"A Sustainable and Trusted Solution for IoT-based Federated Learning using Feedback Behavior", Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate. Elsevier Internet of Things, Volume 26. July 2024.
"A scalable server-side solution for the real-time handling of road safety notifications", Miguel Pérez, Pablo Boronat, Carlos T. Calafate, Juan Carlos Cano, Pietro Manzoni. IEEE Access, vol 12, pp 40153-40167. March 2024.
"Large Language Model-Informed X-ray Photoelectron Spectroscopy Data Analysis", J. De Curtò, I. De Zarzà, Gemma Roig, Carlos T. Calafate. MDPI Signals, Vol. 5(2), pp 181-201. March 2024.
"Fuel savings on missed approach through aircraft reinjection", Maria Carmona, Rafael Casado, Aurelio Bermudez, Miguel Pérez, Pablo Boronat, Carlos T. Calafate. Aircraft Engineering and Aerospace Technology, Vol. 96(2), pp 248-256. March 2024.
"AlLoRa: Empowering environmental intelligence through an advanced LoRa-based IoT solution", Benjamín Arratia, Erika Rosas, Carlos T. Calafate, Juan Carlos Cano, José M. Cecilia, Pietro Manzoni. Journal Computer Communications, Vol. 218, pp. 44-58. March 2024.
"D-FFP: a directional force field protocol for the efficient management of aerial conflicts between UAVs", Julián Arenillas, Jamie Wubben, Enrique Hernández-Orallo, Carlos T. Calafate. Journal of Computational Science, Volume 76, March 2024.
"SMART: a Secure Remote Sensing Solution for Smart Cities' Urban Areas", Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Muhammad Bilal, and Houbing Son. IEEE Sensors Journal, vol. 24(7), pp 11553-11561. February 2024.
"Assessing the limits of centralized Unmanned Aerial Vehicle conflict management in U-Space", Pablo Boronat, Miguel Pérez, Jamie Wubben, Carlos T. Calafate, Juan Carlos Cano, Rafael Casado. IET Intelligent Transport Systems, Vol. 17(12), pp. 2493-2504. December 2023.
"Optimized Financial Planning: Integrating Individual and Cooperative Budgeting Models with LLM Recommendations", I. De Zarzà, J. De Curtò, Gemma Roig, Carlos T. Calafate. MDPI AI, Vol. 5(1), pp. 91-114. December 2023.
"Adaptive Truck Platooning with Drones: A Decentralized Approach for Highway Monitoring", I. De Zarzà, J. De Curtò, Juan Carlos Cano, Pietro Manzoni, Carlos T. Calafate. MDPI Electronics, Special Issue on "Intelligent Technologies for Vehicular Networks", Vol. 12(24), article 4913. December 2023.
"LLM Multimodal Traffic Accident Forecasting ", I. De Zarzà, J. De Curtò, Gemma Roig, Carlos T. Calafate. MDPI Sensors, Special Issue on "Application of Machine Learning for Sensors Network Resource Management", vol. 23(22), article 922. November 2023.
"Drone-based Decentralized Truck Platooning with UWB Sensing and Control", I. De Zarzà, J. De Curtò, Juan Carlos Cano, Carlos T. Calafate. MDPI Mathematics, Special Issue on "Modeling and Simulation in Engineering, 3rd Edition", Vol. 2023, 11(22), article 4627. November 2023.
"An Overview of Game Theory Approaches for Mobile Ad-hoc Networks’ Security", Hadjer Messabih, Chaker A. Kerrache, Youssra Cheriguene, Carlos T. Calafate, Fatima Zohra Bousbaa. IEEE Access, vol. 11, pp 107581-107604.
"UWB and MB-OFDM for Lunar Rover Navigation and Communication", J. De Curtò, I. De Zarzà, Carlos T. Calafate. MDPI Mathematics, Special Issue on "Modeling and Simulation in Engineering, 3rd Edition", Vol. 11(18), article 3835. September 2023.
"Cascading and Ensemble Techniques in Deep Learning", I. De Zarzà, J. De Curtò, Enrique Hernández-Orallo, Carlos T. Calafate. MDPI Electronics, Special Issue on "Artificial Intelligence Technologies and Applications", Vol. 12(15), article 3354. August 2023.
