Daniel Gutiérrez Reina
Telefono: 954481304
Email: Solicitar correo
Perfil en ORCID: 0000-0002-2481-5058

Grupo de Investigación: ACE-Ti
Departamento/Unidad: Ingeniería Electrónica
Situación profesional: Profesor Titular de Universidad

Responsable de los siguientes proyectos/ayudas en la US:

• Proyecto de investigación:
  • Monitorization of Environmental Dangers with Unmanned Surface Agents: (MEDUSA) (PCM_00019)
  • BerrySostenible - Grupo Operativo (Funcionamiento) (GOPG-HU-23-0005)
  • Gestión del Aprendizaje y Planificación de Flotas de Vehículos Acuáticos No Tripulados para la Monitorización de Masas de Agua Superficiales (PID2021-126921OB-C21)
  • Sistema de Detección de Residuos en Entornos Portuarios mediante Flota Vehículos Autónomos de Superficie (TED2021-131326B-C21)
  • Desarrollo de nuevas tecnologías WiFi inteligentes en entornos móviles y con alta densidad de usuarios (P18-TP-1520)
  • Despliegue Inteligente de una red de Vehículos Acuáticos no Tripulados para la monitorización de Recursos Hídricos (US-1257508)
  
  
• Contrato con empresas (Arts. 68/83 LOU):
  • Prototipo Preindustrial de un Rov con Sistema de Sensorización y Comunicación Mixta LIFI-5G (5128/1103)
  • Análisis de Patrones Motivacionales y Comportamentales en Educación Física basado en Inteligencia Artificial (4880/1103)
  • Elaboración de un modelo predictivo de producción agrícola basado en técnicas de inteligencia artificial (4682/1103)
  • Desarrollo de etiquetas WiFi para localización en espacios interiores: WiFiTags (4173/1103)
  • Desarrollo de aplicaciones inteligentes RFID: SmartRFID (4251/1103)
  
  
• Ayuda a la investigación:
  • Incentivo al Grupo de Investigación TIC-201 (2021/TIC-201)
  • Ayuda para estancia Aplicación de algoritmos de inteligencia artificial para el despliegue de FANETs en escenarios de desastres (PP2016-5826)
  • Diseño y análisis de modelos de movilidad para redes vehiculares VANETs (PP2015-4165)
  • Implementación de protocolos de broadcast probabilísticos para redes ad hoc (PP2014-2417)
  • Ayuda para asistencia a 6th International Conference Developments in eSystems Engineering (PP2013-1925)
  • Análisis de protocolos de broadcast probabilísticos para redes ad hoc (PP2013-600)
  
  

Participa en los siguientes proyectos/ayudas en la US:

• Proyecto de investigación:
  • WIFICENCY - Desarrollo de tecnología para redes WiFi cooperativas, multiplataforma, eficiente y adaptadas al contexto (RTC-2017-6255-7 - Investigador)
  • Sistemas de Propulsión Multifásica en Vehículos Eléctricos (DPI2013-44278-R - Equipo Trabajo (Solicitud))
  • Proyecto Fénix: I+D de pulsera de localización permanente y plataforma TIC para proteger a las mujeres maltratadas (TSI-020302-2008-21 - Contratado)
  • Diseño de Servicios de Valor Añadido en Redes Urbanas y de Transporte Basados en Sistemas Embebidos y Middleware Distribuido desde la Perspectiva de los Modelos de Aceptación Tecnológica (Urbalan) (P07-TIC-02621 - Investigador)
  
  
• Contrato con empresas (Arts. 68/83 LOU):
  • RCP Dispositivo de Gestión de Estaciones (5176/2069 - Investigador)
  • Validation and robustness improvement of communication circuitry in industrial heliostat parks (4767/2004 - Equipo Trabajo (Solicitud))
  • eFleet - Inteligencia y eficiencia energética en la gestión integral de flotas de vehículos eléctricos. (PI-1157/2013 - Investigador)
  • FLOTAS SOSTENIBLES: Sistema integrado para la gestión eficiente y sostenible de flotas de transporte por carreteras. (1465/0561 - Investigador)
  • Dispositivo de Comunicación entre Tecnologías Móviles (0506/0138 - PAS)
  
  
• Ayuda a la investigación:
  • Caracterización del fenómeno de la "Cola Larga" en los portales de boca a boca electrónico (AIFH2017/005 - Investigador)
  • Incentivo al Grupo de Investigación TIC-201 (2011/TIC-201 - Investigador)
  • Incentivo al Grupo de Investigación TIC-201 (2010/TIC-201 - Investigador)
  • Ayuda a la Consolidación del Grupo de Investigación TIC-201 (2009/TIC-201 - Investigador)
  
