Marta Arias

47 papers A* 4B 9C 1Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Who is the root in a syntactic dependency structure?
Appl. Netw. Sci.
Ramon Ferrer-i-Cancho, Marta Arias
2025 J jnl
Who is the root in a syntactic dependency structure?
CoRR
Ramon Ferrer-i-Cancho, Marta Arias
2023 B conf
A Data-driven Approach for Risk Exposure Analysis in Enterprise Security.
DSAA
Albert Calvo, Santiago Escuder, Josep Escrig, Marta Arias, Nil Ortiz, Jordi Guijarro
2021 J jnl
Sketches for Time-Dependent Machine Learning.
CoRR
Jesus Antonanzas, Marta Arias, Albert Bifet
2020 J jnl
Characterizing Transactional Databases for Frequent Itemset Mining.
CoRR
Christian Lezcano, Marta Arias
2020 J jnl
Synthetic Dataset Generation with Itemset-Based Generative Models.
CoRR
Christian Lezcano, Marta Arias
2019 — conf
Challenging the generalization capabilities of Graph Neural Networks for network modeling.
SIGCOMM Posters and Demos
José Suárez-Varela, Sergi Carol-Bosch, Krzysztof Rusek, Paul Almasan, Marta Arias, Pere Barlet-Ros, Albert Cabellos-Aparicio
2019 — conf
Characterizing Transactional Databases for Frequent Itemset Mining.
EDML@SDM
Christian Lezcano, Marta Arias
2019 — conf
Synthetic Dataset Generation with Itemset-Based Generative Models.
ISSRE Workshops
Christian Lezcano, Marta Arias
2017 J jnl
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization.
CoRR
Giorgio Stampa, Marta Arias, David Sanchez-Charles, Victor Muntés-Mulero, Albert Cabellos
2017 — conf
Classifier Selection with Permutation Tests.
CCIA
Marta Arias, Argimiro Arratia, Ariel Duarte-López
2017 J jnl
Classifier Selection with Permutation Tests.
CoRR
Marta Arias, Argimiro Arratia, Ariel Duarte-López
2017 J jnl
Identifiability and transportability in dynamic causal networks.
Int. J. Data Sci. Anal.
Gilles Blondel, Marta Arias, Ricard Gavaldà
2017 J jnl
Learning definite Horn formulas from closure queries.
Theor. Comput. Sci.
Marta Arias, José L. Balcázar, Cristina Tîrnauca
2016 — conf
Automated Construction and Analysis of Political Networks via Open Government and Media Sources.
SoGood@ECML-PKDD
Diego Garcia-Olano, Marta Arias, Josep Lluís Larriba-Pey
2016 — conf
Does Training Affect Match Performance? A Study Using Data Mining And Tracking Devices.
MLSA@PKDD/ECML
Javier Fernández, Daniel Medina, Antonio Gómez, Marta Arias, Ricard Gavaldà
2016 — conf
From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data.
ICDM Workshops
Javier Fernández, Daniel Medina, Antonio Gómez, Marta Arias, Ricard Gavaldà
2016 J jnl
GeoSRS: A hybrid social recommender system for geolocated data.
Inf. Syst.
Joan Capdevila, Marta Arias, Argimiro Arratia
2016 J jnl
Identifiability and Transportability in Dynamic Causal Networks.
CoRR
Gilles Blondel, Marta Arias, Ricard Gavaldà
2015 J jnl
A multi-scale smoothing kernel for measuring time-series similarity.
Neurocomputing
Alicia Troncoso Lora, Marta Arias, José C. Riquelme
2015 B conf
Characterizing chronic disease and polymedication prescription patterns from electronic health records.
DSAA
Martí Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavaldà
2015 J jnl
Learning Propositional Horn Formulas from Closure Queries.
CoRR
Marta Arias, José L. Balcázar, Cristina Tîrnauca
2013 J jnl
Forecasting with twitter data.
ACM Trans. Intell. Syst. Technol.
Marta Arias, Argimiro Arratia, Ramon Xuriguera
2012 — conf
A Kernel for Time Series Classification: Application to Atmospheric Pollutants.
SOCO
Marta Arias, Alicia Troncoso Lora, José C. Riquelme
2011 J jnl
Construction and learnability of canonical Horn formulas.
Mach. Learn.
Marta Arias, José L. Balcázar
2011 — conf
Learning Theory through Videos - A Teaching Experience in a Theoretical Course based on Self-learning Videos and Problem-solving Sessions.
CSEDU (2)
Marta Arias, Carles Creus, Adrià Gascón, Guillem Godoy
2010 — conf
Example-dependent Basis Vector Selection for Kernel-Based Classifiers.
ECML/PKDD (3)
Antti Ukkonen, Marta Arias
2009 B conf
Canonical Horn Representations and Query Learning.
ALT
Marta Arias, José L. Balcázar
2008 J jnl
Compact roundtrip routing with topology-independent node names.
J. Comput. Syst. Sci.
Marta Arias, Lenore Cowen, Kofi A. Laing
2008 B conf
Query Learning and Certificates in Lattices.
ALT
Marta Arias, José L. Balcázar
2007 C conf
An Approach to Software Testing of Machine Learning Applications.
SEKE
Chris Murphy, Gail E. Kaiser, Marta Arias
2007 J jnl
Learning Horn Expressions with LOGAN-H.
J. Mach. Learn. Res.
Marta Arias, Roni Khardon, Jérôme Maloberti
2007 J jnl
Real-time ranking of electrical feeders using expert advice.
Monde des Util. Anal. Données
Hila Becker, Marta Arias
2007 A* conf
Real-time ranking with concept drift using expert advice.
KDD
Hila Becker, Marta Arias
2006 J jnl
Compact Routing with Name Independence.
SIAM J. Discret. Math.
Marta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka
2006 J jnl
Complexity parameters for first order classes.
Mach. Learn.
Marta Arias, Roni Khardon
2006 J jnl
Polynomial certificates for propositional classes.
Inf. Comput.
Marta Arias, Aaron Feigelson, Roni Khardon, Rocco A. Servedio
2006 A* conf
Predicting Electricity Distribution Feeder Failures Using Machine Learning Susceptibility Analysis.
AAAI
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
2006 J jnl
The subsumption lattice and query learning.
J. Comput. Syst. Sci.
Roni Khardon, Marta Arias
2004 B conf
Bottom-Up ILP Using Large Refinement Steps.
ILP
Marta Arias, Roni Khardon
2004 B conf
The Subsumption Lattice and Query Learning.
ALT
Marta Arias, Roni Khardon
2003 A* conf
Compact roundtrip routing with topology-independent node names.
PODC
Marta Arias, Lenore Cowen, Kofi A. Laing
2003 B conf
Compact routing with name independence.
SPAA
Marta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka
2003 B conf
Complexity Parameters for First-Order Classes.
ILP
Marta Arias, Roni Khardon
2003 A* conf
Polynomial Certificates for Propositional Classes.
COLT
Marta Arias, Roni Khardon, Rocco A. Servedio
2002 J jnl
Learning Closed Horn Expressions.
Inf. Comput.
Marta Arias, Roni Khardon
2000 B conf
A New Algorithm for Learning Range Restricted Horn Expressions.
ILP
Marta Arias, Roni Khardon