Dr.
Gorka Azkune
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Present
15 jcr indexed journal articles
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| Title | Year | |
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A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments
Aitor Almeida, Unai Bermejo Fernandez, Aritz Bilbao Jayo, Gorka Azkune, Unai Aguilera, Mikel Emaldi, Fadi Dornaika, Ignacio Arganda-Carreras. Sensors (IF: 3.576) |
2022 | ≈ 360.2 KB |
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Embedding-based real-time change point detection with application to activity segmentation in smart home time series data
Unai Bermejo Fernandez, Aitor Almeida, Aritz Bilbao Jayo, Gorka Azkune. Expert Systems with Applications (IF: 6.954) |
2021 | ≈ 1.5 MB |
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Neural Modeling of Fuzzy Controllers for Maximum Power Point Tracking in Photovoltaic Energy Systems
Jose Manuel Lopez Guede, Josean Ramos-Hernanz, Necmi Altın, Saban Ozdemir, Erol Kurt, Gorka Azkune. Journal of Electronic Materials (IF: 1.566) |
2021 | |
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Cross-environment activity recognition using word embeddings for sensor and activity representation
Gorka Azkune, Aitor Almeida, Eneko Agirre. Neurocomputing (IF: 4.438) |
2020 | ≈ 406.7 KB |
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Smart cities survey: Technologies, application domains and challenges for the cities of the future
Ruben Sánchez Corcuera, Adrian Núñez-Marcos, Jesús Sesma, Aritz Bilbao Jayo, Rubén Mulero, Unai Zulaika Zurimendi, Gorka Azkune, Aitor Almeida. International Journal of Distributed Sensor Networks (IF: 1.151) |
2019 | ≈ 719.5 KB |
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An IoT-aware Approach for Elderly-Friendly Cities
Rubén Mulero, Aitor Almeida, Gorka Azkune, Patricia Abril, Maria Teresa Arredondo, Miguel Paramo, Luigi Patrono, Piercosimo Rametta, Ilaria Sergi. IEEE Access (IF: 4.098) |
2018 | ≈ 5.1 MB |
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A Scalable Hybrid Activity Recognition Approach for Intelligent Environments
Gorka Azkune, Aitor Almeida. IEEE Access (IF: 4.098) |
2018 | ≈ 5.9 MB |
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Predicting Human Behaviour with Recurrent Neural Networks
Aitor Almeida, Gorka Azkune. Applied Sciences (IF: 2.217) |
2018 | ≈ 842.5 KB |
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Vision-Based Fall Detection with Convolutional Neural Networks
Adrian Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras. Wireless Communications & Mobile Computing (IF: 0.869) |
2017 | ≈ 1.4 MB |
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MASSHA: An agent-based approach for human activity simulation in intelligent environments
Oihane Kamara-Esteban, Gorka Azkune, Ander Pijoan, Cruz Enrique Borges, Ainhoa Alonso-Vicario, Diego López-de-Ipiña. Pervasive and Mobile Computing (IF: 2.974) |
2017 | ≈ 367.4 KB |
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Dual model oriented modeling of monocrystalline PV modules based on artificial neuronal networks
Jose Manuel Lopez Guede, Josean Ramos-Hernanz, Ekaitz Zulueta, Unai Fernandez Gamiz, Gorka Azkune. International Journal of Hydrogen Energy (IF: 4.229) |
2017 | |
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Últimas tendencias en el modelado de actividades humanas
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. DYNA (IF: 0.179) |
2015 | ≈ 87.4 KB |
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Extending knowledge-driven activity models through data-driven learning techniques
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. Expert Systems with Applications (IF: 2.981) |
2015 | ≈ 368.6 KB |
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Combining Users’ Activity Survey and Simulators to Evaluate Human Activity Recognition Systems
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. Sensors (IF: 2.048) |
2015 | ≈ 369.8 KB |
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Semantic Framework for Social Robot Self-Configuration
Gorka Azkune, Pablo Orduña, Xabier Laiseca, Eduardo Castillejo, Diego López-de-Ipiña, Miguel Loitxate, Jon Azpiazu. Sensors (IF: 1.953) |
2013 | ≈ 1.3 MB |
6 conference papers
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| Title | Year | |
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Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos
Adrian Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña, Ignacio Arganda-Carreras. Proceedings of the 17th International Conference on Image Analysis and Recognition |
2020 | ≈ 252.6 KB |
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Embedding-level attention and multi-scale convolutional neural networks for behaviour modelling
Aitor Almeida, Gorka Azkune, Aritz Bilbao Jayo. Proceedings of conference: Ubiquitous Intelligence & Computing 2018 (UIC 2018) |
2018 | ≈ 245.3 KB |
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Activity Recognition Approaches for Smart Cities: The City4Age use case
Aitor Almeida, Gorka Azkune. Proceeding of the 3rd International Forum on Research and Technologies for Society and Industry |
2017 | ≈ 357.8 KB |
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Inter-activity Behaviour Modelling Using Long Short-Term Memory Networks
Aitor Almeida, Gorka Azkune. Ubiquitous Computing and Ambient Intelligence |
2017 | ≈ 174.9 KB |
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An AAL system based on IoT Technologies and Linked Open Data for elderly monitoring in Smart Cities
Rubén Mulero, Aitor Almeida, Gorka Azkune, Luca Mainetti, Vincenzo Mighali, Luigi Patrono, Piercosimo Rametta, Ilaria Sergi. 2nd International Multidisciplinary Conference on Computer and Energy Science |
2017 | ≈ 879.4 KB |
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Ezagutzan Oinarritutako Giza-Jardueren Eredu Dinamiko eta Pertsonalizatuak Ikasten
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. I. Ikergazte: Nazioarteko ikerketa euskaraz. Kongresuko artikulu-bilduma |
2015 | ≈ 358.9 KB |
4 book sections
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| Title | Year | |
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Reasoning Systems for AAL
Gorka Azkune, David Ausín, Diego López-de-Ipiña. Active and Assisted Living: Technologies and Applications |
2016 | |
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A Knowledge-Driven Tool for Automatic Activity Dataset Annotation
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. Intelligent Systems'2014 |
2014 | ≈ 252.7 KB |
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A Hybrid Evaluation Methodology for Human Activity Recognition Systems
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services |
2014 | ≈ 245.3 KB |
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Semantic Based Self-configuration Approach for Social Robots in Health Care Environments
Gorka Azkune, Pablo Orduña, Xabier Laiseca, Diego López-de-Ipiña, Miguel Loitxate. Ambient Assisted Living and Home Care |
2012 |
1 journal article
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Ezagutzan Oinarritutako Giza-Jardueren Eredu Dinamiko eta Pertsonalizatuak Ikasten (2)
Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen. Ekaia. Euskal Herriko Unibertsitateko Zientzi eta Teknologi Aldizkaria |
2015 | ≈ 408.2 KB |
1 PhD dissertation
| Title | Year | |
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Learning for Dynamic and Personalised Knowledge-based Activity Models
Gorka Azkune. |
2015 |