Jamal Toutouh

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 85

Top Topics

Evolutionary Algorithm

Vehicular Networks

Electric Vehicle Charging

Top Venues

GECCO Companion

Publications

Christian Cintrano, Jamal Toutouh, Sergio Nesmachnow
Optimizing Electric Vehicle Charging Station Placement Integrating Daily Mobility Patterns and Residential Locations. GECCO (2024)
Mario Alejandro Hevia Fajardo, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly, Per Kristian Lehre
A Self-adaptive Coevolutionary Algorithm. GECCO (2024)
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)
Jamal Toutouh, Una-May O'Reilly
Coevolutionary Computation for Adversarial Deep Learning. GECCO Companion (2024)
Erik Hemberg, Una-May O'Reilly, Jamal Toutouh
Cooperative Coevolutionary Spatial Topologies for Autoencoder Training. GECCO (2024)
Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque
Optimizing Urban Infrastructure for E-Scooter Mobility. EvoApplications@EvoStar (2024)
Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque
Redesigning road infrastructure to integrate e-scooter micromobility as part of multimodal transportation. GECCO (2024)
Jamal Toutouh, Una-May O'Reilly
Coevolutionary Computation for Adversarial Deep Learning. GECCO Companion (2023)
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 (2023)
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)
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 (2023)
Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly
Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks. GECCO (2023)
Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque
E-scooters Routes Potential: Open Data Analysis in Current Infrastructure. Malaga Case. OLA (2023)
Guillermo Ripa, Agustín Mautone, Andrés Vidal, Sergio Nesmachnow, Jamal Toutouh
Multiobjective coevolutionary training of Generative Adversarial Networks. GECCO Companion (2023)
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)
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)
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)
Jamal Toutouh, Francisco Chicano, Rodrigo Gil-Merino
Distribution of Police Patrols as a Covering Problem in Smart Cities: Fuengirola Use Case. ICSC-Cities (2022)
Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh
Evolutionary latent space search for driving human portrait generation. CoRR (2022)
Lucas González, Jamal Toutouh, Sergio Nesmachnow
Artificial Intelligence for Automatic Building Extraction from Urban Aerial Images. ICSC-Cities (2022)
Jamal Toutouh, Enrique Alba
A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus. Sensors 22 (17) (2022)
Christian Cintrano, Jamal Toutouh
Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case. EvoApplications (2022)
Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh
Multi-target evolutionary latent space search of a generative adversarial network for human face generation. GECCO Companion (2022)
Jamal Toutouh, Una-May O'Reilly
Coevolutionary computation for adversarial deep learning. GECCO Companion (2022)
Patricia Cobelli, Sergio Nesmachnow, Jamal Toutouh
A comparison of Generative Adversarial Networks for image super-resolution. LA-CCI (2022)
Diana Flores, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly
Coevolutionary generative adversarial networks for medical image augumentation at scale. GECCO (2022)
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) (2021)
Andrés Camero, Jamal Toutouh, Enrique Alba
Reliable and Fast Recurrent Neural Network Architecture Optimization. CoRR (2021)
Jamal Toutouh, Una-May O'Reilly
Coevolutionary computation for adversarial deep learning. GECCO Companion (2021)
Christian Cintrano, Jamal Toutouh, Enrique Alba
Citizen centric optimal electric vehicle charging stations locations in a full city: case of Malaga. CoRR (2021)
Christian Cintrano, Jamal Toutouh, Enrique Alba
Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga. CAEPIA (2021)
Diego Gabriel Rossit, Jamal Toutouh, Sergio Nesmachnow
Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios. CoRR (2021)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks. CoRR (2021)
Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh
Evolutionary latent space search for driving human portrait generation. LA-CCI (2021)
Jamal Toutouh, Una-May O'Reilly
Signal propagation in a gradient-based and evolutionary learning system. GECCO (2021)
Mathias Esteban, Jamal Toutouh, Sergio Nesmachnow
Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks. ISC Workshops (2021)
Jamal Toutouh, Irene Lebrusán, Christian Cintrano
Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case. ICSC-Cities (2021)
Jamal Toutouh, Una-May O'Reilly
Signal Propagation in a Gradient-Based and Evolutionary Learning System. CoRR (2021)
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)
Jamal Toutouh, Sergio Nesmachnow, Diego Gabriel Rossit
Generative adversarial networks to model air pollution under uncertainty. AICTS (2020)
Jamal Toutouh, Irene Lebrusán, Sergio Nesmachnow
Computational Intelligence for Evaluating the Air Quality in the Center of Madrid, Spain. OLA (2020)
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)
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 (2020)
Jamal Toutouh
Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution. ICSC-Cities (2020)
Andrés Camero, Jamal Toutouh, Enrique Alba
Random error sampling-based recurrent neural network architecture optimization. Eng. Appl. Artif. Intell. 96 (2020)
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)
Emiliano Pérez, Sergio Nesmachnow, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Parallel/distributed implementation of cellular training for generative adversarial neural networks. CoRR (2020)
Diego Gabriel Rossit, Sergio Nesmachnow, Jamal Toutouh
Multiobjective design of sustainable public transportation systems. AICTS (2020)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Analyzing the Components of Distributed Coevolutionary GAN Training. PPSN (1) (2020)
Jamal Toutouh
Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution. CoRR (2020)
Sergio Nesmachnow, Claudio Paz, Jamal Toutouh, Andrei Tchernykh
Multiobjective evolutionary flight planning of autonomous unmanned aerial vehicles for exploration and surveillance. AICTS (2020)
Jamal Toutouh, Mathias Esteban, Sergio Nesmachnow
Parallel/Distributed Generative Adversarial Neural Networks for Data Augmentation of COVID-19 Training Images. CARLA (2020)
Jamal Toutouh, Una-May O'Reilly, Erik Hemberg
Data Dieting in GAN Training. CoRR (2020)
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) (2020)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Analyzing the Components of Distributed Coevolutionary GAN Training. CoRR (2020)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Re-purposing heterogeneous generative ensembles with evolutionary computation. GECCO (2020)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation. CoRR (2020)
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 (2020)
Irene Lebrusán, Jamal Toutouh
Smart City Tools to Evaluate Age-Healthy Environments. ICSC-Cities (2020)
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) (2020)
Giovanni Colacurcio, Sergio Nesmachnow, Jamal Toutouh, Francisco Luna, Diego Rossit
Multiobjective Household Energy Planning Using Evolutionary Algorithms. ICSC-Cities (2019)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Spatial evolutionary generative adversarial networks. GECCO (2019)
Jamal Toutouh, Diego Rossit, Sergio Nesmachnow
Soft computing methods for multiobjective location of garbage accumulation points in smart cities. CoRR (2019)
Andrés Camero, Jamal Toutouh, Enrique Alba
A Specialized Evolutionary Strategy Using Mean Absolute Error Random Sampling to Design Recurrent Neural Networks. CoRR (2019)
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Spatial Evolutionary Generative Adversarial Networks. CoRR (2019)
Irene Lebrusán, Jamal Toutouh
