Project

NASAID

Nuevos Ámbitos de Sistemas de Aprendizaje Automático para la Informática basada en Datos

A Project coordinated by IIIA.

Web page:

Principal investigator:

Enric Plaza

Collaborating organisations:

Funding entity:

CSIC Intramural 201550E022

Funding call:

Funding call URL:

Project #:

NASAID

Total funding amount:

0,00€

IIIA funding amount:

Duration:

01/Feb/2015

30/Jan/2017

Extension date:

Los dos grandes objetivos de este proyecto son la evolución de las diferentes familias de métodos de ML, en los cuales el IIIA tiene años de experiencia, para 1) combinar métodos en dominios cuya complejidad no permite el ataque con un solo método, y 2) aprendizaje incremental para poder emplear ML en dominios donde los datos son cambiantes en la dimensión temporal y/o requieren respuesta en tiempo real.

2017

Marta Poblet, & Enric Plaza (2017). Democracy Models and Civic Technologies: Tensions, Trilemmas, and Trade-offs. Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with (IJCAI 2017), Melbourne, Australia, August 19, 2017. (pp. 51-62). CEUR-WS.org. http://ceur-ws.org/Vol-1897/paper4.pdf. [BibTeX]

Xavier Ferrer, & Enric Plaza (2017). On argument bundles in the Web of Experiences. AI Communications, 30, 235-249. https://doi.org/10.3233/AIC-170736. [BibTeX]

(2017). Proceedings of the Workshop on Linked Democracy: Artificial Intelligence for Democratic Innovation co-located with IJCAI 2017, Melbourne, Australia, August 19, 2017 . CEUR-WS.org. http://ceur-ws.org/Vol-1897. [BibTeX]

2016

Joan Serrà, Aleksandar Matic, Josep Lluis Arcos, & Alexandros Karatzoglou (2016). A Genetic Algorithm to Discover Flexible Motifs with Support. IEEE 16th International Conference on Data Mining Workshops . IEEE Computer Society. https://doi.org/10.1109/ICDMW.2016.35. [BibTeX]

Xavier Ferrer Aran, & Enric Plaza (2016). Concept Discovery and Argument Bundles in the Experience Web. Ashok Goel, M Belén Díaz-Agudo, & Thomas Roth-Berghofer (Eds.), Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings . Springer Verlag. https://doi.org/10.1007/978-3-319-47096-2_8. [BibTeX]

2015

Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, & Enric Plaza (2015). Aspect selection for social recommender systems (pp. 60-72). Springer Verlag. [BibTeX] [PDF]

Derek Bridge, Luc Lamontagne, & Enric Plaza (2015). Report on the Twenty-Second International Conference on Case-Based Reasoning. AI Magazine, 36, 88-89. [BibTeX]

2014

Xavier Ferrer Aran, Yoke Yie Chen, Nirmalie Wiratunga, & Enric Plaza (2014). Preference and Sentiment Guided Social Recommendations with Temporal Dynamics. Max Bramer, & Miltos Petridis (Eds.), Research and Development in Intelligent Systems XXXI (pp 101-116). Springer International Publishing. [BibTeX] [PDF]

Yoke Yie Chen, Xavier Ferrer Aran, Nirmalie Wiratunga, & Enric Plaza (2014). Sentiment and Preference Guided Social Recommendation. International Conference on Case-Based Reasoning 2014 (pp. 79-94). Springer. [BibTeX] [PDF]