Thesis

I&C Lab is one of the laboratories that host PhD students of the Programme in Information and Communications Technology PhD Program of the University of Vigo ( DOC_TIC). 

I&C Lab offers a stimulating international environment for PhD students interested in the research topics currently active in the lab and also for those aiming at exploring new research areas.

On-going Thesis

• “Study and implementation of an HDMaps generation model based on Deep Learning” (Pablo Aguilar Pérez) Advisors: Rebeca P. Díaz Redondo

• “Lifelong Learning for continuous learning of Deep Learning models and their application to real-time processing of multivariate time series and sequences in dynamic data environments” (Pablo García Santaclara) Advisors: Rebeca P. Díaz Redondo

• “Design of a new distributed mist, edge and fog architecture in beyond-5G environments for the Internet of Things ” (Juan José López Escobar) Advisors: Felipe Gil Castiñeira and Rebeca P. Díaz Redondo

• “Application of Incremental learning and eXplanaible AI to Industry 4.0 ” (Martín González Soto) Advisors: Rebeca P. Díaz Redondo and Manuel Fernández Veiga

• “Optimizing Medical Image Processing Based on Deep Learning Models” (Alhassan Mohamed Mabrouk Sayed) Advisors: Mohammed Sayed Kayed and Mohamed Elsayed Abd Elaziz and Rebeca P. Díaz Redondo

• “Securization of federated learning environments using coded computing techniques.” (Xavier Martínez Luaña) Advisors: Manuel Fernández Veiga and Rebeca P. Díaz Redondo

• “Enhancing security and traceability in Decentralized Machine Learning” (Carlos Beis Penedo) Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas

• “Cálculo de parámetros de rendimiento críticos en una red heterogénea de distribución de clave cuántica (QKD).” (Natalia Costas Lago) Advisors: Manuel Fernández Veiga and Ana Fernández Vilas

• “Despliegue y manejo de redes móviles Cloud-native en el Cloud-continuum” (Álvaro Vázquez Rodríguez) Advisors: Manuel Fernández Veiga and Carlos Giraldo

• “Artificial Intelligence and Forensic Tools to assist Detection of Money Laundering Crimes using Cryptocurrencies” (Hugo Pedro Bessa Almeida) Advisors: Ana Fernández Vilas and Pedro Filipe Cruz Pinto

• “A Cybersecurity Framework for the IoT” (Emanuel António Carvalhido Lomba) Advisors: Ana Fernández Vilas and Ricardo Augusto Seerino

• “Searchable symmetric encryption para su aplicación a la inteligencia de amenazas basada en el estándar MISP” (Pedro Alves Sousa) Advisors: Ana Fernández Vilas and Pedro Filipe Cruz Pinto

• “A centralized approach to optimize multicast bandwidth” (Tomás Lestayo Martínez) Advisors: Manuel Fernández Veiga

• “Deployment and management of Cloud-native mobile networks in the Cloud-continuum” (David Álvarez Pérez) Advisors: Manuel Fernández Veiga

• “Contribuciones a la seguridad de capa física en entornos de IoT.” (Nuno Miguel Gramoso Torres) Advisors: Manuel Fernández Veiga
                                                                                                                                                                                                                                                

Finished Thesis

• “Affordances of Computer-Based Assessments (CBA)” (Eduardo Antonio Soto Rodríguez) Advisors: Ana Fernández Vilas and Rebeca P. Díaz Redondo; Universidade de Vigo, 2024. 

• “Mecanismos optimizados de Caché y colocación de recursos para Entornos de Computación Inalámbricos” (Eloy Espozo Espinoza) Advisors: Francisco Troncoso Pastoriza. Manuel Fernández Veiga; Universidade de Vigo, 2024. 

• “Enhancing Energy Efficiency and Throughput in 5G Networks using Reinforcement Learning” (Silvestre Lomba Malta) Advisors: Pedro Filipe Cruz Pinto, Manuel Fernández Veiga; Universidade de Vigo, 2024. 

