for image super-resolution. LA-CCI 2022: 1-6 - [i17]Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh:
Evolutionary latent space search for driving human portrait generation. CoRR abs/2204.11887 (2022) - 2021
- [j16]Erik Hemberg, Jamal Toutouh, Abdullah Al-Dujaili, Tom Schmiedlechner, Una-May O'Reilly:
Spatial Coevolution for Generative Adversarial Network Training. ACM Trans. Evol. Learn. Optim. 1(2): 6:1-6:28 (2021) - [c40]Christian Cintrano, Jamal Toutouh, Enrique Alba:
Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga. CAEPIA 2021: 247-257 - [c39]Jamal Toutouh, Una-May O'Reilly:
Signal propagation in a gradient-based and evolutionary learning system. GECCO 2021: 377-385 - [c38]Jamal Toutouh, Una-May O'Reilly:
Coevolutionary computation for adversarial deep learning. GECCO Companion 2021: 983-1001 - [c37]Claudio E. Risso, Christian Cintrano, Jamal Toutouh, Sergio Nesmachnow:
Exact Approach for Electric Vehicle Charging Infrastructure Location: A Real Case Study in Málaga, Spain. ICSC-Cities 2021: 42-57 - [c36]Jamal Toutouh, Irene Lebrusán, Christian Cintrano:
Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case. ICSC-Cities 2021: 223-239 - [c35]Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh:
Evolutionary latent space search for driving human portrait generation. LA-CCI 2021: 1-6 - [c34]Mathias Esteban, Jamal Toutouh, Sergio Nesmachnow:
Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks. ISC Workshops 2021: 297-313 - [i16]Jamal Toutouh, Una-May O'Reilly:
Signal Propagation in a Gradient-Based and Evolutionary Learning System. CoRR abs/2102.08929 (2021) - [i15]Diego Gabriel Rossit, Jamal Toutouh, Sergio Nesmachnow:
Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios. CoRR abs/2103.04826 (2021) - [i14]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks. CoRR abs/2106.13590 (2021) - [i13]Andrés Camero, Jamal Toutouh, Enrique Alba:
Reliable and Fast Recurrent Neural Network Architecture Optimization. CoRR abs/2106.15295 (2021) - [i12]Christian Cintrano, Jamal Toutouh, Enrique Alba:
Citizen centric optimal electric vehicle charging stations locations in a full city: case of Malaga. CoRR abs/2109.04975 (2021) - 2020
- [j15]Zeeshan Hameed Mir, Jamal Toutouh, Fethi Filali, Young-Bae Ko:
Enabling DSRC and C-V2X Integrated Hybrid Vehicular Networks: Architecture and Protocol. IEEE Access 8: 180909-180927 (2020) - [j14]Jamal Toutouh, Diego Rossit, Sergio Nesmachnow:
Soft computing methods for multiobjective location of garbage accumulation points in smart cities. Ann. Math. Artif. Intell. 88(1-3): 105-131 (2020) - [j13]Andrés Camero, Jamal Toutouh, Enrique Alba:
Random error sampling-based recurrent neural network architecture optimization. Eng. Appl. Artif. Intell. 96: 103946 (2020) - [j12]Una-May O'Reilly, Jamal Toutouh, Marcos A. Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Lugo, Jonathan Kelly, Erik Hemberg:
Adversarial genetic programming for cyber security: a rising application domain where GP matters. Genet. Program. Evolvable Mach. 21(1-2): 219-250 (2020) - [c33]Sergio Nesmachnow, Claudio Paz, Jamal Toutouh, Andrei Tchernykh:
Multiobjective evolutionary flight planning of autonomous unmanned aerial vehicles for exploration and surveillance. AICTS 2020: 114-119 - [c32]Diego Gabriel Rossit, Sergio Nesmachnow, Jamal Toutouh:
Multiobjective design of sustainable public transportation systems. AICTS 2020: 152-159 - [c31]Jamal Toutouh, Sergio Nesmachnow, Diego Gabriel Rossit:
Generative adversarial networks to model air pollution under uncertainty. AICTS 2020: 169-174 - [c30]Jamal Toutouh, Mathias Esteban, Sergio Nesmachnow:
Parallel/Distributed Generative Adversarial Neural Networks for Data Augmentation of COVID-19 Training Images. CARLA 2020: 162-177 - [c29]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Re-purposing heterogeneous generative ensembles with evolutionary computation. GECCO 2020: 425-434 - [c28]Diego Gabriel Rossit, Sergio Nesmachnow, Jamal Toutouh, Francisco Luna:
A Simulation-Optimization Approach for the Household Energy Planning Problem Considering Uncertainty in Users Preferences. ICPR-Americas (2) 2020: 253-267 - [c27]Jamal Toutouh:
Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution. ICSC-Cities 2020: 90-105 - [c26]Irene Lebrusán, Jamal Toutouh:
Smart City Tools to Evaluate Age-Healthy Environments. ICSC-Cities 2020: 285-301 - [c25]Emiliano Pérez, Sergio Nesmachnow, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Parallel/distributed implementation of cellular training for generative adversarial neural networks. IPDPS Workshops 2020: 512-518 - [c24]Jamal Toutouh, Irene Lebrusán, Sergio Nesmachnow:
Computational Intelligence for Evaluating the Air Quality in the Center of Madrid, Spain. OLA 2020: 115-127 - [c23]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Analyzing the Components of Distributed Coevolutionary GAN Training. PPSN (1) 2020: 552-566 - [p1]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Data Dieting in GAN Training. Deep Neural Evolution 2020: 379-400 - [i11]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation. CoRR abs/2003.13532 (2020) - [i10]Emiliano Pérez, Sergio Nesmachnow, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Parallel/distributed implementation of cellular training for generative adversarial neural networks. CoRR abs/2004.04633 (2020) - [i9]Jamal Toutouh, Una-May O'Reilly, Erik Hemberg:
Data Dieting in GAN Training. CoRR abs/2004.04642 (2020) - [i8]Una-May O'Reilly, Jamal Toutouh, Marcos A. Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Lugo, Jonathan Kelly, Erik Hemberg:
Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters. CoRR abs/2004.04647 (2020) - [i7]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Analyzing the Components of Distributed Coevolutionary GAN Training. CoRR abs/2008.01124 (2020) - [i6]Jamal Toutouh:
Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution. CoRR abs/2010.02244 (2020)
2010 – 2019
- 2019
- [c22]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Spatial evolutionary generative adversarial networks. GECCO 2019: 472-480 - [c21]Irene Lebrusán, Jamal Toutouh:
Assessing the Environmental Impact of Car Restrictions Policies: Madrid Central Case. ICSC-Cities 2019: 9-24 - [c20]Giovanni Colacurcio, Sergio Nesmachnow, Jamal Toutouh, Francisco Luna, Diego Rossit:
Multiobjective Household Energy Planning Using Evolutionary Algorithms. ICSC-Cities 2019: 269-284 - [i5]Jamal Toutouh, Erik Hemberg, Una-May O'Reilly:
Spatial Evolutionary Generative Adversarial Networks. CoRR abs/1905.12702 (2019) - [i4]Jamal Toutouh, Diego Rossit, Sergio Nesmachnow:
Soft computing methods for multiobjective location of garbage accumulation points in smart cities. CoRR abs/1906.10689 (2019) - [i3]Andrés Camero, Jamal Toutouh, Enrique Alba:
A Specialized Evolutionary Strategy Using Mean Absolute Error Random Sampling to Design Recurrent Neural Networks. CoRR abs/1909.02425 (2019) - 2018
- [j11]Sergio Nesmachnow, Diego Rossit, Jamal Toutouh:
Comparison of Multiobjective Evolutionary Algorithms for Prioritized Urban Waste Collection in Montevideo, Uruguay. Electron. Notes Discret. Math. 69: 93-100 (2018) - [j10]Enzo Fabbiani, Sergio Nesmachnow, Jamal Toutouh, Andrei Tchernykh, Arutyun Avetisyan, Gleb I. Radchenko:
Analysis of Mobility Patterns for Public Transportation and Bus Stops Relocation. Program. Comput. Softw. 44(6): 508-525 (2018) - [j9]Jamal Toutouh, Javier Arellano-Verdejo, Enrique Alba:
BiPred: A Bilevel Evolutionary Algorithm for Prediction in Smart Mobility. Sensors 18(12): 4123 (2018) - [j8]Jamal Toutouh, Enrique Alba:
A swarm algorithm for collaborative traffic in vehicular networks. Veh. Commun. 12: 127-137 (2018) - [c19]Jamal Toutouh, Antonio Muñoz, Sergio Nesmachnow:
Evolution Oriented Monitoring oriented to Security Properties for Cloud Applications. ARES 2018: 32:1-32:7 - [c18]Andrés Camero, Jamal Toutouh, Enrique Alba:
Comparing Deep Recurrent Networks Based on the MAE Random Sampling, a First Approach. CAEPIA 2018: 24-33 - [c17]Javier Luque, Jamal Toutouh, Enrique Alba:
Reduction of the Size of Datasets by Using Evolutionary Feature Selection: The Case of Noise in a Modern City. CAEPIA 2018: 230-239 - [c16]Jamal Toutouh, Javier Luque, Enrique Alba:
Smart Campus Human Tracking: The Case of University of Málaga. ICSC-Cities 2018: 18-28 - [c15]Diego Gabriel Rossit, Sergio Nesmachnow, Jamal Toutouh:
Municipal Solid Waste Management in Smart Cities: Facility Location of Community Bins. ICSC-Cities 2018: 102-115 - [c14]Andrés Camero, Jamal Toutouh, Javier Ferrer, Enrique Alba:
Waste Generation Prediction in Smart Cities Through Deep Neuroevolution. ICSC-Cities 2018: 192-204 - [c13]Andrés Camero, Jamal Toutouh, Daniel H. Stolfi, Enrique Alba:
Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities. LION 2018: 386-401 - [c12]Jamal Toutouh, Diego Rossit, Sergio Nesmachnow:
Computational Intelligence for Locating Garbage Accumulation Points in Urban Scenarios. LION 2018: 411-426 - [i2]Andrés Camero, Jamal Toutouh, Enrique Alba:
Low-Cost Recurrent Neural Network Expected Performance Evaluation. CoRR abs/1805.07159 (2018) - [i1]Andrés Camero, Jamal Toutouh, Enrique Alba:
DLOPT: Deep Learning Optimization Library. CoRR abs/1807.03523 (2018) - 2017
- [j7]Renzo Massobrio, Jamal Toutouh, Sergio Nesmachnow, Enrique Alba:
Infrastructure Deployment in Vehicular Communication Networks Using a Parallel Multiobjective Evolutionary Algorithm. Int. J. Intell. Syst. 32(8): 801-829 (2017) - [j6]Jamal Toutouh, Enrique Alba:
Parallel multi-objective metaheuristics for smart communications in vehicular networks. Soft Comput. 21(8): 1949-1961 (2017) - 2016
- [j5]Jamal Toutouh, Enrique Alba:
Light commodity devices for building vehicular ad hoc networks: An experimental study. Ad Hoc Networks 37: 499-511 (2016) - [c11]Jamal Toutouh, Enrique Alba:
Distributed Fair Rate Congestion Control for Vehicular Networks. DCAI 2016: 433-442 - [c10]Christian Cintrano, Daniel H. Stolfi, Jamal Toutouh, Francisco Chicano, Enrique Alba:
CTPATH: A Real World System to Enable Green Transportation by Optimizing Environmentaly Friendly Routing Paths. Smart-CT 2016: 63-75 - 2015
- [j4]Jamal Toutouh, Enrique Alba:
Metaheuristics for energy-efficient data routing in vehicular networks. Int. J. Metaheuristics 4(1): 27-56 (2015) - [c9]Zeeshan Hameed Mir, Jamal Toutouh, Fethi Filali, Enrique Alba:
QoS-Aware Radio Access Technology (RAT) Selection in Hybrid Vehicular Networks. Nets4Cars/Nets4Trains/Nets4Aircraft 2015: 117-128 - 2013
- [j3]Jamal Toutouh, Sergio Nesmachnow, Enrique Alba:
Fast energy-aware OLSR routing in VANETs by means of a parallel evolutionary algorithm. Clust. Comput. 16(3): 435-450 (2013) - 2012
- [j2]Jamal Toutouh, José García-Nieto, Enrique Alba:
Intelligent OLSR Routing Protocol Optimization for VANETs. IEEE Trans. Veh. Technol. 61(4): 1884-1894 (2012) - [c8]Jamal Toutouh, Enrique Alba:
Parallel Swarm Intelligence for VANETs Optimization. 3PGCIC 2012: 285-290 - [c7]Jamal Toutouh, Enrique Alba:
Green OLSR in VANETs with differential evolution. GECCO (Companion) 2012: 11-18 - [c6]Jamal Toutouh, Sergio Nesmachnow, Enrique Alba:
Evolutionary power-aware routing in VANETs using Monte-Carlo simulation. HPCS 2012: 119-125 - [c5]Jamal Toutouh, Enrique Alba:
Multi-objective OLSR optimization for VANETs. WiMob 2012: 571-578 - 2011
- [c4]Jamal Toutouh, Enrique Alba:
An efficient routing protocol for green communications in vehicular ad-hoc networks. GECCO (Companion) 2011: 719-726 - [c3]Jamal Toutouh, Enrique Alba:
Performance analysis of optimized VANET protocols in real world tests. IWCMC 2011: 1244-1249 - [c2]Jamal Toutouh, Enrique Alba:
Optimizing OLSR in VANETS with differential evolution: a comprehensive study. DIVANet@MSWiM 2011: 1-8 - 2010
- [j1]José García-Nieto, Jamal Toutouh, Enrique Alba:
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics. Eng. Appl. Artif. Intell. 23(5): 795-805 (2010)
2000 – 2009
- 2008
- [c1]Enrique Alba, Sebastián Luna, Jamal Toutouh:
Accuracy and Efficiency in Simulating VANETs. MCO 2008: 568-578
Coauthor Index
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