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Gutierrez REINA, DanielPerfil en ORCID: 0000-0002-2481-5058 Grupos de Investigación Responsable de los siguientes proyectos/ayudas en la USParticipa los siguientes proyectos/ayudas en la USProyectos: - Despliegue y Control de una Red Inteligente de Vehículos Autónomos Acuáticos para la Monitorización de Recursos Hídricos Andaluces ( PY18-RE0009 - Investigador Principal Joven).
- Sistemas de Propulsión Multifásica en Vehículos Eléctricos (DPI2013-44278-R) ( DPI2013-44278-R - Investigador/a).
- Sistemas de Propulsión Multifásica en Vehículos Eléctricos ( DPI2013-44278-R - Investigador/a).
- FLOTAS SOSTENIBLES: SISTEMA INTEGRADO PARA LA GESTION EFICIENTE Y SOSTENIBLE DE FLOTAS DE TRANSPORTE POR CARRETERAS ( PRJ2012-01465 - Investigador/a).
- ANALISIS Y DESARROLLO DE LINEAS DE INVESTIGACION CONJUNTAS QUE INCENTIVEN EL FORTALECIMIENTO INSTITUCIONAL DEL DPTO DEI MEDIANTE LA FORMACION DE DOCTO ( D/030448/10 - Investigador/a).
- ANALISIS Y DESARROLLO DE LINEAS DE INVESTIGACION CONJUNTAS QUE INCENTIVEN EL FORTALECIMIENTO INSTITUCIONAL DEL DPTO DEI MEDIANTE LA FORMACION DE DOCTO ( D/023993/09 - Investigador/a).
- DISPOSITIVO DE COMUNICACIÓN ENTRE TECNOLOGÍAS MÓVILES ( 0506 - Investigador/a).
- Caracterización del fenómeno de la "Cola Larga" en los portales de boca a boca electrónico ( AIFH2017/005 - Participante).
Contratos: - eFleet - Inteligencia y eficiencia energética en la gestión integral de flotas de vehículos eléctricos. ( PI-1157/2013 - Investigador/a ).
- FLOTAS SOSTENIBLES: Sistema integrado para la gestión eficiente y sostenible de flotas de transporte por carreteras. ( 1465/0561 - Investigador/a ).
- FLOTAS SOSTENIBLES: SISTEMA INTEGRADO PARA LA GESTION EFICIENTE Y SOSTENIBLE DE FLOTAS DE TRANSPORTE POR CARRETERAS ( PR201201465 - Participante ).
- Dispositivo de comunicación entre tecnologías móviles ( 0506/0138 - Investigador/a ).
- PR200900506 - INGENIERIA Y SOLUCIONES INFORMATICAS DEL SUR, S.L. ( PR200900506 - Investigador/a ).
Ayudas: - Caracterización del fenómeno de la "Cola Larga" en los portales de boca a boca electrónico ( AIFH2017/005 - Investigador/a ).
- INTRODUCCIÓN DE NUEVAS METODOLOGÍAS SISTÉMICAS DE ENSEÑANZA EN LABORATORIOS BASADAS EN PROYECTOS COLABORATIVOS ( INNOVACION DOCENTE - Investigador/a ).
