A Angel , Nancy ;Dakshanamoorthy , Ravindran;P M Durai Raj , Vincent;Srinivasan , Kathiravan ;Gutierrez-Reina, Daniel:
IoT-Cloud-Based Smart Healthcare Monitoring System for Heart Disease Prediction via Deep Learning. Electronics. 2023. Vol: 2023. https://doi.org/10.3390/electronics11152292.
Peralta, Federico;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
Water Quality Online Modeling using Multi-Objective and Multi-Agent Bayesian Optimization with Region Partitioning. Mechatronics. 2023. Vol: 91. Pág. 1-12. https://doi.org/10.1016/j.mechatronics.2023.102953.
Yanes, Samuel;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
Censored Deep Reinforcement Patrolling with Information Criterion for Monitoring Large Water Resources using Autonomous Surface Vehicles. Applied Soft Computing. 2023. Vol: 132. Pág. 1-17. https://doi.org/10.1016/j.asoc.2022.109874.
Jara, Micaela Carolina;Peralta, Federico;Jurado-Flores, Isabel;Gutierrez-Reina, Daniel:
AquaHet-PSO: An Informative Path Planner for a Fleet of Autonomous Surface Vehicles with Heterogeneous Sensing Capabilities based on Multi-Objective P. IEEE Access. 2023. Vol: 11. Pág. 110943-110966. 10.1109/ACCESS.2023.3322930.
Cartes-dominguez, Guillermo;Franco-alvarez, Evelia;Tapia, Alejandro;Gutierrez-Reina, Daniel:
A comparative study of machine learning and deep learning algorithms for padel tennis shot classification. Soft Computing. 2023. https://doi.org/10.1007/s00500-023-07874-x.
Sharma, Vishal;Gutierrez-Reina, Daniel;Zengpeng , Li;Srinivasan, Kathiravan ;Sharma, Navuday ;Kara, Vinod :
Distributed Secure Computing for Smart Mobile IoT Networks. Mobile Information Systems. 2022. https://doi.org/10.1155/2022/9864846.
Martinez, Cristina;Yanes, Samuel;Díaz-Cabrera, Juan Manuel;Gutierrez-Reina, Daniel;Linares-burgos, Rafael ;Castillejo-González, Isabel Luisa:
Detection of Planting Systems in olive groves based on Open Source High Resolution Images and Convolutional Neural Networks. Agronomy. 2022. Vol: 12. Núm: 1. Pág. 1-15. https://doi.org/10.3390/agronomy12112700.
Yanes, Samuel;Peralta, Federico;Tapia, Alejandro;Rodríguez, Álvaro;Toral-Marin, Sergio;Gutierrez-Reina, Daniel:
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources. Engineering Applications Of Artificial Intelligence. 2022. Vol: 112. https://doi.org/10.1016/j.engappai.2022.104852.
Tapia, Alejandro;Millán-Gata, Pablo;Gutierrez-Reina, Daniel:
Optimizing the Layout of Run-of-River Powerplants Using Cubic Hermite Splines and Genetic Algorithms. Applied Sciences. 2022. Vol: 2022. . https://doi.org/10.3390/app12168133.
Tapia, Alejandro;Rodríguez, Álvaro;Gutierrez-Reina, Daniel;Millán-Gata, Pablo:
Three-dimensional optimization of penstock layouts for micro-hydropower plants using genetic algorithms. Applied Energy. 2021.
Alamo-Cantarero, Teodoro;Millán-Gata, Pablo;Gutierrez-Reina, Daniel;Giordano, Giulia;Preciado, Victor:
Challenges and Future Directions in Pandemic Control. IEEE Control Systems Letters. 2021. Vol: Early. Núm: Access. Pág. 1-1. 10.1109/lcsys.2021.3085700.
Alamo-Cantarero, Teodoro;Gutierrez-Reina, Daniel;Millán-Gata, Pablo;Preciado, Victor;Giordano, Giulia:
Data-Driven Methods for Present and Future Pandemics:Monitoring, Modelling and Managing. Annual Reviews in Control. 2021.
Mahoro, Donald;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Tawfik, Hissam:
Time Efficient Unmanned Aircraft Systems Deployment in Disaster Scenarios Using Clustering Methods and A Set Cover Approach. Electronics. 2021.
Peralta, Federico;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Arzamendía, Mario;Gregor-Recalde, Derlis:
A Bayesian Optimization Approach for Multi-Function Estimation for Environmental Monitoring using an Autonomous Surface Vehicle: Ypacarai Lake Case St. Electronics. 2021.
