Marta Arias

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 17

Top Topics

Electronic Health Records

Transactional Databases

Top Venues

SIGCOMM Posters and Demos

Publications

Albert Calvo, Santiago Escuder, Josep Escrig, Marta Arias, Nil Ortiz, Jordi Guijarro
A Data-driven Approach for Risk Exposure Analysis in Enterprise Security. DSAA (2023)
Jesus Antonanzas, Marta Arias, Albert Bifet
Sketches for Time-Dependent Machine Learning. CoRR (2021)
Christian Lezcano, Marta Arias
Synthetic Dataset Generation with Itemset-Based Generative Models. CoRR (2020)
Christian Lezcano, Marta Arias
Characterizing Transactional Databases for Frequent Itemset Mining. CoRR (2020)
Christian Lezcano, Marta Arias
Characterizing Transactional Databases for Frequent Itemset Mining. EDML@SDM (2019)
José Suárez-Varela, Sergi Carol-Bosch, Krzysztof Rusek, Paul Almasan, Marta Arias, Pere Barlet-Ros, Albert Cabellos-Aparicio
Challenging the generalization capabilities of Graph Neural Networks for network modeling. SIGCOMM Posters and Demos (2019)
Christian Lezcano, Marta Arias
Synthetic Dataset Generation with Itemset-Based Generative Models. ISSRE Workshops (2019)
Giorgio Stampa, Marta Arias, David Sanchez-Charles, Victor Muntés-Mulero, Albert Cabellos
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization. CoRR (2017)
Marta Arias, José L. Balcázar, Cristina Tîrnauca
Learning definite Horn formulas from closure queries. Theor. Comput. Sci. 658 (2017)
Marta Arias, Argimiro Arratia, Ariel Duarte-López
Classifier Selection with Permutation Tests. CoRR (2017)
Marta Arias, Argimiro Arratia, Ariel Duarte-López
Classifier Selection with Permutation Tests. CCIA (2017)
Gilles Blondel, Marta Arias, Ricard Gavaldà
Identifiability and transportability in dynamic causal networks. Int. J. Data Sci. Anal. 3 (2) (2017)
Javier Fernández, Daniel Medina, Antonio Gómez, Marta Arias, Ricard Gavaldà
From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data. ICDM Workshops (2016)
Joan Capdevila, Marta Arias, Argimiro Arratia
GeoSRS: A hybrid social recommender system for geolocated data. Inf. Syst. 57 (2016)
Gilles Blondel, Marta Arias, Ricard Gavaldà
Identifiability and Transportability in Dynamic Causal Networks. CoRR (2016)
Javier Fernández, Daniel Medina, Antonio Gómez, Marta Arias, Ricard Gavaldà
Does Training Affect Match Performance? A Study Using Data Mining And Tracking Devices. MLSA@PKDD/ECML (2016)
Diego García-Olano, Marta Arias, Josep Lluís Larriba-Pey
Automated Construction and Analysis of Political Networks via Open Government and Media Sources. SoGood@ECML-PKDD (2016)
Marta Arias, José L. Balcázar, Cristina Tîrnauca
Learning Propositional Horn Formulas from Closure Queries. CoRR (2015)
Alicia Troncoso Lora, Marta Arias, José C. Riquelme
A multi-scale smoothing kernel for measuring time-series similarity. Neurocomputing 167 (2015)
Martí Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavaldà
Characterizing chronic disease and polymedication prescription patterns from electronic health records. DSAA (2015)
Marta Arias, Argimiro Arratia, Ramon Xuriguera
Forecasting with twitter data. ACM Trans. Intell. Syst. Technol. 5 (1) (2013)
Marta Arias, Alicia Troncoso Lora, José C. Riquelme
A Kernel for Time Series Classification: Application to Atmospheric Pollutants. SOCO (2012)
Marta Arias, José L. Balcázar
Construction and learnability of canonical Horn formulas. Mach. Learn. 85 (3) (2011)
Marta Arias, Carles Creus, Adrià Gascón, Guillem Godoy
Learning Theory through Videos - A Teaching Experience in a Theoretical Course based on Self-learning Videos and Problem-solving Sessions. CSEDU (2) (2011)
Antti Ukkonen, Marta Arias
Example-dependent Basis Vector Selection for Kernel-Based Classifiers. ECML/PKDD (3) (2010)
Marta Arias, José L. Balcázar
Canonical Horn Representations and Query Learning. ALT (2009)
Marta Arias, José L. Balcázar
Query Learning and Certificates in Lattices. ALT (2008)
Marta Arias, Lenore Cowen, Kofi A. Laing
Compact roundtrip routing with topology-independent node names. J. Comput. Syst. Sci. 74 (5) (2008)
Hila Becker, Marta Arias
Real-time ranking of electrical feeders using expert advice. Monde des Util. Anal. Données 36 (2007)
Hila Becker, Marta Arias
Real-time ranking with concept drift using expert advice. KDD (2007)
Marta Arias, Roni Khardon, Jérôme Maloberti
Learning Horn Expressions with LOGAN-H. J. Mach. Learn. Res. 8 (2007)
Chris Murphy, Gail E. Kaiser, Marta Arias
An Approach to Software Testing of Machine Learning Applications. SEKE (2007)
Marta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka
Compact Routing with Name Independence. SIAM J. Discret. Math. 20 (3) (2006)
Marta Arias, Aaron Feigelson, Roni Khardon, Rocco A. Servedio
Polynomial certificates for propositional classes. Inf. Comput. 204 (5) (2006)
Marta Arias, Roni Khardon
Complexity parameters for first order classes. Mach. Learn. 64 (1-3) (2006)
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, Frank Doherty, Arthur Kressner
Predicting Electricity Distribution Feeder Failures Using Machine Learning Susceptibility Analysis. AAAI (2006)
Roni Khardon, Marta Arias
The subsumption lattice and query learning. J. Comput. Syst. Sci. 72 (1) (2006)
Marta Arias, Roni Khardon
Bottom-Up ILP Using Large Refinement Steps. ILP (2004)
Marta Arias, Roni Khardon
The Subsumption Lattice and Query Learning. ALT (2004)
Marta Arias, Roni Khardon, Rocco A. Servedio
Polynomial Certificates for Propositional Classes. COLT (2003)
Marta Arias, Lenore Cowen, Kofi A. Laing
Compact roundtrip routing with topology-independent node names. PODC (2003)
Marta Arias, Roni Khardon
Complexity Parameters for First-Order Classes. ILP (2003)
Marta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka
Compact routing with name independence. SPAA (2003)
Marta Arias, Roni Khardon
Learning Closed Horn Expressions. Inf. Comput. 178 (1) (2002)
Marta Arias, Roni Khardon
A New Algorithm for Learning Range Restricted Horn Expressions. ILP (2000)