Jamal Toutouh

Orcid: 0000-0003-1152-0346

According to our database1, Jamal Toutouh authored at least 87 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Human-centred Smart Mobility: Shaping the Future of Urban Transport.
ERCIM News, 2024

Coevolutionary Computation for Adversarial Deep Learning.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Redesigning road infrastructure to integrate e-scooter micromobility as part of multimodal transportation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Empirical comparison of evolutionary approaches for searching the latent space of Generative Adversarial Networks for the human face generation problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Cooperative Coevolutionary Spatial Topologies for Autoencoder Training.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

A Self-adaptive Coevolutionary Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Optimizing Electric Vehicle Charging Station Placement Integrating Daily Mobility Patterns and Residential Locations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Optimizing Urban Infrastructure for E-Scooter Mobility.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023
Semi-supervised generative adversarial networks with spatial coevolution for enhanced image generation and classification.
Appl. Soft Comput., November, 2023

Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation.
Appl. Soft Comput., January, 2023

E-scooters Routes Potential: Open Data Analysis in Current Infrastructure. Malaga Case.
Proceedings of the Optimization and Learning - 6th International Conference, 2023

Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology.
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Multiobjective coevolutionary training of Generative Adversarial Networks.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Multiobjective evolutionary search of the latent space of Generative Adversarial Networks for human face generation.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Parallel-Distributed Implementation of the Lipizzaner Framework for Multiobjective Coevolutionary Training of Generative Adversarial Networks.
Proceedings of the High Performance Computing - 10th Latin American Conference, 2023

2022
A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus.
Sensors, 2022

A comparison of Generative Adversarial Networks for image super-resolution.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Distribution of Police Patrols as a Covering Problem in Smart Cities: Fuengirola Use Case.
Proceedings of the Smart Cities - 5th Ibero-American Congress, 2022

Artificial Intelligence for Automatic Building Extraction from Urban Aerial Images.
Proceedings of the Smart Cities - 5th Ibero-American Congress, 2022

Multi-target evolutionary latent space search of a generative adversarial network for human face generation.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Coevolutionary generative adversarial networks for medical image augumentation at scale.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021
Spatial Coevolution for Generative Adversarial Network Training.
ACM Trans. Evol. Learn. Optim., 2021

Reliable and Fast Recurrent Neural Network Architecture Optimization.
CoRR, 2021

Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks.
CoRR, 2021

Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios.
CoRR, 2021

Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks.
Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

Evolutionary latent space search for driving human portrait generation.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case.
Proceedings of the Smart Cities - 4th Ibero-American Congress, 2021

Exact Approach for Electric Vehicle Charging Infrastructure Location: A Real Case Study in Málaga, Spain.
Proceedings of the Smart Cities - 4th Ibero-American Congress, 2021

Signal propagation in a gradient-based and evolutionary learning system.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga.
Proceedings of the Advances in Artificial Intelligence, 2021

2020
Data Dieting in GAN Training.
Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

Adversarial genetic programming for cyber security: a rising application domain where GP matters.
Genet. Program. Evolvable Mach., 2020

Random error sampling-based recurrent neural network architecture optimization.
Eng. Appl. Artif. Intell., 2020

Data Dieting in GAN Training.
CoRR, 2020

Soft computing methods for multiobjective location of garbage accumulation points in smart cities.
Ann. Math. Artif. Intell., 2020

Enabling DSRC and C-V2X Integrated Hybrid Vehicular Networks: Architecture and Protocol.
IEEE Access, 2020

Analyzing the Components of Distributed Coevolutionary GAN Training.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Computational Intelligence for Evaluating the Air Quality in the Center of Madrid, Spain.
Proceedings of the Optimization and Learning - Third International Conference, 2020

Parallel/distributed implementation of cellular training for generative adversarial neural networks.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution.
Proceedings of the Smart Cities - Third Ibero-American Congress, 2020

Smart City Tools to Evaluate Age-Healthy Environments.
Proceedings of the Smart Cities - Third Ibero-American Congress, 2020

A Simulation-Optimization Approach for the Household Energy Planning Problem Considering Uncertainty in Users Preferences.
Proceedings of the Production Research - 10th International Conference of Production Research, 2020

Re-purposing heterogeneous generative ensembles with evolutionary computation.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Parallel/Distributed Generative Adversarial Neural Networks for Data Augmentation of COVID-19 Training Images.
Proceedings of the High Performance Computing - 7th Latin American Conference, 2020

Generative adversarial networks to model air pollution under uncertainty.
Proceedings of the 1st International Workshop on Advanced Information and Computation Technologies and Systems, 2020

