PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Marta Arias

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Number of EPrints submitted by this user: 8

Query Learning and Certificates in Lattices
Marta Arias and José L. Balcázar
Lecture Notes in Computer Science Volume 5254, pp. 303-315, 2008. ISSN 0302-9743

Canonical Horn Representations and Query Learning
Marta Arias and José Balcázar
In: Algorithmic Learning Theory 2009, 3-5 Oct 2009, Porto, Portugal.

Example-dependent Basis Vector Selection for Kernel-Based Classifiers
Antti Ukkonen and Marta Arias
In: ECML/PKDD 2010, 20-24 Sep 2010, Barcelona, Spain.

Construction and learnability of canonical Horn formulas
Marta Arias and José Balcázar
Machine Learning Volume 85, Number 3, pp. 273-297, 2011. ISSN 0885-6125

Structured-Content Extraction from the Web for Bibliographic Reference Generation
Ramon Xuriguera and Marta Arias
In: Recherche et Fouille d’Information sur le Web, 25-28 Jan 2011, Brest, France.

Forecasting with Twitter Data
Marta Arias, Argimiro Arratia and Ramon Xuriguera
ACM Transactions on Intelligent Systems and Technology 2012. ISSN 2157-6904

Forecasting financial time series with Twitter
Ramon Xuriguera, Marta Arias and Argimiro Arratia
In: 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM'11), 17-19 Dec 2011, London, UK.

A Kernel for Time Series Classification: Application to Atmospheric Pollutants
Marta Arias, Alicia Troncoso and José C. Riquelme
In: 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, 5-7 Sep 2012, Ostrava, Czech Republic.