Yanes, Samuel;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
A Dimensional Comparison Between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quali. Sensors. 2021.
Yanes, Samuel;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacaraí Lake Patrolling Case. IEEE Access. 2021.
Peralta, Federico;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Arzamendía, Mario;Gregor-Recalde, Derlis:
A Bayesian Optimization Approach for Water Resources Monitoring through an Autonomous Surface Vehicle: The Ypacarai Lake Case Study. IEEE Access. 2021. 10.1109/ACCESS.2021.3050934.
Jara, Micaela Carolina;Jurado-Flores, Isabel;Gutierrez-Reina, Daniel:
An Informative Path Planner for a Swarm of ASVs based on an Enhanced PSO with Gaussian Surrogate Model Components Intended for Water Monitoring Applic. Electronics. 2021. Vol: 10. Núm: 13. https://doi.org/10.3390/electronics10131605.
Tapia, Alejandro;Gutierrez-Reina, Daniel;Millán-Gata, Pablo:
Optimized Micro-Hydro Power Plants Layout Design Using Messy Genetic Algorithms. Expert Systems With Applications. 2020. https://doi.org/10.1016/j.eswa.2020.113539.
Peralta, Federico;Arzamendia, Mario;Gregor-Recalde, Derlis;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study. Sensors. 2020. Vol: 2019.
Yanes, Samuel;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case. IEEE Access. 2020. 10.1109/ACCESS.2020.3036938.
K, Suresh;S, Duraimurugan ;Durai Raj , Vincent;Srinivasan, Kathiravan ;Nalin K. Jayakody, Dushantha ;Gutierrez-Reina, Daniel;Inoue, Atsushi :
An Efficient Hybrid Fuzzy-Clustering Driven 3D-Modeling of Magnetic Resonance Imagery for Enhanced Brain Tumor Diagnosis. Electronics. 2020. Vol: 2020. Núm: 1.
Alamo-Cantarero, Teodoro;Gutierrez-Reina, Daniel;Mammarella, Martina;Abella, Alberto:
Covid-19: Open Data Resources for Monitoring,Modelling and Forecasting the Epidemic. Electronics. 2020. Vol: 19. Núm: 5. Pág. 1-30. https://doi.org/10.3390/electronics9050827.
Gutierrez-Reina, Daniel;Barrero-Garcia, Federico José;Riveros-Insfran, Jose Agustin;González -Prieto, Ignacio;Toral-Marin, Sergio;Duran-Martinez, Mario Javier:
Interest and applicability of meta-heuristic algorithms in the Electrical Parameter Identification of Multiphase Machines. Energies. 2019. Vol: 12. Núm: 2. 10.3390/en12020314.
Sharma, Vishal;You, Ilson;Jayakody, Dushantha Nalin K. ;Gutierrez-Reina, Daniel;Raymond, Choo:
Neural-blockchain based ultra-reliable caching for edge-enabled UAV networks. IEEE Transactions on Industrial Informatics. 2019.
Rodríguez Del Nozal, Alvaro;Gutierrez-Reina, Daniel;Alvarado-Barrios, Lázaro;Tapia, Alejandro;Escaño González, Juan Manuel:
A MPC strategy for optimal management of microgrids based on evolutionary optimization. Electronics. 2019.
Tapia, Alejandro;Gutierrez-Reina, Daniel;Millán-Gata, Pablo:
An Evolutionary Computational Approach for Designing Micro Hydro Power Plants. Energies. 2019. Vol: 12. Núm: 5. Pág. 1-25. 10.3390/en12050878.
Mahendran, Nivedhitha ;Raj Vincent, Durai ;Kathiravan, Srinivasan ;Chang, Chuan-yu ;Garg, Akhil ;Gao, Liang ;Gutierrez-Reina, Daniel:
Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder. Sensors. 2019. https://doi.org/10.3390/s19224822.
Arzamendia, Mario;Gregor-Recalde, Derlis;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
An evolutionary approach to constrained path planning of an autonomous surface vehicle for maximizing the covered area of Ypacarai Lake. Soft Computing. 2019. Vol: 23. Núm: 5. Pág. 1723-1734. https://doi.org/10.1007/s00500-017-2895-x.