  

Cobertura de la base de datos de proyectos, véase aqui

Publicaciones:

Libros

Gutierrez Reina, Daniel, Tapia, Alejandro, Rodríguez, Álvaro:
Algoritmos Genéticos en Python: un enfoque práctico para resolver problemas de ingeniería. Ed. 1. 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. 171. 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. Ed. 1. Springer Nature. 2017

Capítulos en Libros

Gómez Vázquez, David, Tapia, Alejandro, Gutierrez Reina, Daniel, Franco, Evelia:
Comparison of ensemble machine learning algorithms for padel shot classification and skill level. Pag. 1-28. En: Innovative Applications of Artificial Neural networks to Data Analytics and Signal processing. Springer. 2024

Yanes, Samuel, Basilico, Nicola, Antonazzi, Michele, Gutierrez Reina, Daniel, Toral Marin, Sergio:
Deep Variational Auto-Encoder for Model-Based Water Quality Patrolling with Intelligent Surface Vehicles. Pag. 19-28. En: Lecture Notes in Computer Science. Springer. 2024

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

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

Martinez, Cristina, Yanes, Samuel, Díaz Cabrera, Juan Manuel, Gutierrez Reina, Daniel, Galvin, Adela, et. al.:
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

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

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

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

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

Gutierrez Reina, Daniel, Toral Marin, Sergio:
A Path Planning Approach of an Autonomous Surface Vehicle for Water Quality Monitoring using Evolutionary Computation. En: Technology and Smart Futures. 2016

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. En: Smart Technologies for Emergency Response and Disaster Management. Igi Global. 2016

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. Vol. 549. 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. Vol. 460. 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

Jara, Micaela Carolina, Peralta, Federico, Johnson, Princy, Jurado Flores, Isabel, Gutierrez Reina, Daniel:
AquaFeL-PSO: An informative path planning for water resources monitoring using autonomous surface vehicles based on multi-modal PSO and federated learning. En: Ocean Engineering. 2024. Vol. 311. Pag. 1-21. https://doi.org/10.1016/j.oceaneng.2024.118787

Seck Diop, Dame, Yanes, Samuel, Perales Esteve, Manuel Angel, Toral Marin, Sergio, Gutierrez Reina, Daniel:
Decoupling Patrolling Tasks for Water Quality Monitoring: A Multi-Agent Deep Reinforcement Learning Approach. En: IEEE Access. 2024. Vol. 12. 10.1109/Access.2024.3403790

Mendoza, Alejandro, Yanes, Samuel, Gutierrez Reina, Daniel, Toral Marin, Sergio:
Informative Deep Reinforcement Path Planning for Heterogeneous Autonomous Surface Vehicles in large water resources. En: IEEE Access. 2024. Vol. 12. 10.1109/Access.2024.3402980

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 PSO. En: IEEE Access. 2023. Vol. 11. Pag. 110943-110966. 10.1109/Access.2023.3322930

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. https://doi.org/10.3390/electronics11152292

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. Pag. 1-17. https://doi.org/10.1016/j.asoc.2022.109874

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. Pag. 1-12. https://doi.org/10.1016/j.mechatronics.2023.102953

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. https://doi.org/10.1007/s00500-023-07874-x

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. . https://doi.org/10.3390/app12168133

Sharma, Vishal, Gutierrez Reina, Daniel, Zengpeng , Li, Srinivasan, Kathiravan, Sharma, Navuday, et. al.:
Editorial: Distributed Secure Computing for Smart Mobile IoT Networks. En: Mobile Information Systems. 2022. https://doi.org/10.1155/2022/9864846

Yanes, Samuel, Peralta, Federico, Tapia, Alejandro, Rodríguez, Álvaro, Toral Marin, Sergio, et. al.:
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources. En: Engineering Applications Of Artificial Intelligence. 2022. Vol. 112. https://doi.org/10.1016/j.engappai.2022.104852

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

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 Applications. En: Electronics. 2021. Vol. 10. Núm. 13. https://doi.org/10.3390/electronics10131605

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

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

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 Study. En: 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 Quality Sensors. En: Sensors. 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. En: Electronics. 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. En: 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. En: IEEE Access. 2021. 10.1109/Access.2021.3050934

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. 10.1109/Access.2020.3036938

