Gorka Azkune

26 co-authored publications
Title Type Year
A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

8 Aitor Almeida, Unai Bermejo Fernandez, Aritz Bilbao Jayo, Gorka Azkune, Unai Aguilera, Mikel Emaldi, Fadi Dornaika, Ignacio Arganda-Carreras

Journal article 2022  ≈ 360.2 KB
Embedding-based real-time change point detection with application to activity segmentation in smart home time series data

4 Unai Bermejo Fernandez, Aitor Almeida, Aritz Bilbao Jayo, Gorka Azkune

Journal article 2021  ≈ 1.5 MB
Neural Modeling of Fuzzy Controllers for Maximum Power Point Tracking in Photovoltaic Energy Systems

6 Jose Manuel Lopez Guede, Josean Ramos-Hernanz, Necmi Altın, Saban Ozdemir, Erol Kurt, Gorka Azkune

Journal article 2021
Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos

5 Adrian Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña, Ignacio Arganda-Carreras

Conference paper 2020  ≈ 252.6 KB
Cross-environment activity recognition using word embeddings for sensor and activity representation

3 Gorka Azkune, Aitor Almeida, Eneko Agirre

Journal article 2020  ≈ 406.7 KB
Smart cities survey: Technologies, application domains and challenges for the cities of the future

8 Ruben Sánchez Corcuera, Adrian Núñez-Marcos, Jesús Sesma, Aritz Bilbao Jayo, Rubén Mulero, Unai Zulaika Zurimendi, Gorka Azkune, Aitor Almeida

Journal article 2019  ≈ 719.5 KB
A Scalable Hybrid Activity Recognition Approach for Intelligent Environments

2 Gorka Azkune, Aitor Almeida

Journal article 2018  ≈ 5.9 MB
Embedding-level attention and multi-scale convolutional neural networks for behaviour modelling

3 Aitor Almeida, Gorka Azkune, Aritz Bilbao Jayo

Conference paper 2018  ≈ 245.3 KB
Predicting Human Behaviour with Recurrent Neural Networks

2 Aitor Almeida, Gorka Azkune

Journal article 2018  ≈ 842.5 KB
An IoT-aware Approach for Elderly-Friendly Cities

9 Rubén Mulero, Aitor Almeida, Gorka Azkune, Patricia Abril, Maria Teresa Arredondo, Miguel Paramo, Luigi Patrono, Piercosimo Rametta, Ilaria Sergi

Journal article 2018  ≈ 5.1 MB
MASSHA: An agent-based approach for human activity simulation in intelligent environments

6 Oihane Kamara-Esteban, Gorka Azkune, Ander Pijoan, Cruz Enrique Borges, Ainhoa Alonso-Vicario, Diego López-de-Ipiña

Journal article 2017  ≈ 367.4 KB
Dual model oriented modeling of monocrystalline PV modules based on artificial neuronal networks

5 Jose Manuel Lopez Guede, Josean Ramos-Hernanz, Ekaitz Zulueta, Unai Fernandez Gamiz, Gorka Azkune

Journal article 2017
An AAL system based on IoT Technologies and Linked Open Data for elderly monitoring in Smart Cities

8 Rubén Mulero, Aitor Almeida, Gorka Azkune, Luca Mainetti, Vincenzo Mighali, Luigi Patrono, Piercosimo Rametta, Ilaria Sergi

Conference paper 2017  ≈ 879.4 KB
Vision-Based Fall Detection with Convolutional Neural Networks

3 Adrian Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras

Journal article 2017  ≈ 1.4 MB
Inter-activity Behaviour Modelling Using Long Short-Term Memory Networks

2 Aitor Almeida, Gorka Azkune

Conference paper 2017  ≈ 174.9 KB
Activity Recognition Approaches for Smart Cities: The City4Age use case

2 Aitor Almeida, Gorka Azkune

Conference paper 2017  ≈ 357.8 KB
Reasoning Systems for AAL

3 Gorka Azkune, David Ausín, Diego López-de-Ipiña

Book section 2016
Combining Users’ Activity Survey and Simulators to Evaluate Human Activity Recognition Systems

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Journal article 2015  ≈ 369.8 KB
Ezagutzan Oinarritutako Giza-Jardueren Eredu Dinamiko eta Pertsonalizatuak Ikasten (2)

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Journal article 2015  ≈ 408.2 KB
Ezagutzan Oinarritutako Giza-Jardueren Eredu Dinamiko eta Pertsonalizatuak Ikasten

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Conference paper 2015  ≈ 358.9 KB
Últimas tendencias en el modelado de actividades humanas

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Journal article 2015  ≈ 87.4 KB
Extending knowledge-driven activity models through data-driven learning techniques

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Journal article 2015  ≈ 368.6 KB
A Hybrid Evaluation Methodology for Human Activity Recognition Systems

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Book section 2014  ≈ 245.3 KB
A Knowledge-Driven Tool for Automatic Activity Dataset Annotation

4 Gorka Azkune, Aitor Almeida, Diego López-de-Ipiña, Liming Luke Chen

Book section 2014  ≈ 252.7 KB
Semantic Framework for Social Robot Self-Configuration

7 Gorka Azkune, Pablo Orduña, Xabier Laiseca, Eduardo Castillejo, Diego López-de-Ipiña, Miguel Loitxate, Jon Azpiazu

Journal article 2013  ≈ 1.3 MB
Semantic Based Self-configuration Approach for Social Robots in Health Care Environments

5 Gorka Azkune, Pablo Orduña, Xabier Laiseca, Diego López-de-Ipiña, Miguel Loitxate

Book section 2012