Publications

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2017

Olivares-Rodriguez, Cristian; Guenaga, Mariluz; Garaizar, Pablo

Automatic Assessment of Creativity in Heuristic Problem-solving Based on Query Diversity Journal Article

DYNA, 92 (4), pp. 449-455, 2017.

Abstract | Links | BibTeX | Tags: aprendizaje automático, Búsqueda de información, information search, machine learning, patrón de consultas, problem solving, query pattern, resolución de problemas

2016

Casado-Mansilla, Diego; de Armentia, Juan López; Ventura, Daniela; Garaizar, Pablo; Lopez-de-Ipiña, Diego

Embedding Intelligent Eco-aware Systems within Everyday Things to Increase People’s Energy Awareness Journal Article

Soft Computing, 20 (5), pp. 1695-1711, 2016.

Abstract | Links | BibTeX | Tags: ARIMA models, Eco-aware everyday things, Energy awareness, machine learning, Persuasive eco-feedback, Time series

2015

Casado-Mansilla, Pablo; de Armentia, Juan López; Ventura, Daniela; Garaizar, Pablo; Lopez-de-Ipiña, Diego

Embedding Intelligent Eco-aware Systems within Everyday Things to Increase People’s Energy Awareness Journal Article

Soft Computing Journal, 20 (5), pp. 1695-1711, 2015, ISSN: 1433-7479.

Abstract | Links | BibTeX | Tags: ARIMA models, Eco-aware everyday things, Energy awareness, machine learning, Persuasive eco-feedback, Time series

Guenaga, Mariluz; Menchaca, Iratxe; Solabarrieta, J

Project-Based Learning: Methodology and Assessment Learning Technologies and Assessment Criteria Conference

Using Educational Analytics to Improve Test Performance, 2015, ISBN: 978-3-319-24257-6.

Abstract | Links | BibTeX | Tags: aprendizaje automático, learning analytics, machine learning, mining educational data

2014

Ventura, Daniela; Casado-Mansilla, Diego; de Armentia, Juan López; Garaizar, Pablo; Lopez-de-Ipiña, Diego; Catania, Vincenzco

ARIIMA: A Real IoT Implementation of a Machine-Learning Architecture for Reducing Energy Consumption Conference

8867 , Springer, Cham, 2014, ISBN: 978-3-319-13102-3.

Abstract | Links | BibTeX | Tags: ARIMA models, energy efficiency, IOT, machine learning

2012

Matute, Helena; Vadillo, Miguel A; Garaizar, Pablo

Web-based experiment control software for research on human learning. Encyclopedia of the sciences of learning Book

Springer, Boston, MA, 2012, ISBN: 978-1-4419-1428-6.

Abstract | Links | BibTeX | Tags: associative learning, casual learning, e-learning, machine learning