PublicacionesLibros: - Gutierrez-Reina, Daniel, Tapia, Alejandro, Rodríguez, Álvaro:
Algoritmos Genéticos en Python: un enfoque práctico para resolver problemas de ingeniería. MARCOMBO. 2020. ISBN 978-84-267-2985-9 - García, Paula, Salas-Biedma, Pedro, Gutierrez-Reina, Daniel, González -Prieto, Ignacio, Duran-Martinez, Mario Javier:
Aprendiendo a programar en Python. Universidad de Málaga. 2019. ISBN 978-84-17449-81-0 - Gutierrez-Reina, Daniel, García-Campos, José Manuel , Toral-Marin, Sergio:
Mobile Ad Hoc Network Protocols Based on Dissimilarity Metrics. SPRINGER NATURE. 2017. ISBN
Capítulo de Libros: - Rocha, Adrián, García-Campos, José Manuel , Gutierrez-Reina, Daniel:
Anomaly Detection in Low-Cost Sensors in Agricultural Applications Based on Time Series with Seasonal Variation. Pag. 433 - 467. En: Innovations in Machine and Deep Learning. Springer. 2023. ISBN 978-3-031-40687-4 - Yanes, Samuel, Perales-Esteve, Manuel Angel, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
Deep Reinforcement Learning Applied to Multi-agent Informative Path Planning in Environmental Missions. Pag. 31 - 61. En: Mobile Robot: Motion Control and Path Planning. Springer. 2023. ISBN 978-3-031-26564-8 - Jara, Micaela Carolina, Johnson, Princy, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel:
Monitoring peak pollution points of water resources with autonomous surface vehicles using a pso-based informative path planner. Pag. 93 - 125. En: Mobile Robot: Motion Control and Path Planning. Springer. 2023. ISBN 978-3-031-26564-8 - Martinez, Cristina, Yanes, Samuel, Díaz -cabrera, Juan Manuel, Gutierrez-Reina, Daniel, Galvin, Adela, Catillejo-gonzález, Isabel Luisa :
Convolutional Neural Networks for Planting System Detection of Olive Groves. Pag. 373 - 399. En: Innovations in Machine and Deep Learning. Springer. 2023. ISBN 978-3-031-40687-4 - Jara, Micaela Carolina, Peralta, Federico, Johnson, Princy, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel:
Performance Evaluation of AquaFeL-PSO Informative Path Planner Under Different Contamination Profiles. Pag. 405 - 431. En: Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications. : Springer International Publishing Switzerland. 2023. ISBN 978-3-031-38325-0 - Rodríguez, Álvaro, Tapia, Alejandro, Alvarado-Barrios, Lázaro, Gutierrez-Reina, Daniel:
Application of Genetic Algorithms for Unit Commitment and Economic Dispatch Problems in microgrids . Pag. 1 - 2. En: Nature Inspired Computing for Data Science. Springer. 2019. ISBN - Rodríguez, Álvaro, Gutierrez-Reina, Daniel, Millán-Gata, Pablo:
Application of Genetic Algorithms for Designing Micro-Hydro Power Plants in Rural Isolated Areas - a case study in San Miguelito, Honduras . Pag. 1 - 2. En: Nature Inspired Computing for Data Science. Springer. 2019. ISBN - Gutierrez-Reina, Daniel, Camp, Tracy, Munjal, Aarti, Toral-Marin, Sergio:
Evolutionary Deployment and Hill Climbing-based Movements of Multi-UAV Networks in Disaster Scenarios. Pag. 63 - 95. En: Applications of Big Data Analytics. Springer. 2018. ISBN 978-3-319-76471-9 - Sanchez-Garcia, Jesus, García-Campos, José Manuel , Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Application of Nature Inspired Algorithms for Wireless Multi-hop Ad hoc Network Optimization Problems in Disaster Response Scenarios. Pag. 1 - 30. En: Nature-Inspired Networking: Theory and Applications. CRC Press - Taylor & Francis Group. 2017. ISBN - García-Campos, José Manuel , Gutierrez-Reina, Daniel, Sanchez-Garcia, Jesus, Toral-Marin, Sergio:
A Simulation Methodology for Conducting Unbiased and Reliable Evaluation of MANET Communication Protocols in Disaster Scenarios. Pag. - . En: Smart Technologies for Emergency Response and Disaster Management. Igi Global. 2016. ISBN - Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
