Publicacions en què col·labora amb Aitor Almeida Escondrillas (20)

2022

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

    Sensors, Vol. 22, Núm. 3

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

2020

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

    Neurocomputing, Vol. 418, pp. 280-290

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. Predicting human behaviour with recurrent neural networks

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

2017

  1. Activity Recognition Approaches for Smart Cities The City4Age use case

    2017 IEEE 3RD INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGIES FOR SOCIETY AND INDUSTRY (RTSI)

  2. 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

  3. 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)

  4. 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

  5. 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)

2016

  1. Ezagutzan oinarritutako giza jardueren eredu dinamiko eta pertsonalizatuak ikasten

    Ekaia: Euskal Herriko Unibertsitateko zientzi eta teknologi aldizkaria, Núm. 1, pp. 7-17

2015

  1. A knowledge-driven tool for automatic activity dataset annotation

    Advances in Intelligent Systems and Computing, Vol. 322, pp. 593-604

  2. Combining users’ activity survey and simulators to evaluate human activity recognition systems

    Sensors (Switzerland), Vol. 15, Núm. 4, pp. 8192-8213

  3. Extending knowledge-driven activity models through data-driven learning techniques

    Expert Systems with Applications, Vol. 42, Núm. 6, pp. 3115-3128

  4. Últimas tendencias en el modelado de actividades humanas

    Revista DYNA, Vol. 90, Núm. 4, pp. 356-356

2014

  1. A hybrid evaluation methodology for human activity recognition systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8867, pp. 92-99

  2. Modelado de actividades humanas

    DYNA new technologies, Vol. 1, Núm. 1, pp. 2