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. 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

K, Suresh, S, Duraimurugan, Durai Raj , Vincent, Srinivasan, Kathiravan, Nalin K. Jayakody, Dushantha, et. al.:
An Efficient Hybrid Fuzzy-Clustering Driven 3D-Modeling of Magnetic Resonance Imagery for Enhanced Brain Tumor Diagnosis. En: Electronics. 2020. Vol. 2020. Núm. 1

Chakriswaran, Priya, Raj Vincent , Durai, Srinivasan , Kathiravan, Sharma, Vishal, Chang , Chuan Yu, et. al.:
Emotion AI-Driven Sentiment Analysis: A Survey, Future Research Directions, and Open Issues. En: Applied Sciences. 2019. Vol. 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. En: Electronics. 2019

Mahendran, Nivedhitha, Raj Vincent, Durai, Kathiravan, Srinivasan, Chang, Chuan Yu, Garg, Akhil, et. al.:
Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder. En: Sensors. 2019. https://doi.org/10.3390/s19224822

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

Sharma, Vishal, You, Ilson, Jayakody, Dushantha Nalin K., Gutierrez Reina, Daniel, Raymond, Choo:
Articulo en prensa: Neural-blockchain based ultra-reliable caching for edge-enabled UAV networks. En: IEEE Transactions on Industrial Informatics. 2019

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

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

Gutierrez Reina, Daniel, Barrero Garcia, Federico José, Riveros Insfran, Jose Agustin, González Prieto, Ignacio, Toral Marin, Sergio, et. al.:
Interest and applicability of meta-heuristic algorithms in the Electrical Parameter Identification of Multiphase Machines. En: Energies. 2019. Vol. 12. Núm. 2. 10.3390/en12020314

Espartza, Iratxe, Arzamendia, Mario, Gutierrez Reina, Daniel, Toral Marin, Sergio, Gregor Recalde, Derlis:
Articulo en prensa: 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. DOI https://doi.org/10.1007/s12652-018-0920-2

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

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. Pag. 129-148. https://doi.org/10.1016/j.future.2018.07.048

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. Pag. 61-78. https://doi.org/10.1016/j.future.2018.05.024

Sanchez Garcia, Jesus, García Campos, José Manuel, Arzamendia, Mario, Gutierrez Reina, Daniel, Toral Marin, Sergio, et. al.:
Articulo en prensa: A Survey on Unmanned Aerial and Aquatic Vehicle Multi-hop Networks: Wireless Communications, Evaluation Tools and Applications. En: Computer Communications. 2018. 10.1016/j.comcom.2018.02.002

Gutierrez Reina, Daniel, Tawfit, Hissam, Toral Marin, Sergio:
Articulo en prensa: Multi-subpopulation Evolutionary Algorithms for Coverage Deployment of UAV-networks. En: Ad Hoc Networks. 2017. https://doi.org/10.1016/j.adhoc.2017.09.005

Sharma, Vishal, Gutierrez Reina, Daniel, Kumar, Rajesh:
Articulo en prensa: HMADSO: A Novel Hill Myna and Desert Sparrow Optimization Algorithm for Cooperative Rendezvous and Task Allocation in FANETs. En: Soft Computing. 2017

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. Pag. 50-60. 10.1016/j.future.2016.04.024

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. Pag. 50-60. 10.1016/j.future.2016.04.024

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. Pag. 139-165. 10.1016/j.simpat.2016.04.002

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. 10.1016/j.adhoc.2016.04.002

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

Toral Marin, Sergio, Dobre, Ciprian, Dorronsoro, Bernabé, Günes, Mesut, Gutierrez Reina, Daniel:
Editorial: Computational Intelligence in Wireless Sensor and Ad Hoc Networks. En: International Journal of Distributed Sensor Networks. 2016. Vol. 2016. Pag. 1-2

Sanchez Garcia, Jesus, García Campos, José Manuel, Toral Marin, Sergio, Gutierrez Reina, Daniel, Barrero Garcia, Federico José:
An Intelligent Strategy for Tactical Movements of UAVs in Disaster Scenarios. 2016. Vol. Vol. 2016. Pag. 1-20. 10.1155/2016/8132812

Gutierrez Reina, Daniel, Ruiz, Patricia, Ciobanu, Radu, Toral Marin, Sergio, Dorronsoro, Bernabé, et. al.:
Articulo en prensa: 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

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. Pag. 16-29. 10.1016/j.pmcj.2015.06.014