A Path Planning Approach of an Autonomous Surface Vehicle for Water Quality Monitoring using Evolutionary Computation. Pag. - . En: Technology and Smart Futures. . 2016. ISBN - LEÓN-COCA, JOSE MARÍA, Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Intelligent Transportation Systems andWireless Access in Vehicular Environment Technology for Developing Smart Cities. Pag. 285 - 313. En: Big Data and Internet of Things: A Roadmap for Smart Environments. Springer. 2014. ISBN 978-3-319-05028-7 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, BESSIS-, NIK, Asimakopoulou , Eleana:
The Role of Ad Hoc Networks in the Internet of Things: A Case Scenario for Smart Environments. Pag. 89 - 113. En: Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence. Springer Berlin Heidelberg. 2013. ISBN 978-3-642-34951-5
Publicaciones en Revistas: - Yanes, Samuel, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
Censored Deep Reinforcement Patrolling with Information Criterion for Monitoring Large Water Resources using Autonomous Surface Vehicles. En: Applied Soft Computing. 2023. Vol. 132. Núm. . Pag. 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. En: IEEE Access. 2023. Vol. 11. Núm. . Pag. 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. En: Soft Computing. 2023. Vol. . Núm. . Pag. - https://doi.org/10.1007/s00500-023-07874-x - 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. En: Electronics. 2023. Vol. 2023. Núm. . Pag. - 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. En: Mechatronics. 2023. Vol. 91. Núm. . Pag. 1-12 https://doi.org/10.1016/j.mechatronics.2023.102953 - Tapia, Alejandro, Millán-Gata, Pablo, Gutierrez-Reina, Daniel:
Optimizing the Layout of Run-of-River Powerplants Using Cubic Hermite Splines and Genetic Algorithms. En: Applied Sciences. 2022. Vol. 2022. Núm. . Pag. - . https://doi.org/10.3390/app12168133 - Sharma, Vishal, Gutierrez-Reina, Daniel, Zengpeng , Li, Srinivasan, Kathiravan , Sharma, Navuday , Kara, Vinod :
Distributed Secure Computing for Smart Mobile IoT Networks. En: Mobile Information Systems. 2022. Vol. . Núm. . Pag. - 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. En: Agronomy. 2022. Vol. 12. Núm. 1. Pag. 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. En: Engineering Applications Of Artificial Intelligence. 2022. Vol. 112. Núm. . Pag. - https://doi.org/10.1016/j.engappai.2022.104852 - 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. En: Sensors. 2021. Vol. . Núm. . Pag. - - 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. En: IEEE Access. 2021. Vol. . Núm. . Pag. - - 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. En: IEEE Access. 2021. Vol. . Núm. . Pag. - 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. En: Electronics. 2021. Vol. 10. Núm. 13. Pag. 1605- https://doi.org/10.3390/electronics10131605 - Tapia, Alejandro, Rodríguez, Álvaro, Gutierrez-Reina, Daniel, Millán-Gata, Pablo:
Three-dimensional optimization of penstock layouts for micro-hydropower plants using genetic algorithms. En: Applied Energy. 2021. Vol. . Núm. . Pag. - - Alamo-Cantarero, Teodoro, Millán-Gata, Pablo, Gutierrez-Reina, Daniel, Giordano, Giulia, Preciado, Victor:
Challenges and Future Directions in Pandemic Control. En: IEEE Control Systems Letters. 2021. Vol. Early. Núm. Access. Pag. 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. En: Annual Reviews in Control. 2021. Vol. . Núm. . Pag. - - 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. En: Electronics. 2021. Vol. . Núm. . Pag. - - 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. En: Electronics. 2021. Vol. . Núm. . Pag. - - 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. En: Electronics. 2020. Vol. 2020. Núm. 1. Pag. - - Alamo-Cantarero, Teodoro, Gutierrez-Reina, Daniel, Mammarella, Martina, Abella, Alberto:
Covid-19: Open Data Resources for Monitoring,Modelling and Forecasting the Epidemic. En: Electronics. 2020. Vol. 19. Núm. 5. Pag. 1-30 https://doi.org/10.3390/electronics9050827 - Tapia, Alejandro, Gutierrez-Reina, Daniel, Millán-Gata, Pablo:
Optimized Micro-Hydro Power Plants Layout Design Using Messy Genetic Algorithms. En: Expert Systems With Applications. 2020. Vol. . Núm. . Pag. - 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. En: Sensors. 2020. Vol. 2019. Núm. . Pag. - - 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. En: IEEE Access. 2020. Vol. . Núm. . Pag. - 10.1109/ACCESS.2020.3036938 - 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. En: Energies. 2019. Vol. . Núm. . Pag. - - 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. En: Applied Sciences. 2019. Vol. 2019. Núm. . Pag. - - 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. En: Energies. 2019. Vol. 12. Núm. 2. Pag. - 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. En: IEEE Transactions on Industrial Informatics. 2019. Vol. . Núm. . Pag. - - 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. En: Electronics. 2019. Vol. . Núm. . Pag. - - Tapia, Alejandro, Gutierrez-Reina, Daniel, Millán-Gata, Pablo:
An Evolutionary Computational Approach for Designing Micro Hydro Power Plants. En: Energies. 2019. Vol. 12. Núm. 5. Pag. 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. En: Sensors. 2019. Vol. . Núm. . Pag. - 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. En: Soft Computing. 2019. Vol. 23. Núm. 5. Pag. 1723-1734 https://doi.org/10.1007/s00500-017-2895-x - Sanchez-Garcia, Jesus, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
A distributed PSO-based exploration algorithm for a UAV network assisting a disaster scenario. En: Future Generation Computer Systems. 2018. Vol. 90. Núm. . Pag. 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. En: Annales des télécommunications. 2018. Vol. 73. Núm. 9-10. Pag. 559-575 https://doi.org/10.1007/s12243-018-0654-3 - 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. En: JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 2018. Vol. . Núm. . Pag. - 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. En: Computer Communications. 2018. Vol. . Núm. . Pag. - 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. En: Sensors. 2018. Vol. 18. Núm. 7. Pag. 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. En: Future Generation Computer Systems. 2018. Vol. 88. Núm. . Pag. 61-78 https://doi.org/10.1016/j.future.2018.05.024 - 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. En: Soft Computing. 2017. Vol. . Núm. . Pag. - - Gutierrez-Reina, Daniel, Tawfit, Hissam, Toral-Marin, Sergio:
Multi-subpopulation Evolutionary Algorithms for Coverage Deployment of UAV-networks. En: Ad Hoc Networks. 2017. Vol. . Núm. . Pag. - https://doi.org/10.1016/j.adhoc.2017.09.005 - 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. En: Future Generation Computer Systems. 2016. Vol. 64. Núm. . Pag. 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. En: Expert Systems With Applications. 2016. Vol. . Núm. . Pag. - - 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. En: International Journal of Distributed Sensor Networks. 2016. Vol. 2016. Núm. . Pag. - - Gutierrez-Reina, Daniel, Günes, Mesut, Toral-Marin, Sergio:
Real Experimentation of Probabilistic Broadcasting Algorithms Based on Dissimilarity Metrics for Multi-hop Ad Hoc Networks . En: Ad Hoc Networks. 2016. Vol. . Núm. . Pag. - 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. En: Simulation modelling practice and theory. 2016. Vol. 66. Núm. . Pag. 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 . En: Future Generation Computer Systems. 2016. Vol. 64. Núm. . Pag. 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. En: International Journal of Distributed Sensor Networks. 2016. Vol. 2016. Núm. . Pag. 1-2 - 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. En: Pervasive and Mobile Computing. 2015. Vol. 24. Núm. . Pag. 16-29 10.1016/j.pmcj.2015.06.014 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Johnson, Princy, Barrero-Garcia, Federico José:
A survey on probabilistic broadcast schemes for wireless AdHoc networks. En: Ad Hoc Networks. 2015. Vol. . Núm. . Pag. - 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. En: International Journal of Distributed Sensor Networks. 2015. Vol. 2015. Núm. . Pag. - - 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 . En: Soft Computing. 2014. Vol. . Núm. . Pag. - 10.1007/s00500-013-1207-3 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, BESSIS-, NIK, Asimakopoulou, Eleana:
Modelling and Assessing Ad Hoc Networks in Disaster Scenarios. En: JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 2013. Vol. 4. Núm. . Pag. 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. En: Applied Soft Computing. 2013. Vol. 13. Núm. 2. Pag. 833-845 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Improving discovery phase of reactive ad hoc routing protocols using Jaccard distance. En: Journal of Supercomputing. 2013. Vol. . Núm. . Pag. - DOI 10.1007/s11227-013-0992-x - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Johnson, Princy, Barrero-Garcia, Federico José:
Hybrid Flooding Scheme for Mobile Ad Hoc Networks. En: IEEE Communications Letters. 2013. Vol. 17. Núm. 3. Pag. 592-595 10.1109/LCOMM.2013.13.121505 - 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. En: EURASIP Journal on Wireless Communications and Networking. 2012. Vol. 147. Núm. . Pag. 1-25 10.1186/1687-1499-2012-147 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Johnson, Princy, Barrero-Garcia, Federico José:
An Evolutionary Computation Approach for designing Mobile Ad Hoc Networks. En: Expert Systems With Applications. 2012. Vol. 39. Núm. 8. Pag. 6838-6845 10.1016/j.eswa.2012.01.012 - 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. En: IEEE Communications Letters. 2011. Vol. 15. Núm. 11. Pag. 1252-1255 10.1109/LCOMM.2011.082911.111539
Aportaciones a Congresos: - Jara, Micaela Carolina, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel:
A Comparison of PSO-Based Informative Path Planners for Autonomous Surface Vehicles for Water Resource Monitoring. Comunicación en congreso. 7th International Conference on Machine Learning Technologies . Roma. 2022 - Jara, Micaela Carolina, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel:
A Comparison of PSO-based Informative Path Planners for Detecting Pollution Peaks of the Ypacarai Lake with Autonomous Surface Vehicles. Ponencia en Congreso. International Conference on Optimization and Learning. Syracuse, Sicilia, Italy. 2022 - Jara, Micaela Carolina, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel:
Performance Comparison of PSO-based Informative Path Planners for Water Monitoring under Dynamic Scenarios. Ponencia en Congreso. 2022 2nd International Conference on Robotics, Automation and Artificial Intelligence. Singapur. 2022 - Cikel, Kevil , Arzamendía, Mario, Gregor-Recalde, Derlis, Toral-Marin, Sergio, Gutierrez-Reina, Daniel:
Evaluation of a CNN+LSTM system for the classification of hand-washing steps. Comunicación en congreso. XIX Conference of the Spanish Association for Artificial Intelligence . Málaga. 2021 - Yanes, Samuel, Peralta, Federico, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
A Sample-Efficiency Comparison Between Evolutionary Algorithms and Deep Reinforcement Learning for Path Planning in an Environmental Patrolling Missio. Comunicación en congreso. IEEE Congress on Evolutionary Computation. Ciclo itinerante (Varsovia, Cracovia, Sao Paulo, Río de Janeiro, Recife, El Cairo, Manchester, Leeds...).. 2021 - Tapia, Alejandro, Rodríguez, Álvaro, Gutierrez-Reina, Daniel, Millán-Gata, Pablo:
A genetic algorithm to optimize penstocks for micro-hydro power plants. Comunicación en congreso. IEEE Congress on Evolutionary Computation. Cracovia. 2021 - Perales-Esteve, Manuel Angel, Toral-Marin, Sergio, Gutierrez-Reina, Daniel:
Formación en Ingeniería y Cooperación Internacional: Diseño de drones acuáticos para monitorización de variables ambientales. Comunicación en congreso. XIV Technologies Applied to Electronics Teaching Conference (TAEE2020). - Oporto, Portugal. 2021 - Peralta, Federico, Yanes, Samuel, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study. Comunicación en congreso. IEEE Congress on Evolutionary Computation. Cracovia. 2021 - Jara, Micaela Carolina, Jurado-Flores, Isabel, Gutierrez-Reina, Daniel, Tapia, Alejandro:
Autonomous Monitoring System for Water Resources based on PSO and Gaussian Process. Comunicación en congreso. IEEE Congress on Evolutionary Computation. Cracovia. 2021 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