Alvarado-Barrios, Lázaro;Rodríguez, Álvaro;Tapia, Alejandro;Martinez-Ramos, Jose Luis;Gutierrez-Reina, Daniel:
An Evolutionary Computational Approach for the Problemof Unit Commitmentand Economic Dispatch in Microgrids under several Operation Modes. Energies. 2019.
Chakriswaran, Priya ;Raj Vincent , Durai ;Srinivasan , Kathiravan ;Sharma, Vishal ;Chang , Chuan-yu ;Gutierrez-Reina, Daniel:
Emotion AI-Driven Sentiment Analysis: A Survey, Future Research Directions, and Open Issues. Applied Sciences. 2019. Vol: 2019.
Espartza, Iratxe;Arzamendia, Mario;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Gregor-Recalde, Derlis:
Comparison of Eulerian and Hamiltonian circuits for evolutionary-based path planning of an autonomous surface vehicle for monitoring Ypacarai Lake. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 2018. DOI https://doi.org/10.1007/s12652-018-0920-2.
Sanchez-Garcia, Jesus;García-Campos, José Manuel ;Arzamendia, Mario;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Gregor-Recalde, Derlis:
A Survey on Unmanned Aerial and Aquatic Vehicle Multi-hop Networks: Wireless Communications, Evaluation Tools and Applications. Computer Communications. 2018. 10.1016/j.comcom.2018.02.002.
Gutierrez-Reina, Daniel;Sharma, Vishal;You, Ilsun;Toral-Marin, Sergio:
Dissimilarity Metric based on Local Neighboring Information and Genetic Programming for Data Dissemination in VANETs. Sensors. 2018. Vol: 18. Núm: 7. Pág. 1-18. https://doi.org/10.3390/s18072320.
Gutierrez-Reina, Daniel;Camp, Tracy;Munjal, Aarti;Toral-Marin, Sergio:
Evolutionary deployment and local search-based movements of 0th, responders in disaster scenarios. Future Generation Computer Systems. 2018. Vol: 88. Pág. 61-78. https://doi.org/10.1016/j.future.2018.05.024.
Sanchez-Garcia, Jesus;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
A distributed PSO-based exploration algorithm for a UAV network assisting a disaster scenario. Future Generation Computer Systems. 2018. Vol: 90. Pág. 129-148. https://doi.org/10.1016/j.future.2018.07.048.
Ciobanu, Radu;Gutierrez-Reina, Daniel;Drobe, Ciprian ;Toral-Marin, Sergio:
Context-adaptive forwarding in mobile opportunistic networks. Annales des télécommunications. 2018. Vol: 73. Núm: 9-10. Pág. 559-575. https://doi.org/10.1007/s12243-018-0654-3.
Gutierrez-Reina, Daniel;Tawfit, Hissam;Toral-Marin, Sergio:
Multi-subpopulation Evolutionary Algorithms for Coverage Deployment of UAV-networks. Ad Hoc Networks. 2017. https://doi.org/10.1016/j.adhoc.2017.09.005.
Sharma, Vishal;Gutierrez-Reina, Daniel;Kumar, Rajesh:
HMADSO: A Novel Hill Myna and Desert Sparrow Optimization Algorithm for Cooperative Rendezvous and Task Allocation in FANETs. Soft Computing. 2017.
Gutierrez-Reina, Daniel;Ruiz, Patricia;Ciobanu, Radu;Toral-Marin, Sergio;Dorronsoro, Bernabé;Dobre, Ciprian:
A survey on the Application of Evolutionary Algorithms for Mobile Multi-hop Ad Hoc Network Optimization Problems. International Journal of Distributed Sensor Networks. 2016. Vol: 2016.
Gutierrez-Reina, Daniel;Günes, Mesut;Toral-Marin, Sergio:
Real Experimentation of Probabilistic Broadcasting Algorithms Based on Dissimilarity Metrics for Multi-hop Ad Hoc Networks . Ad Hoc Networks. 2016. 10.1016/j.adhoc.2016.04.002.
García-Campos, José Manuel ;Sanchez-Garcia, Jesus;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Barrero-Garcia, Federico José:
An Evaluation Methodology for Reliable Simulation Based Studies of Routing Protocols in VANETs. Simulation modelling practice and theory. 2016. Vol: 66. Pág. 139-165. 10.1016/j.simpat.2016.04.002.
García-Campos, José Manuel ;Gutierrez-Reina, Daniel;Toral-Marin, Sergio:
On-siteDriverID: A Secure Authentication Scheme based on Spanish eID Cards for Vehicular Ad Hoc Networks . Future Generation Computer Systems. 2016. Vol: 64. Pág. 50-60. 10.1016/j.future.2016.04.024.