•"A Smart Data Ecosystem for the Monitoring of Financial Market Irregularities". : Lewis Evans. Advisors: Keeley Crockett, Majdi Owda and Ana Fernández Vilas; Manchester Metropolitan University, 2022. 

•"Performance Anomaly Detection in HPC". : Mohamed Soliman Mohamed Nor Hallawa. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2021. 

•"Applying Data Analysis to provide Efficient and Effective Recommendation Systems for E-Commerce". Manar Mohamed Hafez . Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2021. 

•"Web personalized recommendation based on ontology evolution and machine learning". Rana Alaa . Advisors: Manuel Fernández Veiga and Mariam Gawich; Universidade de Vigo, 2021. 

•"Reducción de las pérdidas de potencia en redes eléctricas inteligentes aplicando teoría de juegos cooperativos.". Javier Bernardo Cabrera Mejía . Advisors: Manuel Fernández Veiga; Universidade de Vigo, 2021. 

•"Automated BIM-based modeling of lighting elements in buildings with computer vision methods". : Francisco Manuel Troncoso Pastoriza. Advisors: Rebeca P. Díaz Redondo and Pablo Eguía Oller; Universidade de Vigo, 2019. 

•"Aplicación de técnicas de Learning Analytics en entornos blended-learning para enseñanza universitaria". Sheila Lucero Sánchez López. Advisors: Ana Fernández Vilas and Rebeca P. Díaz Redondo; Universidade de Vigo, 2019. 

•"Exploiting proximity collaboration in mobile context-awareness". Fátima Castro Jul. Advisors: Ana Fernández Vilas and Rebeca P. Díaz Redondo; Universidade de Vigo, 2019. 

•"Interference management in device-to-device multicast communications". Mariem Hmila. Advisors: Manuel Fernández Veiga and Miguel Rodríguez Pérez; Universidade de Vigo, 2019. 

•"Dynamic interest-based systems for dense-communication scenarios". Miran Boric. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2018. 

•"Social Data Mining and Analysis in the Job Market Context". Kais Dai. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2016. 

•"Crowd Sensing: Applications for Smart Cities". Mohamed ben Khalifa. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2016. 

•"Contribuciones al Diseño de una Plataforma de Gestión y Simulación de WSN como soporte a la Internet del Futuro y Ambientes Inteligentes". Diego Alberto Godoy. Advisors: Rebeca P. Díaz Redondo and Eduardo Omar Sosa; Universidade de Vigo, 2016. 

•"Using Gamification to Improve Participation in Social Learning Environments". Jorge Manuel de Azevedo Pereira Simões. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2015. 

•"Social Data Mining Strategies for User Modelling with Personalisation Purposes". Sandra Servia Rodríguez. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2015. 

•"Separación multidimensional de aspectos para la especificación y reutilización de requisitos en lenguaje Z". Ramón Ventura Roque Hernández. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2011. 

•“Marco conceptual y arquitectura para el aprendizaje personalizado a través de Televisión Digital Interactiva / Conceptual Framework and Architecture to personalized learning through Interactive Digital Television". Marta Rey López. Advisors: Rebeca P. Díaz Redondo and Ana Fernández Vilas; Universidade de Vigo, 2009.  

•"Optimización de rutas e ingeniería de tráfico para redes móviles anidadas". Cristian Lazo Ramírez. Advisors: Manuel Fernández Veiga; Universidade de Vigo, 2008. 

•"Diseño y análisis de un esquema,a de control de tráfico agregado en rede". Sergio Herrería. Advisors: Manuel Fernández Veiga and Andrés Suárez González; Universidade de Vigo, 2006. 

•"Diseño y análisis de un esquema de control de congestión en redes multicast para tráfico con requisitos temporales". Miguel Rodríguez. Advisors: Manuel Fernández Veiga and Cándido López García; Universidade de Vigo, 2006.