GORKA
AZCUNE GALPARSORO
PROFESORADO AGREGADO
Aitor
Almeida
Publications by the researcher in collaboration with Aitor Almeida (20)
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
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)
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
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
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Combining users’ activity survey and simulators to evaluate human activity recognition systems
Sensors (Switzerland), Vol. 15, Núm. 4, pp. 8192-8213
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Extending knowledge-driven activity models through data-driven learning techniques
Expert Systems with Applications, Vol. 42, Núm. 6, pp. 3115-3128
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Últimas tendencias en el modelado de actividades humanas
Revista DYNA, Vol. 90, Núm. 4, pp. 356-356
2014
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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
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Modelado de actividades humanas
DYNA new technologies, Vol. 1, Núm. 1, pp. 2