"MoBiSea: a Binary Search Algorithm for Product Clustering in Industry 4.0", Angel C. Herrero, Julio A. Sanguesa, Piedad Garrido, Francisco J. Martinez, Carlos T. Calafate. MDPI Electronics, Vol. 12(15), article 3262. July 2023.
"LLM-Informed Multi-Armed Bandit Strategies for Non-stationary Environments", J. De Curtò, I. De Zarzà, Gemma Roig, Juan Carlos Cano, Pietro Manzoni, Carlos T. Calafate. MDPI Electronics, Special Issue on "Zero-Shot Learning in Natural Language Processing and Its Applications", Vol. 12(13), article 2814. June 2023.
"LLM Adaptive PID Control for B5G Truck Platooning Systems", I. De Zarzà, J. De Curtò, Gemma Roig, Carlos T. Calafate. MDPI Electronics, Special Issue on "Advanced Vehicle to Everything (V2X) Communication and Application in Vehicle-Environment Cooperative Control", Vol. 23(13), article 5899. June 2023.
"Emergent Cooperation and Strategy Adaptation in Multi-Agent Systems: An Extended Coevolutionary Theory with LLMs", I. De Zarzà, J. De Curtò, Gemma Roig, Pietro Manzoni, Carlos T. Calafate. MDPI Electronics, Special Issue on "Advances in Theories and Applications of Multi-Agent Systems", Vol. 12(12), article 2722. June 2023
"Optimizing Neural Networks for Imbalanced Data", J. de Curto, I. de Zarza, Carlos T. Calafate. MDPI Electronics, Special Issue on "Machine Learning in Recommender Systems and Prediction Model", Vol. 12(12), article 2674. June 2023.
"Signature and Log-signature for the Study of Empirical Distributions Generated with GANs", J. de Curto, I. de Zarza, Gemma Roig, Carlos T. Calafate. MDPI Electronics, Special Issue on "Convolutional Neural Networks for Visual Detection, Recognition and Segmentation in Images and Videos", Vol. 12(10), article 2192. May 2023.
"Assignment And Take-off Approaches For Large-scale Autonomous UAV Swarms", Jamie Wubben, Daniel Hernández, José M. Cecília, Baldomero Imberón, Carlos T. Calafate, Juan Carlos Cano, Pietro Manzoni, C.K. Toh. IEEE Transactions on Intelligent Transportation Systems, Volume 24, Issue 5, pp. 4836-4847. May 2023.
"NDN-BDA: A Blockchain-based Decentralized Data Authentication", Ahmed Benmoussa, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Nasreddine Lagraa. MDPI Future Internet, Special Issue on "Recent Advances in Information-Centric Networks (ICNs)", Vol. 15(5), article 167. April 2023.
"Stackelberg game approach for Service Selection in UAV Networks", Abdesselam Hadjkouider, Chaker Abdelaziz Kerrache, Ahmed Korichi, Yesin Sahraoui, Carlos T. Calafate. MDPI Sensors, Special Issue on "Application of Autonomous Unmanned Aircraft Systems (UAS) in Intelligent Sensing", Vol. 23(9), article 4220. April 2023.
"Realistic traffic model for urban environments based on induction loop data", Jose D. Padron, Enrique Hernández-Orallo, Carlos T. Calafate, David Soler, Juan-Carlos Cano, Pietro Manzoni. Elsevier Simulation Modelling Practice and Theory, Volume 125, article ID 102742, May 2023.
"Summarization of Videos with the Signature Transform", J. de Curto, I. de Zarza, Gemma Roig, Carlos T. Calafate. MDPI Electronics, Special Issue on Advanced Technologies for Image/Video Quality Assessment, Vol. 12(7), article 1735. April 2023.
"FFP: A Force Field Protocol for the Tactical Management of UAV Conflicts", Jamie Wubben, Carlos T. Calafate, Juan Carlos Cano, Pietro Manzoni. Elsevier Ad Hoc Networks, Volume 140, 1 March 2023, 103078.
"Semantic Scene Understanding with Large Language Models on Unmanned Aerial Vehicles", J. de Curto, I. de Zarza, Carlos T. Calafate. MDPI Drones, Vol. 7, no. 2, article 114. February 2023
"Analysis of congestion control mechanisms for cooperative awareness in IoV environments", Lakhdar Kamel Ouladdjedid, Carlos T. Calafate, Chaker Abdelaziz Kerrache, Younes Guellouma. MDPI Electronics, Special Issue on "5G Mobile Telecommunication Systems and Recent Advances", Vol. 12, no. 3, article id 512. January 2023.
