Daniel Gutiérrez-Reina
Orcid: 0000-0002-2481-5058
According to our database1,
Daniel Gutiérrez-Reina
authored at least 76 papers
between 2010 and 2024.
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Bibliography
2024
Deep Reinforcement Multi-agent Learning framework for Information Gathering with Local Gaussian Processes for Water Monitoring.
CoRR, 2024
2023
Deep Reinforcement Learning Applied to Multi-agent Informative Path Planning in Environmental Missions.
Proceedings of the Mobile Robot: Motion Control and Path Planning, 2023
Monitoring Peak Pollution Points of Water Resources with Autonomous Surface Vehicles Using a PSO-Based Informative Path Planner.
Proceedings of the Mobile Robot: Motion Control and Path Planning, 2023
A comparative study of machine learning and deep learning algorithms for padel tennis shot classification.
Soft Comput., 2023
Censored deep reinforcement patrolling with information criterion for monitoring large water resources using Autonomous Surface Vehicles.
Appl. Soft Comput., 2023
AquaHet-PSO: An Informative Path Planner for a Fleet of Autonomous Surface Vehicles With Heterogeneous Sensing Capabilities Based on Multi-Objective PSO.
IEEE Access, 2023
2022
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources.
Eng. Appl. Artif. Intell., 2022
IEEE Control. Syst. Lett., 2022
AquaFeL-PSO: A Monitoring System for Water Resources using Autonomous Surface Vehicles based on Multimodal PSO and Federated Learning.
CoRR, 2022
Maximum Information Coverage and Monitoring Path Planning with Unmanned Surface Vehicles Using Deep Reinforcement Learning.
Proceedings of the Optimization and Learning - 5th International Conference, 2022
A Comparison of PSO-Based Informative Path Planners for Autonomous Surface Vehicles for Water Resource Monitoring.
Proceedings of the ICMLT 2022: 7th International Conference on Machine Learning Technologies, Rome, Italy, March 11, 2022
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors.
Sensors, 2021
Data-driven methods for present and future pandemics: Monitoring, modelling and managing.
Annu. Rev. Control., 2021
A Bayesian Optimization Approach for Water Resources Monitoring Through an Autonomous Surface Vehicle: The Ypacarai Lake Case Study.
IEEE Access, 2021
A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacaraí Lake Patrolling Case.
IEEE Access, 2021
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
A Sample-Efficiency Comparison Between Evolutionary Algorithms and Deep Reinforcement Learning for Path Planning in an Environmental Patrolling Mission.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study.
Sensors, 2020
Expert Syst. Appl., 2020
Data-Driven Methods to Monitor, Model, Forecast and Control Covid-19 Pandemic: Leveraging Data Science, Epidemiology and Control Theory.
CoRR, 2020
A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case.
IEEE Access, 2020
2019
IEEE Trans. Ind. Informatics, 2019
An evolutionary approach to constrained path planning of an autonomous surface vehicle for maximizing the covered area of Ypacarai Lake.
Soft Comput., 2019
Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder.
Sensors, 2019
Comparison of Eulerian and Hamiltonian circuits for evolutionary-based path planning of an autonomous surface vehicle for monitoring Ypacarai Lake.
J. Ambient Intell. Humaniz. Comput., 2019
Intelligent Online Learning Strategy for an Autonomous Surface Vehicle in Lake Environments Using Evolutionary Computation.
IEEE Intell. Transp. Syst. Mag., 2019
A distributed PSO-based exploration algorithm for a UAV network assisting a disaster scenario.
Future Gener. Comput. Syst., 2019
2018
HMADSO: a novel hill Myna and desert Sparrow optimization algorithm for cooperative rendezvous and task allocation in FANETs.
Soft Comput., 2018
Dissimilarity Metric Based on Local Neighboring Information and Genetic Programming for Data Dissemination in Vehicular Ad Hoc Networks (VANETs).
Sensors, 2018
Evolutionary deployment and local search-based movements of 0th responders in disaster scenarios.