Assessing the Environmental Impact of Car Restrictions Policies: Madrid Central Case. ICSC-Cities (2019)
Andrés Camero, Jamal Toutouh, Javier Ferrer, Enrique Alba
Waste Generation Prediction in Smart Cities Through Deep Neuroevolution. ICSC-Cities (2018)
Andrés Camero, Jamal Toutouh, Enrique Alba
Low-Cost Recurrent Neural Network Expected Performance Evaluation. CoRR (2018)
Jamal Toutouh, Enrique Alba
A swarm algorithm for collaborative traffic in vehicular networks. Veh. Commun. 12 (2018)
Andrés Camero, Jamal Toutouh, Enrique Alba
DLOPT: Deep Learning Optimization Library. CoRR (2018)
Jamal Toutouh, Diego Rossit, Sergio Nesmachnow
Computational Intelligence for Locating Garbage Accumulation Points in Urban Scenarios. LION (2018)
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)
Jamal Toutouh, Antonio Muñoz, Sergio Nesmachnow
Evolution Oriented Monitoring oriented to Security Properties for Cloud Applications. ARES (2018)
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) (2018)
Andrés Camero, Jamal Toutouh, Enrique Alba
Comparing Deep Recurrent Networks Based on the MAE Random Sampling, a First Approach. CAEPIA (2018)
Diego Gabriel Rossit, Sergio Nesmachnow, Jamal Toutouh
Municipal Solid Waste Management in Smart Cities: Facility Location of Community Bins. ICSC-Cities (2018)
Jamal Toutouh, Javier Luque, Enrique Alba
Smart Campus Human Tracking: The Case of University of Málaga. ICSC-Cities (2018)
Sergio Nesmachnow, Diego Rossit, Jamal Toutouh
Comparison of Multiobjective Evolutionary Algorithms for Prioritized Urban Waste Collection in Montevideo, Uruguay. Electron. Notes Discret. Math. 69 (2018)
Jamal Toutouh, Javier Arellano-Verdejo, Enrique Alba
BiPred: A Bilevel Evolutionary Algorithm for Prediction in Smart Mobility. Sensors 18 (12) (2018)
Andrés Camero, Jamal Toutouh, Daniel H. Stolfi, Enrique Alba
Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities. LION (2018)
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) (2017)
Jamal Toutouh, Enrique Alba
Parallel multi-objective metaheuristics for smart communications in vehicular networks. Soft Comput. 21 (8) (2017)
Jamal Toutouh, Enrique Alba
Light commodity devices for building vehicular ad hoc networks: An experimental study. Ad Hoc Networks 37 (2016)
Jamal Toutouh, Enrique Alba
Distributed Fair Rate Congestion Control for Vehicular Networks. DCAI (2016)
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)
Zeeshan Hameed Mir, Jamal Toutouh, Fethi Filali, Enrique Alba
QoS-Aware Radio Access Technology (RAT) Selection in Hybrid Vehicular Networks. Nets4Cars/Nets4Trains/Nets4Aircraft (2015)
Jamal Toutouh, Enrique Alba
Metaheuristics for energy-efficient data routing in vehicular networks. Int. J. Metaheuristics 4 (1) (2015)
Jamal Toutouh, Sergio Nesmachnow, Enrique Alba
Fast energy-aware OLSR routing in VANETs by means of a parallel evolutionary algorithm. Clust. Comput. 16 (3) (2013)
Jamal Toutouh, Enrique Alba
Green OLSR in VANETs with differential evolution. GECCO (Companion) (2012)
Jamal Toutouh, José García-Nieto, Enrique Alba
Intelligent OLSR Routing Protocol Optimization for VANETs. IEEE Trans. Veh. Technol. 61 (4) (2012)
Jamal Toutouh, Sergio Nesmachnow, Enrique Alba
Evolutionary power-aware routing in VANETs using Monte-Carlo simulation. HPCS (2012)
Jamal Toutouh, Enrique Alba
Parallel Swarm Intelligence for VANETs Optimization. 3PGCIC (2012)
Jamal Toutouh, Enrique Alba
Multi-objective OLSR optimization for VANETs. WiMob (2012)
Jamal Toutouh, Enrique Alba
An efficient routing protocol for green communications in vehicular ad-hoc networks. GECCO (Companion) (2011)
Jamal Toutouh, Enrique Alba
Optimizing OLSR in VANETS with differential evolution: a comprehensive study. DIVANet@MSWiM (2011)
Jamal Toutouh, Enrique Alba
Performance analysis of optimized VANET protocols in real world tests. IWCMC (2011)
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) (2010)
Enrique Alba, Sebastián Luna, Jamal Toutouh
Accuracy and Efficiency in Simulating VANETs. MCO (2008)