"Analysis and Evaluation of Tracker Tags Efficiency", Enrique Hernández Orallo, Antonio Armero Martínez, Carlos T. Calafate, Pietro Manzoni. Wireless Communications and Mobile Computing, Volume 2023, Article ID 2880229, January 2023.
"Pollution and noise reduction through missed approach maneuvers based on aircraft reinjection", Rafael Casado, Aurelio Bermúdez, Enrique Hernández-Orallo, Pablo Boronat, Miguel Pérez-Francisco, Carlos T. Calafate, Elsevier Transportation Research Part D, Volume 114, January 2023, 103574.
"Detection of glaucoma using three-stage training with EfficientNet", I. de Zarza, J. de Curto, Carlos T. Calafate. Elsevier Intelligent Systems with Applications, Volume 16, November 2022, article ID 200140.
"An Ambient Intelligence Approach to Provide Secure and Trusted Pub/Sub Messaging Systems in IoT Environments", Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate. Elsevier Computer Networks, Volume 218, article ID 109401. December 2022.
INTERNATIONAL CONFERENCE PAPERS
2025"Convolutional Neural Networks for autonomous UAV Navigation in GPS-denied Environments", Ricardo Serras Santos, João Pedro Matos-Carvalho, Slavisa Tomic, Marko Beko and Carlos T. Calafate. 5th Advanced Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS 2024). Caparica, Portugal. July 3-5 2024,
"LLM Multi-agent Decision Optimization", J. de Curtò, I. de Zarzà and Carlos T. Calafate. KES Agent & Multi-agent Systems: Technologies & Applications. Santa Cruz, Madeira, Portugal. June 19-21, 2024.
"FedRx: Federated Distillation-based Solution for Preventing Hospitals Overcrowding during Seasonal Diseases using MEC", Sahraoui Yesin, Chaker A. Kerrache, Carlos T. Calafate, Pietro Manzoni. IEEE Consumer Communications and Networking Conference (CCNC), Las Vegas, USA. January 6-9, 2024.
"Implementing a Blockchain Based System for Healthcare Applications using Digital Twin", Bouchra Zinab Benattia, Nour El Houda Maicha, Chaker Abdelaziz Kerrache , Geetanjali Rathee and Carlos T. Calafate. International Conference on Intelligent Systems and Embedded Design (ISED-2023), Dehradun, Uttarakhand, India. December 15-17, 2023.
"Development of a 3D visualization interface for virtualized UAVs", Chloé Rivière, Jamie Wubben, Carlos T. Calafate, Tahiry Razafindralambo. 15th EAI International Conference on Simulation Tools and Techniques (SIMUtools 2023), Seville, Spain. December 14-15, 2023.
"Adaptive sharing of IoT resources through SDN-based microsegmentation of services using Mininet", Angely Martínez, José D. Padrón, Jorge Luis Zambrano-Martinez, Carlos T. Calafate. 15th EAI International Conference on Simulation Tools and Techniques (SIMUtools 2023), Seville, Spain. December 14-15, 2023.
"Improving LoRaWAN Connectivity in Smart Agriculture Contexts using Aerial IoT", Julio Sanguesa, Vicente Torres, Feliz Serna, Francisco Martínez, Piedad Garrido, Carlos T. Calafate. 1st International Workshop on Unconventional IoT applications (Un-IoT 2023), part of Globecom 2023, Kuala Lumpur, Malaysia. December 4-8, 2023.
"Toward an Efficient in-Network Caching Using Federated Learning", Malak Safa Djekidel, Habib Manel, Chaker Abdelaziz Kerrache, Carlos T. Calafate. 5th International Conference on Pattern Analysis and Intelligent Systems (PAIS 2023), Ferhat Abbas Sétif-1 University, Algeria. October 25-26, 2023.
"Analysis of the influence of terrain on LoRaWAN-based IoT deployments", Vicente Torres, Julio Sanguesa, Felix Serna, Francisco Martínez, Piedad Garrido, Carlos T. Calafate. 26th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2023), Montreal, Canada. October 30-Nov. 3, 2023.
"UAV wireless communications performance in urban environments", Henok Gashaw, Jamie Wubben, Carlos T. Calafate and Fabrizio Granelli. 20th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks (PEWASUN 2023), Montreal, Canada. October 30-Nov. 3, 2023.
