Publications (19) ANA SERRANO MAMOLAR publications


  1. Ensemble methods and semi-supervised learning for information fusion: A review and future research directions

    Information Fusion, Vol. 107

  2. Evaluation of Semi-Supervised Machine Learning applied to Affective State Detection

    2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024

  3. UBUMonitor: Desktop application for visual e-learning student clustering with Moodle

    SoftwareX, Vol. 26


  1. Application of Semi-Supervised Machine Learning Techniques to Subject Recognition based on Affective State

    Modelling and Simulation 2023 - European Simulation and Modelling Conference 2023, ESM 2023

  2. Detection of Stress Stimuli in Learning Contexts of iVR Environments

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Hacia una metodología de evaluación del rendimiento del alumno en entornos de aprendizaje iVR utilizando eye-tracking y aprendizaje automático

    Comunicar: Revista Científica de Comunicación y Educación, Núm. 76, pp. 9-20

  4. Toward Automatic Tutoring of Math Word Problems in Intelligent Tutoring Systems

    IEEE Access, Vol. 11, pp. 67030-67039

  5. Towards Automatic Tutoring of Custom Student-Stated Math Word Problems

    Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky (Springer), pp. 639-644

  6. Towards Automatic Tutoring of Custom Student-Stated Math Word Problems

    Communications in Computer and Information Science


  1. 5GTopoNet: Real-time topology discovery and management on 5G multi-tenant networks

    Future Generation Computer Systems, Vol. 114, pp. 435-447

  2. An intra-subject approach based on the application of hmm to predict concentration in educational contexts from nonintrusive physiological signals in real-world situations

    Sensors, Vol. 21, Núm. 5, pp. 1-23

  3. Should Conditional Self-Driving Cars Consider the State of the Human Inside the Vehicle?

    UMAP 2021 - Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization

  4. YACHAY-A fully integrated system to promote a flexible and personalized learning in HEI

    Proceedings of 2021 World Engineering Education Forum/Global Engineering Deans Council, WEEF/GEDC 2021


  1. SELFNET 5G mobile edge computing infrastructure: Design and prototyping

    Software - Practice and Experience, Vol. 50, Núm. 5, pp. 741-756

  2. Towards the modelling of the concentrated state of learners. An intra-subject modelling approach

    Modelling and Simulation 2020 - The European Simulation and Modelling Conference, ESM 2020


  1. An Experimentation Framework for Mobile Multi- Tenant 5G Networks Integrated with CORE Network Emulator

    Proceedings of the 2018 IEEE/ACM 22nd International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2018

  2. Autonomic protection of multi-tenant 5G mobile networks against UDP flooding DDoS attacks

    Journal of Network and Computer Applications, Vol. 145

  3. Towards the Detection of Mobile DDoS Attacks in 5G Multi-Tenant Networks

    2019 European Conference on Networks and Communications, EuCNC 2019