Toral-Marin, Sergio;Dobre, Ciprian;Dorronsoro, Bernabé;Günes, Mesut;Gutierrez-Reina, Daniel:
Computational Intelligence in Wireless Sensor and Ad Hoc Networks. International Journal of Distributed Sensor Networks. 2016. Vol: 2016. Pág. 1-2.
Sanchez-Garcia, Jesus;García-Campos, José Manuel ;Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Barrero-Garcia, Federico José:
On-siteDriverID: A Secure Authentication Scheme based on Spanish eID Cards for Vehicular Ad Hoc Networks. Future Generation Computer Systems. 2016. Vol: 64. Pág. 50-60. 10.1016/j.future.2016.04.024.
Gutierrez-Reina, Daniel;Ciobanu, Radu;Toral-Marin, Sergio;Dobre, Ciprian:
A Multi-Objective Optimization of Data Dissemination in Delay Tolerant Networks. Expert Systems With Applications. 2016.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Johnson, Princy;Barrero-Garcia, Federico José:
A survey on probabilistic broadcast schemes for wireless AdHoc networks. Ad Hoc Networks. 2015. 10.1016/j.adhoc.2014.10.001.
Gutierrez-Reina, Daniel;Askalani, M.;Toral-Marin, Sergio;Barrero-Garcia, Federico José;Asimakopoulou, Eleana;BESSIS-, NIK:
A survey on multi-hop ad hoc networks for disaster response scenarios. International Journal of Distributed Sensor Networks. 2015. Vol: 2015.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;BESSIS-, NIK;Barrero-Garcia, Federico José;Asimakopoulou, Eleana:
The Role of Congestion in Probabilistic Broadcasting for Ubiquitous Wireless Multi-HOP Networks through Mediation Analysis. Pervasive and Mobile Computing. 2015. Vol: 24. Pág. 16-29. 10.1016/j.pmcj.2015.06.014.
Gutierrez-Reina, Daniel;LEÓN-COCA, JOSE MARÍA;Toral-Marin, Sergio;Asimakopoulou, Eleana;Barrero-Garcia, Federico José;Norrington, P.;BESSIS-, NIK:
Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster . Soft Computing. 2014. 10.1007/s00500-013-1207-3.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Johnson, Princy;Barrero-Garcia, Federico José:
Hybrid Flooding Scheme for Mobile Ad Hoc Networks. IEEE Communications Letters. 2013. Vol: 17. Núm: 3. Pág. 592-595. 10.1109/LCOMM.2013.13.121505.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Barrero-Garcia, Federico José;BESSIS-, NIK;Asimakopoulou, Eleana:
Modelling and Assessing Ad Hoc Networks in Disaster Scenarios. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 2013. Vol: 4. Pág. 571-579. 10.1007/s12652-012-0113-3.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;BESSIS-, NIK;Barrero-Garcia, Federico José;Asimakopoulou, E:
An Evolutionary Computation Approach for Optimizing Connectivity in Disaster Response Scenarios. Applied Soft Computing. 2013. Vol: 13. Núm: 2. Pág. 833-845.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Barrero-Garcia, Federico José:
Improving discovery phase of reactive ad hoc routing protocols using Jaccard distance. Journal of Supercomputing. 2013. DOI 10.1007/s11227-013-0992-x.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Johnson, Princy;Barrero-Garcia, Federico José:
An Evolutionary Computation Approach for designing Mobile Ad Hoc Networks. Expert Systems With Applications. 2012. Vol: 39. Núm: 8. Pág. 6838-6845. 10.1016/j.eswa.2012.01.012.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Johnson, Princy;Barrero-Garcia, Federico José:
Route duration improvement in wireless sensor and actuator networks based on mobility parameters and flooding control. EURASIP Journal on Wireless Communications and Networking. 2012. Vol: 147. Pág. 1-25. 10.1186/1687-1499-2012-147.
Gutierrez-Reina, Daniel;Toral-Marin, Sergio;Johnson-,Princy;Barrero-Garcia, Federico José:
A RELIABLE ROUTE SELECTION SCHEME BASED ON CAUTION ZONE AND NODES' ARRIVAL ANGLE. IEEE Communications Letters. 2011. Vol: 15. Núm: 11. Pág. 1252-1255. 10.1109/LCOMM.2011.082911.111539 .