"Determining the Accuracy of Reinforced Model via Sentiment and Technical Analysis as a Stock Market Prediction Technique", Shubham Agrawal, Nitin Kumar, Geetanjali Rathee, Carlos T. Calafate, Chaker Abdelaziz Kerrache. 2023 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM 2023), Cosenza, Italy. September 13-15, 2023.
"Socratic Video Understanding on Unmanned Aerial Vehicles", I. de Zarzà, J. de Curtò and Carlos T. Calafate. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2023), Athens, Greece. September 6-8, 2023.
"Area Estimation of Forest Fires using TabNet with Transformers", I. de Zarzà, J. de Curtò and Carlos T. Calafate. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2023), Athens, Greece. September 6-8, 2023.
"UMAP for Geospatial Data Visualization", I. de Zarzà, J. de Curtò and Carlos T. Calafate. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2023), Athens, Greece. September 6-8, 2023.
"aDBF: an autonomous electromagnetic noise filtering mechanism for industrial environments", Francisco J. Martinez, Angel C. Herrero, Julio A. Sanguesa, Piedad Garrido Picazo, Carlos T. Calafate. 32nd International Conference on Computer Communications and Networks (ICCCN 2023), Waikiki Beach, Honolulu, HI, USA. July 24-26, 2023.
"Decentralized Platooning Optimization for Trucks: A MILP and ADMM-based Convex Approach to Minimize Latency and Energy Consumption", I. de Zarzà, J. de Curtò and Carlos T. Calafate. 6th International Workshop on Vehicular Networking and Intelligent Transportation Systems (VENITS 2023), Hong Kong, China. July 18, 2023.
"Decentralized Planning of Platoons in Road Transport using Reinforcement Learning", I. de Zarzà, J. de Curtò and Carlos T. Calafate. 6th International Workshop on Vehicular Networking and Intelligent Transportation Systems (VENITS 2023), Hong Kong, China. July 18, 2023.
"Feasibility and performance benefits of directional force fields for the tactical conflict management of UAVs", Enrique Hernández, Jamie Wubben, Carlos T. Calafate. International Conference on Computational Science (ICCS 2023), Prague, Czechia. July 3-5, 2023.
"Improving Emergency Vehicles Flow in Urban Environments Through SDN-based V2X Communications", Mickaël Riviere, José D. Padrón, Carlos T. Calafate, Juan-Carlos Cano, and Tahiry Razafindralambo. IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy. June 20-23, 2023.
"Using UAVs for the fast detection and characterization of polluted areas", Javier Paul, Jamie Wubben, Willian Zamora, Enrique Hernández, Carlos T. Calafate, Jorge Valenzuela. IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy. June 20-23, 2023.
"Supporting geographically widespread UAV swarms through graph-based network relaying", David Clerigues, Jamie Wubben, Carlos T. Calafate, Juan-Carlos Cano and Pietro Manzoni. Wireless Sensors and Drones in Internet of Things (Wi-DroIT 2023), Coral Bay, Pafos, Cyprus. June 19-21, 2023.
"A real-time co-simulation framework for multi-UAV environments offering detailed wireless channel models", Jamie Wubben, Carlos T. Calafate, Fabrizio Granelli, Juan-Carlos Cano and Pietro Manzoni. IEEE International Conference on Communications (ICC 2023), Rome, Italy. May 28 - June 1, 2023.
"A modular and mesh-capable LoRa based Content Transfer Protocol for Environmental Sensing", Benjamin Arratia, Pedro Garcia-Guillamon, Carlos T. Calafate, Juan-Carlos Cano, Jose Maria Cecilia, Pietro Manzoni. IEEE 20th Consumer Communications & Networking Conference (CCNC 2023), Las Vegas, USA. January 8-11, 2023.
"NBCC: Simulation of a new Caching strategy using Naive Bayes Classifier in NDN", Abdelkader Tayeb Herouala, Benameur Ziani, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Nasreddine Lagraa, and Juan-Carlos Cano. IEEE/ACM 26th International Symposium on Distributed Simulation and Real Time Applications (DS-RT 2022), Ales, France. September 26-28, 2022.
"Raising citizens and institutions awareness of environmental problems using smart sensing technologies", Pietro Manzoni, Andres Calandin Vega, Jose Giner Perez de Lucia, Jose Luis Poza Lujan, Jose M Cecilia and Carlos Calafate. IEEE CyberSciTech / PICom / DASC / CBDCom 2022, Calabria, Italy. Sept. 12-15, 2022.
