A New Algorithm for Learning Range Restricted Horn Expressions. - Marta Arias; Roni Khardon (ILP, 2000)

Learning Closed Horn Expressions. - Marta Arias; Roni Khardon (Inf. Comput., 2002)

Polynomial Certificates for Propositional Classes. - Marta Arias; Roni Khardon; Rocco A. Servedio (COLT, 2003)

Bottom-Up ILP Using Large Refinement Steps. - Marta Arias; Roni Khardon (ILP, 2004)

Predicting Electricity Distribution Feeder Failures Using Machine Learning Susceptibility Analysis. - Philip Gross; Albert Boulanger; Marta Arias; David L. Waltz; Philip M. Long; Charles Lawson; Roger Anderson; Matthew Koenig; Mark Mastrocinque; William Fairechio; John A. Johnson; Serena Lee; et al. (AAAI, 2006)

Polynomial certificates for propositional classes. - Marta Arias; Aaron Feigelson; Roni Khardon; Rocco A. Servedio (Inf. Comput., 2006)

The subsumption lattice and query learning. - Roni Khardon; Marta Arias (J. Comput. Syst. Sci., 2006)

Complexity parameters for first order classes. - Marta Arias; Roni Khardon (Mach. Learn., 2006)

Compact Routing with Name Independence. - Marta Arias; Lenore Cowen; Kofi A. Laing; Rajmohan Rajaraman; Orjeta Taka (SIAM J. Discret. Math., 2006)

Real-time ranking with concept drift using expert advice. - Hila Becker; Marta Arias (KDD, 2007)

An Approach to Software Testing of Machine Learning Applications. - Chris Murphy; Gail E. Kaiser; Marta Arias (SEKE, 2007)

Learning Horn Expressions with LOGAN-H. - Marta Arias; Roni Khardon; Jérôme Maloberti (J. Mach. Learn. Res., 2007)

Real-time ranking of electrical feeders using expert advice. - Hila Becker; Marta Arias (Monde des Util. Anal. Données, 2007)

Query Learning and Certificates in Lattices. - Marta Arias; José L. Balcázar (ALT, 2008)

Compact roundtrip routing with topology-independent node names. - Marta Arias; Lenore Cowen; Kofi A. Laing (J. Comput. Syst. Sci., 2008)

Canonical Horn Representations and Query Learning. - Marta Arias; José L. Balcázar (ALT, 2009)

Example-dependent Basis Vector Selection for Kernel-Based Classifiers. - Antti Ukkonen; Marta Arias (ECML/PKDD (3), 2010)

Learning Theory through Videos - A Teaching Experience in a Theoretical Course based on Self-learning Videos and Problem-solving Sessions. - Marta Arias; Carles Creus; Adrià Gascón; Guillem Godoy (CSEDU (2), 2011)

Construction and learnability of canonical Horn formulas. - Marta Arias; José L. Balcázar (Mach. Learn., 2011)

A Kernel for Time Series Classification: Application to Atmospheric Pollutants. - Marta Arias; Alicia Troncoso Lora; José C. Riquelme (SOCO, 2012)

Forecasting with twitter data. - Marta Arias; Argimiro Arratia; Ramon Xuriguera (ACM Trans. Intell. Syst. Technol., 2013)

Characterizing chronic disease and polymedication prescription patterns from electronic health records. - Martí Zamora; Manel Baradad; Ester Amado; Silvia Cordomi; Esther Limon; Juliana Ribera; Marta Arias; Ricard Gavaldà (DSAA, 2015)

Learning Propositional Horn Formulas from Closure Queries. - Marta Arias; José L. Balcázar; Cristina Tîrnauca (CoRR, 2015)

A multi-scale smoothing kernel for measuring time-series similarity. - Alicia Troncoso Lora; Marta Arias; José C. Riquelme (Neurocomputing, 2015)

From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data. - Javier Fernández 006; Daniel Medina; Antonio Gómez; Marta Arias; Ricard Gavaldà (ICDM Workshops, 2016)

Does Training Affect Match Performance? A Study Using Data Mining And Tracking Devices. - Javier Fernández 006; Daniel Medina; Antonio Gómez; Marta Arias; Ricard Gavaldà (MLSA@PKDD/ECML, 2016)

Automated Construction and Analysis of Political Networks via Open Government and Media Sources. - Diego Garcia-Olano; Marta Arias; Josep Lluís Larriba-Pey (SoGood@ECML-PKDD, 2016)

GeoSRS: A hybrid social recommender system for geolocated data. - Joan Capdevila; Marta Arias; Argimiro Arratia (Inf. Syst., 2016)

Classifier Selection with Permutation Tests. - Marta Arias; Argimiro Arratia; Ariel Duarte-López (CCIA, 2017)

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization. - Giorgio Stampa; Marta Arias; David Sanchez-Charles; Victor Muntés-Mulero; Albert Cabellos (CoRR, 2017)

Identifiability and transportability in dynamic causal networks. - Gilles Blondel; Marta Arias; Ricard Gavaldà (Int. J. Data Sci. Anal., 2017)

Learning definite Horn formulas from closure queries. - Marta Arias; José L. Balcázar; Cristina Tîrnauca (Theor. Comput. Sci., 2017)

Synthetic Dataset Generation with Itemset-Based Generative Models. - Christian Lezcano; Marta Arias (ISSRE Workshops, 2019)

Characterizing Transactional Databases for Frequent Itemset Mining. - Christian Lezcano; Marta Arias (EDML@SDM, 2019)

Challenging the generalization capabilities of Graph Neural Networks for network modeling. - José Suárez-Varela; Sergi Carol-Bosch; Krzysztof Rusek; Paul Almasan; Marta Arias; Pere Barlet-Ros; Albert Cabellos-Aparicio (SIGCOMM Posters and Demos, 2019)

Sketches for Time-Dependent Machine Learning. - Jesus Antonanzas; Marta Arias; Albert Bifet (CoRR, 2021)

A Data-driven Approach for Risk Exposure Analysis in Enterprise Security. - Albert Calvo; Santiago Escuder; Josep Escrig; Marta Arias; Nil Ortiz; Jordi Guijarro (DSAA, 2023)

Who is the root in a syntactic dependency structure? - Ramon Ferrer-i-Cancho; Marta Arias (CoRR, 2025)