Gutierrez Reina, Daniel, Askalani, M., Toral Marin, Sergio, Barrero Garcia, Federico José, Asimakopoulou, Eleana, et. al.:
A survey on multi-hop ad hoc networks for disaster response scenarios. En: International Journal of Distributed Sensor Networks. 2015. Vol. 2015

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. 10.1016/j.adhoc.2014.10.001

Gutierrez Reina, Daniel, León Coca, Jose María, Toral Marin, Sergio, Asimakopoulou, Eleana, Barrero Garcia, Federico José, et. al.:
Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster response scenarios. En: Soft Computing. 2014. 10.1007/s00500-013-1207-3

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

Ciobanu, Radu, Gutierrez Reina, Daniel, Dobre, Ciprian, Toral Marin, Sergio, Johnson, Princy:
Articulo en prensa: JDER: A history-based forwarding scheme for Delay Tolerant Networks using Jaccard Distance and Encountered Ration. 2013. j.jnca.2013.09.012

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. 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, 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. Pag. 571-579. 10.1007/s12652-012-0113-3

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. 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

Otra participación en Publicaciones en Revistas

Martinez, Cristina (Autor/a), Yanes, Samuel (Coautor/a), Díaz Cabrera, Juan Manuel (Corrector/a), Gutierrez Reina, Daniel (Corrector/a), Linares Burgos, Rafael (Coautor/a), et. al.:
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

Aportaciones a Congresos

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

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:
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

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

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

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

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

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 Mission. Comunicación en congreso. IEEE Congress on Evolutionary Computation. Ciclo itinerante (Varsovia, Cracovia, Sao Paulo, Río de Janeiro, Recife, El Cairo, Manchester, Leeds..). 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

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

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

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

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

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, 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

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

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

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

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

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

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, et. al.:
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

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

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

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

Riveros Insfran, Jose Agustin, Barrero Garcia, Federico José, Prieto Corvalan, Joel Diego Marcelino, Bogado Martínez, Blás Juan Andrés, Toral Marin, Sergio, et. al.:
Experiencia Práctica de tipo Interdisciplinar para Manejo de Dispositivos de Potencia, Instrumentación Electrónica, Sistemas Microprocesadores e Identificación Paramétrica en Sistemas Dinámicos. 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

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, et. al.:
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. Madrid (España). 2010. Actas del IX Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica Taee 2010. 1. 7

Hinojo Montero, Jose Maria, Gutierrez Reina, Daniel, Marsal, Luis Esteban, Soto Ramos, Mateo, Cortés Martínez, Francisco Javier, et. al.:
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. Madrid (España). 2010. Actas del IX Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica Taee 2010. 1. 6

Gutierrez Reina, Daniel, Marsal, Luis Esteban, Soto Ramos, Mateo, Hinojo Montero, Jose Maria, Cortés Martínez, Francisco Javier, et. al.:
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. Madrid (España). 2010. Actas del IX Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica Taee 2010. 1. 6

Marsal, Luis Esteban, Gutierrez Reina, Daniel, Soto Ramos, Mateo, Hinojo Montero, Jose Maria, Cortés Martínez, Francisco Javier, et. al.:
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. Madrid (España). 2010. Actas del IX Congreso de Tecnologías Aplicadas a la Enseñanza de la Electrónica Taee 2010. 1. 6

Gutierrez Reina, Daniel, Hinojo Montero, Jose Maria, Cortés Martínez, Francisco Javier, Toral Marin, Sergio, Barrero Garcia, Federico José, et. al.:
A Methodology for Improving Inquiry Time in Bluetooth Devices. Ponencia en Congreso. Iadis International Conference on Wireless Applications and Computing. Friburgo (Alemania). 2010. Proceedings del Iadis International Conference on Wireless Applications and Computing (Wac-2010). 181. 185

Toral Marin, Sergio, Barrero Garcia, Federico José, Cortés Martínez, Francisco Javier, Gutierrez Reina, Daniel, Marsal, Luis Esteban, et. al.:
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. Thessaloniki, Greece. 2010. Prooccedings of the Second International Conference on Intelligent Networking and Collaborative Systems (Incos 2010). 502. 506

Gutierrez Reina, Daniel:
The 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks. Comunicación en congreso

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: 2016-03-02

Tesis dirigidas y co-dirigidas:

Yanes, Samuel:
Deep Reinforcement Learning for Adaptive Monitorization and Patrolling of Water Resources with Unmanned Surface Vehicles. Tesis Doctoral. 2024

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