"Neural Network-based Model for Traffic Prediction in the City of Valencia", Cristian Villarroya, Carlos T. Calafate, Eva Onaindia, Juan-carlos Cano, Francisco Martinez. 26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022), Verona, Italy. September 7-9, 2022.
NATIONAL CONFERENCE PAPERS
"Diseño de un sistema AIoT para la gestión de Ecosistemas Lagunares", Virginia C. Sánchez, José M. Cecilia, Carlos T. Calafate, Martín González and José J. López-Espín. VII Congreso Español de Informática, A Coruña, España. June 17-21, 2024.
"Procedimiento de Registro Automatizado para Dispositivos LoRaWAN", Vicente Torres-Sanz, Julio A. Sanguesa, Felix Serna, Francisco J. Martinez, Piedad Garrido and Carlos T. Calafate. VII Congreso Español de Informática, A Coruña, España. June 17-21, 2024.
"Estimación de Chl-a en entornos muy antropizados mediante aprendizaje automático y teledetección", Virginia Casino-Sánchez, José Ginés Giménez, Juan-Carlos Cano, Carlos Calafate and José M. Cecilia. XXXIII Jornadas de Paralelismo, SARTECO. Ciudad Real, España. September 20-22, 2023.
"Análisis de la influencia de la orografía en despliegues IoT basados en LoRaWAN", Vicente Torres-Sanz, Julio A. Sanguesa, Felix Serna, Francisco J. Martinez, Piedad Garrido and Carlos T. Calafate. XXXIII Jornadas de Paralelismo, SARTECO 2023. Ciudad Real, España. September 20-22, 2023.
"Protocolo multi-salto para la coordinación eficiente de enjambres de drones con gran dispersión geográfica", David Clerigues, Jamie Wubben, Carlos T. Calafate, Pietro Manzoni and Juan Carlos Cano. VII Jornadas de Computación Empotrada y Reconfigurable, SARTECO 2023. Ciudad Real, España. September 20-22, 2023.
"Uso de campos de fuerza direccionales para la gestión táctica de conflictos entre UAVs", David Clerigues, Jamie Wubben, Julián Arenillas Pozas, Carlos T. Calafate, Jamie Wubben and Enrique Hernández-Orallo. VII Jornadas de Computación Empotrada y Reconfigurable, SARTECO 2023. Ciudad Real, España. September 20-22, 2023.
"Uso de redes ad hoc para comunicaciones entre drones: estado actual y perspectivas futuras", Iker Nebot Amoriza, Jamie Wubben, Enrique Hernandez-Orallo and Carlos T. Calafate. VII Jornadas de Computación Empotrada y Reconfigurable, SARTECO 2023. Ciudad Real, España. September 20-22, 2023.
"Pronostico de series temporales para datos de temperatura con TinyML", Benjamin Arratia, Maria Francesca Alati, Juan Morales, Jose Maria Cecilia, Carlos Calafate and Pietro Manzoni. VI Jornadas de Computacion Empotrada y Reconfigurable (JCER 2022), SARTECO. Alicante, España. September 21-23, 2022.
"Cactus Pi: gestión remota de un mini-invernadero usando Telegram", Santiago Baidez, Jorge Luis Zamabrano-Martinez, Jose D. Padrón, Tatiana Aksenova and Carlos T. Calafate. VI Jornadas de Computacion Empotrada y Reconfigurable (JCER 2022), SARTECO. Alicante, España. September 21-23, 2022.
"Estimacion automatica de los productos elaborados en la Industria 4.0", Angel C. Herrero, Francisco J. Martinez, Julio A. Sanguesa, Piedad Garrido and Carlos T. Calafate. VI Jornadas de Computación Empotrada y Reconfigurable (JCER 2022), SARTECO. Alicante, España. September 21-23, 2022.
"Estrategia de prevencion de colisiones entre drones basada en campos potenciales artificiales", Jamie Wubben, Stefan van der Veeken, Carlos T. Calafate, Juan-Carlos Cano, Pietro Manzoni and Johann Marquez-Barja. VI Jornadas de Computación Empotrada y Reconfigurable (JCER 2022), SARTECO. Alicante, España. September 21-23, 2022.