Publicaciones en las que colabora con Gorka Azkune Galparsoro (27)
2022
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A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments
Sensors, Vol. 22, Núm. 3
2021
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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
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Cross-environment activity recognition using word embeddings for sensor and activity representation
Neurocomputing, Vol. 418, pp. 280-290
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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
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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
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A Scalable Hybrid Activity Recognition Approach for Intelligent Environments
IEEE Access, Vol. 6, pp. 41745-41759
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An IoT-aware approach for elderly-friendly cities
IEEE Access, Vol. 6, pp. 7941-7957
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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
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Predicting human behaviour with recurrent neural networks
Applied Sciences (Switzerland), Vol. 8, Núm. 2
2017
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Activity Recognition Approaches for Smart Cities The City4Age use case
2017 IEEE 3RD INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGIES FOR SOCIETY AND INDUSTRY (RTSI)
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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
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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)
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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
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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)
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MASSHA: An agent-based approach for human activity simulation in intelligent environments
Pervasive and Mobile Computing, Vol. 40, pp. 279-300
2016
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Ezagutzan oinarritutako giza jardueren eredu dinamiko eta pertsonalizatuak ikasten
Ekaia: Euskal Herriko Unibertsitateko zientzi eta teknologi aldizkaria, Núm. 1, pp. 7-17
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Reasoning systems for AAL
Active and assisted living: technologies and applications (London : Institution of Engineering and Technology, 2016), pp. 125-142
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Reasoning systems for AAL
ACTIVE AND ASSISTED LIVING (INST ENGINEERING TECH-IET), pp. 125-142
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Reasoning systems forAAL
Active and Assisted Living (Institution of Engineering and Technology), pp. 125-142
2015
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A knowledge-driven tool for automatic activity dataset annotation
Advances in Intelligent Systems and Computing, Vol. 322, pp. 593-604