Multiobjective design of sustainable public transportation systems.
Proceedings of the 1st International Workshop on Advanced Information and Computation Technologies and Systems, 2020

Multiobjective evolutionary flight planning of autonomous unmanned aerial vehicles for exploration and surveillance.
Proceedings of the 1st International Workshop on Advanced Information and Computation Technologies and Systems, 2020

2019
A Specialized Evolutionary Strategy Using Mean Absolute Error Random Sampling to Design Recurrent Neural Networks.
CoRR, 2019

Assessing the Environmental Impact of Car Restrictions Policies: Madrid Central Case.
Proceedings of the Smart Cities - Second Ibero-American Congress, 2019

Multiobjective Household Energy Planning Using Evolutionary Algorithms.
Proceedings of the Smart Cities - Second Ibero-American Congress, 2019

Spatial evolutionary generative adversarial networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
A swarm algorithm for collaborative traffic in vehicular networks.
Veh. Commun., 2018

BiPred: A Bilevel Evolutionary Algorithm for Prediction in Smart Mobility.
Sensors, 2018

Analysis of Mobility Patterns for Public Transportation and Bus Stops Relocation.
Program. Comput. Softw., 2018

Comparison of Multiobjective Evolutionary Algorithms for Prioritized Urban Waste Collection in Montevideo, Uruguay.
Electron. Notes Discret. Math., 2018

DLOPT: Deep Learning Optimization Library.
CoRR, 2018

Low-Cost Recurrent Neural Network Expected Performance Evaluation.
CoRR, 2018

Computational Intelligence for Locating Garbage Accumulation Points in Urban Scenarios.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

Evolutionary Deep Learning for Car Park Occupancy Prediction in Smart Cities.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

Smart Campus Human Tracking: The Case of University of Málaga.
Proceedings of the Smart Cities - First Ibero-American Congress, 2018

Municipal Solid Waste Management in Smart Cities: Facility Location of Community Bins.
Proceedings of the Smart Cities - First Ibero-American Congress, 2018

Waste Generation Prediction in Smart Cities Through Deep Neuroevolution.
Proceedings of the Smart Cities - First Ibero-American Congress, 2018

Reduction of the Size of Datasets by Using Evolutionary Feature Selection: The Case of Noise in a Modern City.
Proceedings of the Advances in Artificial Intelligence, 2018

Comparing Deep Recurrent Networks Based on the MAE Random Sampling, a First Approach.
Proceedings of the Advances in Artificial Intelligence, 2018

Evolution Oriented Monitoring oriented to Security Properties for Cloud Applications.
Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017
Parallel multi-objective metaheuristics for smart communications in vehicular networks.
Soft Comput., 2017

Infrastructure Deployment in Vehicular Communication Networks Using a Parallel Multiobjective Evolutionary Algorithm.
Int. J. Intell. Syst., 2017

2016
Light commodity devices for building vehicular ad hoc networks: An experimental study.
Ad Hoc Networks, 2016

CTPATH: A Real World System to Enable Green Transportation by Optimizing Environmentaly Friendly Routing Paths.
Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 2016

Distributed Fair Rate Congestion Control for Vehicular Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016

2015
Metaheuristics for energy-efficient data routing in vehicular networks.
Int. J. Metaheuristics, 2015

QoS-Aware Radio Access Technology (RAT) Selection in Hybrid Vehicular Networks.
Proceedings of the Communication Technologies for Vehicles - 8th International Workshop, 2015

2013
Fast energy-aware OLSR routing in VANETs by means of a parallel evolutionary algorithm.
Clust. Comput., 2013

2012
Intelligent OLSR Routing Protocol Optimization for VANETs.
IEEE Trans. Veh. Technol., 2012

Multi-objective OLSR optimization for VANETs.
Proceedings of the 8th IEEE International Conference on Wireless and Mobile Computing, 2012

Evolutionary power-aware routing in VANETs using Monte-Carlo simulation.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Green OLSR in VANETs with differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Parallel Swarm Intelligence for VANETs Optimization.
Proceedings of the 2012 Seventh International Conference on P2P, 2012

2011
Optimizing OLSR in VANETS with differential evolution: a comprehensive study.
Proceedings of the first ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2011

Performance analysis of optimized VANET protocols in real world tests.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

An efficient routing protocol for green communications in vehicular ad-hoc networks.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics.
Eng. Appl. Artif. Intell., 2010

2008
Accuracy and Efficiency in Simulating VANETs.
Proceedings of the Modelling, 2008


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