Future Gener. Comput. Syst., 2018
A survey on unmanned aerial and aquatic vehicle multi-hop networks: Wireless communications, evaluation tools and applications.
Comput. Commun., 2018
Ann. des Télécommunications, 2018
Ad Hoc Networks, 2018
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018
Evolutionary Computation for Solving Path Planning of an Autonomous Surface Vehicle Using Eulerian Graphs.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Evolutionary Deployment and Hill Climbing-Based Movements of Multi-UAV Networks in Disaster Scenarios.
Proceedings of the Applications of Big Data Analytics, Trends, Issues, and Challenges., 2018
2017
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-62739-7, 2017
Proceedings of the 14th International Conference on Telecommunications, 2017
2016
An evaluation methodology for reliable simulation based studies of routing protocols in VANETs.
Simul. Model. Pract. Theory, 2016
Int. J. Distributed Sens. Networks, 2016
Int. J. Distributed Sens. Networks, 2016
A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems.
Int. J. Distributed Sens. Networks, 2016
On-siteDriverID: A secure authentication scheme based on Spanish eID cards for vehicular ad hoc networks.
Future Gener. Comput. Syst., 2016
Expert Syst. Appl., 2016
Real experimentation of probabilistic broadcasting algorithms based on dissimilarity metrics for multi-hop ad hoc networks.
Ad Hoc Networks, 2016
UAVs Deployment in Disaster Scenarios Based on Global and Local Search Optimization Algorithms.
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
Evolutionary Path Planning of an Autonomous Surface Vehicle for Water Quality Monitoring.
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
2015
The role of congestion in probabilistic broadcasting for ubiquitous wireless multi-hop networks through mediation analysis.
Pervasive Mob. Comput., 2015
Int. J. Distributed Sens. Networks, 2015
Ad Hoc Networks, 2015
Performance Evaluation of Reactive Routing Protocols for VANETs in Urban Scenarios Following Good Simulation Practices.
Proceedings of the 9th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2015
Five-phase induction machine parameter identification using PSO and standstill techniques.
Proceedings of the IECON 2015, 2015
Proceedings of the IECON 2015, 2015
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
Proceedings of the International Conference on Developments of E-Systems Engineering, 2015
2014
Intelligent Transportation Systems and Wireless Access in Vehicular Environment Technology for Developing Smart Cities.
Proceedings of the Big Data and Internet of Things: A Roadmap for Smart Environments, 2014
Improving discovery phase of reactive ad hoc routing protocols using Jaccard distance.
J. Supercomput., 2014
Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster response scenarios.
Soft Comput., 2014
JDER: A history-based forwarding scheme for delay tolerant networks using Jaccard distance and encountered ration.
J. Netw. Comput. Appl., 2014
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014
A Dissemination Analysis in Mobile Wireless Ad Hoc Networks Using Probabilistic Broadcast.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014
2013
The Role of Ad Hoc Networks in the Internet of Things: A Case Scenario for Smart Environments.
Proceedings of the Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence, 2013
J. Ambient Intell. Humaniz. Comput., 2013
An evolutionary computation approach for optimizing connectivity in disaster response scenarios.
Appl. Soft Comput., 2013
An Evolutionary Computational Approach for Optimizing Broadcasting in Disaster Response Scenarios.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013
Authentication Systems Using ID Cards over NFC Links: The Spanish Experience Using DNIe.
Proceedings of the 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013) and the 3rd International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), 2013
Analysis of Probabilistic Forwarding in Opportunistic Networks Using the Percolation Theory.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013
2012
Expert Syst. Appl., 2012
Route duration improvement in wireless sensor and actuator networks based on mobility parameters and flooding control.
EURASIP J. Wirel. Commun. Netw., 2012
2011
IEEE Commun. Lett., 2011
Proceedings of the 2011 Third International Conference on Intelligent Networking and Collaborative Systems (INCoS), Fukuoka, Japan, November 30, 2011
2010
A Wireless In-door System for Assisting Victims and Rescue Equipments in a Disaster Management.
Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010