Deep Neuronal Based Classifiers for Wireless Multi-hop Network Mobility Models. Comunicación en congreso. The Eighteenth International Conference on Machine Learning and Applications (ICMLA 2019). BOCA RATON. 2019 - García-Campos, José Manuel , Gutierrez-Reina, Daniel, Tawfik, Hissam :
Greeaodv: an energy efficient routing protocol for vehicular ad hoc networks. Comunicación en congreso. International Conference on Intelligent Computing. Anhui, China. 2018 - Ciobanu, Radu, Gutierrez-Reina, Daniel, Dobre, Ciprian, Toral-Marin, Sergio:
A Dynamic Data Routing Solution for Opportunistic Networks. Comunicación en congreso. The 14th International Conference on Telecommunications. Croacia. 2017 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Tawfit, Hissam:
UAVs deployment in Disaster Scenarios based on Global and Local Search Optimization Algorithms . Comunicación en congreso. 9th International Conference on the Developments on eSystems Engineering . CHESTER/LIVERPOOL; REINO UNIDO. 2016 - Arzamendia, Mario, Gregor-Recalde, Derlis, Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Gregor-Recalde, Raul Igmar:
Evolutionary Path planning of an Autonomous Surface Vehicle for Water Quality Monitoring . Comunicación en congreso. 9th International Conference on the Developments on eSystems Engineering. Liverpool. 2016 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Martinez-Torres, Maria Del Rocio, Barrero-Garcia, Federico José:
Evolución de los MOOC en el ámbito investigador mediante técnicas de análisis de contenido. Comunicación en congreso. 12 Congreso de Tecnología, Aprendizaje y Enseñanza de la Electrónica. Sevilla, España. 2016 - Gutierrez-Reina, Daniel, Perales-Esteve, Manuel Angel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Los Proyectos de Ingeniería Electrónica en el marco de los Resultados de Aprendizaje EUR-ACE. Comunicación en congreso. 12 Congreso de Tecnología, Aprendizaje y Enseñanza de la Electrónica. Sevilla, España. 2016 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, Ciobanu, R., Dobre, Ciprian:
Analysis of Probabilistic Forwarding in Opportunistic Networks Using the Percolation Theory. Comunicación en congreso. 8th International Conference on Developments in eSystems Engineering. ABU DHABI, EMIRATOS ÁRABES UNIDOS. 2015 - Riveros-Insfran, Jose Agustin, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José, Toral-Marin, Sergio, Duran-Martinez, Mario Javier:
Five-Phase Induction Machine Parameter Identification using PSO and Standstill Techniques. Comunicación en congreso. 41st Annual Conference of the IEEE Industrial Electronics Society . Yokohama (JAPAN). 2015 - García-Campos, José Manuel , Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Performance Evaluation of Reactive Routing Protocols for VANETs in Urban Scenarios Following Good Simulation Practices. Comunicación en congreso. 9th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. Blumenau, Brazil. 2015 - García-Campos, José Manuel , Sanchez-Garcia, Jesus, Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Evaluation of Dissimilarity-based Probabilistic Broadcasting Algorithms in VANETs. Comunicación en congreso. 8th International Conference on Developments in eSystems Engineering. ABU DHABI, EMIRATOS ÁRABES UNIDOS. 2015 - Riveros-Insfran, Jose Agustin, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José, Toral-Marin, Sergio, Duran-Martinez, Mario Javier:
Five-Phase Induction Machine Parameter Identification using PSO and Standstill Techniques. Ponencia en Congreso. 41st Annual Conference of the IEEE Industrial Electronics Society . Yokohama (JAPAN). 2015 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, Güness, Mesut:
Dissimilarity Metrics for Probabilistic Broadcasting in Wireless Multi-hop Networks. Comunicación en congreso. 41st Annual Conference of the IEEE Industrial Electronics Society . Yokohama (JAPAN). 2015 - García-Campos, José Manuel , Toral-Marin, Sergio, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José:
A Self Organising Aerial Ad Hoc Network Mobility Model for Disaster Scenarios. Comunicación en congreso. 8th International Conference on Developments in eSystems Engineering. ABU DHABI, EMIRATOS ÁRABES UNIDOS. 2015 - Sanchez-Garcia, Jesus, García-Campos, José Manuel , Toral-Marin, Sergio, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José:
A Self-Organizing Aerial Ad Hoc Network Mobility Model for Disaster Scenarios. Comunicación en congreso. 8th International Conference on Developments in e-Systems Engineering. Dubai, UAE. 2015 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Asimakopoulou, Eleana, BESSIS-, NIK, Barrero-Garcia, Federico José:
A dissemination analysis in mobile Wireless Ad Hoc networks using probabilistic broadcast. Comunicación en congreso. 8th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. Birmingham, UK. 2014 - Martinez-Torres, Maria Del Rocio, Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José:
Metodologías de análisis de los big data en las plataformas educativas. Comunicación en congreso. XI Congreso de Tecnologías, Aprendizaje y Enseñanza de la Electrónica. Bilbao, España. 2014 - Martinez-Torres, Maria Del Rocio, Toral-Marin, Sergio, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José:
Análisis de la oferta educativa en el ámbito de los MOOCs. Comunicación en congreso. XI Congreso de Tecnologías, Aprendizaje y Enseñanza de la Electrónica. Bilbao, España. 2014 - Martinez-Torres, Maria Del Rocio, Gutierrez-Reina, Daniel, Toral-Marin, Sergio:
Methodologies for the Analysis of Big Data in Educational Platforms. Ponencia en Congreso. VII International Meeting in Dynamics of Socio-Economic System, Dyses 2014. Sevilla (España). 2014 - LEÓN-COCA, JOSE MARÍA, Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, BESSIS-, NIK:
Authentication Systems Using ID Cards over NFC Links: the Spanish Experience using DNIe. Comunicación en congreso. 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks. NIAGARA FALLS, ONTARIO, CANADA. 2013 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Leon-coca, Jose Maria, Barrero-Garcia, Federico José, BESSIS-, NIK, Asimakopoulou, Eleana:
An Evolutionary Computational Approach for Optimizing Broadcasting in Disaster Response Scenarios. Comunicación en congreso. Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. Taichung, Taiwan. 2013 - Riveros-Insfran, Jose Agustin, Barrero-Garcia, Federico José, Prieto-Corvalan, Joel Diego Marcelino, Bogado-Martínez, Blás Juan Andrés, Toral-Marin, Sergio, Gutierrez-Reina, Daniel, Duran-Martinez, Mario Javier:
Experiencia Práctica de tipo Interdisciplinar para Manejo de Dispositivos de Potencia, Instrumentación Electrónica, Sistemas Microprocesadores e Ident. Comunicación en congreso. X Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica. . Vigo, España. 2012 - Gutierrez-Reina, Daniel, Johnson, Princy, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
Optimization of network lifetime through energy-efficient broadcast scheme using dynamic random walk. Comunicación en congreso. 15th International Conference on Power Electronics and Motion Control Conference. Novi Sad, Serbia. 2012 - Gutierrez-Reina, Daniel, Johnson, Princy, Randles, M, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
Dynamic Communication Architecture for Intelligent Rail Network Governance. Comunicación en congreso. 15th International Power Electronics and Motion Control Conference and Exposition. Novi Sad, Republic of Serbia,. 2012 - Martinez-Torres, Maria Del Rocio, Toral-Marin, Sergio, Gutierrez-Reina, Daniel, Barrero-Garcia, Federico José:
Análisis de las competencias y perfiles profesionales de los programas de máster en el ámbito de las TIC. Comunicación en congreso. X Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica. Vigo, España. 2012 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Barrero-Garcia, Federico José, BESSIS-, NIK, Asimakopoulou, Eleana:
Evaluation of ad hoc networks in disaster scenarios. Ponencia en Congreso. Third International Conference on Intelligent Networking and Collaborative Systems (INCoS 2011). Fukuoka, Japón. 2011 - Gutierrez-Reina, Daniel, Toral-Marin, Sergio, Johnson, Princy, Barrero-Garcia, Federico José:
An Improvement of Route Duration in WSAN Based on Nodes¿ Mobility and RSS. Ponencia en Congreso. 37th Annual Conference of the IEEE Industrial Electronics Society. MELBOURNE, AUSTRALIA. 2011 - Gutierrez-Reina, Daniel, Hinojo-Montero, Jose Maria, Cortés-Martínez, Francisco Javier, Toral-Marin, Sergio, Barrero-Garcia, Federico José, Marsal-, Luis Esteban:
A METHODOLOGY FOR IMPROVING INQUIRY TIME IN BLUETOOTH DEVICES. Ponencia en Congreso. IADIS INTERNATIONAL CONFERENCE ON WIRELESS APPLICATIONS AND COMPUTING (WAC-2010) (4) (4.2010.FRIBURGO (ALEMANIA)). FRIBURGO (ALEMANIA). 2010 - Toral-Marin, Sergio, Barrero-Garcia, Federico José, Cortés-Martínez, Francisco Javier, Hinojo-Montero, Jose Maria, Gutierrez-Reina, Daniel:
A NEW SYSTEMIC METHODOLOGY FOR LAB LEARNING BASED ON A COOPERATIVE LEARNING PROJECT. Comunicación en congreso. (IEEE Engineering Education 2010). MADRID - ÁVILA. 2010 - Hinojo-Montero, Jose Maria, Gutierrez-Reina, Daniel, Marsal-, Luis Esteban, Soto-Ramos, Mateo, Cortés-Martínez, Francisco Javier, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
SISTEMA DE ORIENTACIÓN BASADO EN BRÚJULA ELECTRÓNICA PARA LA REALIZACIÓN DE PRÁCTICAS. Comunicación en congreso. IX CONGRESO DE TECNOLOGÍAS APLICADAS A LA ENSEÑANZA DE LA ELECTRÓNICA TAEE 2010 (9) (9.2010.MADRID (ESPAÑA)). MADRID (ESPAÑA). 2010 - Marsal-, Luis Esteban, Gutierrez-Reina, Daniel, Soto-Ramos, Mateo, Hinojo-Montero, Jose Maria, Cortés-Martínez, Francisco Javier, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
DESARROLLO DE EXPERIENCIAS PRÁCTICAS BASADAS EN EL ESTÁNDAR DE COMUNICACIONES INALÁMBRICAS BLUETOOTH. Comunicación en congreso. IX CONGRESO DE TECNOLOGÍAS APLICADAS A LA ENSEÑANZA DE LA ELECTRÓNICA TAEE 2010 (9) (9.2010.MADRID (ESPAÑA)). MADRID (ESPAÑA). 2010 - Toral-Marin, Sergio, Barrero-Garcia, Federico José, Cortés-Martínez, Francisco Javier, Gutierrez-Reina, Daniel, Marsal-, Luis Esteban, Hinojo-Montero, Jose Maria, Soto-Ramos, Mateo:
A WIRELESS IN-DOOR SYSTEM FOR ASSISTING VICTIMS AND RESCUE EQUIPMENTS IN A DISASTER MANAGEMENT. Comunicación en congreso. SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS 2010) (2) (2.2010.THESSALONIKI, GREECE). THESSALONIKI, GREECE. 2010 - Hinojo-Montero, Jose Maria, Gutierrez-Reina, Daniel, Marsal-, Luis Esteban, Soto-Ramos, Mateo, Cortés-Martínez, Francisco Javier, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
PLATAFORMA PARA EL APRENDIZAJE DE TECNOLOGÍAS INALÁMBRICAS Y REDES DE SENSORES BASADA EN EL SISTEMA OPEN HARDWARE DENOMINADO OPENMOKO. Comunicación en congreso. IX CONGRESO DE TECNOLOGÍAS APLICADAS A LA ENSEÑANZA DE LA ELECTRÓNICA TAEE 2010 (9) (9.2010.MADRID (ESPAÑA)). MADRID (ESPAÑA). 2010 - Gutierrez-Reina, Daniel, Marsal-, Luis Esteban, Soto-Ramos, Mateo, Hinojo-Montero, Jose Maria, Cortés-Martínez, Francisco Javier, Barrero-Garcia, Federico José, Toral-Marin, Sergio:
PLATAFORMA BASADA EN MICROPROCESADOR PARA EL APRENDIZAJE DE TECNOLOGÍAS INALÁMBRICAS RFID, NFC Y BLUETOOTH. Comunicación en congreso. IX CONGRESO DE TECNOLOGÍAS APLICADAS A LA ENSEÑANZA DE LA ELECTRÓNICA TAEE 2010 (9) (9.2010.MADRID (ESPAÑA)). MADRID (ESPAÑA). 2010
Patentes: - Barrero-Garcia, Federico José, Toral-Marin, Sergio, LEÓN-COCA, JOSE MARÍA, Gutierrez-Reina, Daniel:
Procedimiento seguro de identificación con el DNI electrónico a través de enlaces NFC. Patente de invención, Propiedad industrial. Solicitud: 02/03/2016
Tesis dirigidas y co-dirigidas: - Peralta, Federico :
Intelligent Online Water Quality Monitoring through multiple Autonomous Surface Vehicles using the Bayesian Optimization Framework. Tesis Doctoral. 2022 - Sanchez-Garcia, Jesus:
Mission-based Mobility Models for UAV Networks. Tesis Doctoral. 2019 - Arzamendía, Mario :
Reactive evolutionary path planning for autonomous surface vehicles in lake environments. Tesis Doctoral. 2019 - García-Campos, José Manuel :
A Simulation Methodology for Evaluating Ad Hoc Communication Protocols. Tesis Doctoral. 2017
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