Publicaciones en colaboración con investigadoras/es de Universidad de Deusto (29)

2022

  1. A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

    Sensors, Vol. 22, Núm. 3

  2. Egocentric Vision-based Action Recognition: A survey

    Neurocomputing

2021

  1. Embedding-based real-time change point detection with application to activity segmentation in smart home time series data

    Expert Systems with Applications, Vol. 185

  2. Exploiting Egocentric Cues for Action Recognition for Ambient Assisted Living Applications

    Advances in Science, Technology and Innovation (Springer Nature), pp. 131-158

2020

  1. Cross-environment activity recognition using word embeddings for sensor and activity representation

    Neurocomputing, Vol. 418, pp. 280-290

  2. Using external knowledge to improve zero-shot action recognition in egocentric videos

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

2019

  1. Smart cities survey: Technologies, application domains and challenges for the cities of the future

    International Journal of Distributed Sensor Networks, Vol. 15, Núm. 6

2018

  1. A Scalable Hybrid Activity Recognition Approach for Intelligent Environments

    IEEE Access, Vol. 6, pp. 41745-41759

  2. An IoT-aware approach for elderly-friendly cities

    IEEE Access, Vol. 6, pp. 7941-7957

  3. Embedding-level attention and multi-scale convolutional neural networks for behaviour modelling

    Proceedings - 2018 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018

  4. Neural Modeling of Fuzzy Controllers for Maximum Power Point Tracking in Photovoltaic Energy Systems

    Journal of Electronic Materials, Vol. 47, Núm. 8, pp. 4519-4532

  5. Predicting human behaviour with recurrent neural networks

    Applied Sciences (Switzerland), Vol. 8, Núm. 2

  6. Zenbakien hizkuntza

    Elhuyar: zientzia eta teknika, Núm. 332, pp. 69-73

2017

  1. Activity recognition approaches for smart cities: The City4Age use case

    RTSI 2017 - IEEE 3rd International Forum on Research and Technologies for Society and Industry, Conference Proceedings

  2. An AAL system based on IoT technologies and linked open data for elderly monitoring in smart cities

    2017 2nd International Multidisciplinary Conference on Computer and Energy Science, SpliTech 2017

  3. Dual model oriented modeling of monocrystalline PV modules based on artificial neuronal networks

    International Journal of Hydrogen Energy, Vol. 42, Núm. 28, pp. 18103-18120

  4. Inter-activity behaviour modelling using long short-term memory networks

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

  5. MASSHA: An agent-based approach for human activity simulation in intelligent environments

    Pervasive and Mobile Computing, Vol. 40, pp. 279-300

  6. Nola prestatzen duzu kafea?

    Elhuyar: zientzia eta teknika, Núm. 325, pp. 53-55

  7. Vision-based fall detection with convolutional neural networks

    Wireless Communications and Mobile Computing, Vol. 2017