| 2023 | DSAA | A Data-driven Approach for Risk Exposure Analysis in Enterprise Security. | Albert Calvo, Santiago Escuder, Josep Escrig, Marta Arias, Nil Ortiz, Jordi Guijarro |
| 2019 | ISSRE | Synthetic Dataset Generation with Itemset-Based Generative Models. | Christian Lezcano, Marta Arias |
| 2019 | SIGCOMM | Challenging the generalization capabilities of Graph Neural Networks for network modeling. | Jos Surez-Varela, Sergi Carol-Bosch, Krzysztof Rusek, Paul Almasan, Marta Arias, Pere Barlet-Ros, Albert Cabellos-Aparicio |
| 2019 | SDM | Characterizing Transactional Databases for Frequent Itemset Mining. | Christian Lezcano, Marta Arias |
| 2016 | ICDM | From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data. | Javier Fernndez, Daniel Medina, Antonio Gmez, Marta Arias, Ricard Gavald |
| 2015 | DSAA | Characterizing chronic disease and polymedication prescription patterns from electronic health records. | Mart Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavald |
| 2011 | CSEDU | Learning Theory through Videos - A Teaching Experience in a Theoretical Course based on Self-learning Videos and Problem-solving Sessions. | Marta Arias, Carles Creus, Adri Gascn, Guillem Godoy |
| 2009 | ALT | Canonical Horn Representations and Query Learning. | Marta Arias, Jos L. Balczar |
| 2008 | ALT | Query Learning and Certificates in Lattices. | Marta Arias, Jos L. Balczar |
| 2007 | KDD | Real-time ranking with concept drift using expert advice. | Hila Becker, Marta Arias |
| 2007 | SEKE | An Approach to Software Testing of Machine Learning Applications. | Chris Murphy, Gail E. Kaiser, Marta Arias |
| 2006 | AAAI | 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, Frank Doherty, Arthur Kressner |
| 2004 | ALT | The Subsumption Lattice and Query Learning. | Marta Arias, Roni Khardon |
| 2004 | ILP | Bottom-Up ILP Using Large Refinement Steps. | Marta Arias, Roni Khardon |
| 2003 | COLT | Polynomial Certificates for Propositional Classes. | Marta Arias, Roni Khardon, Rocco A. Servedio |
| 2003 | ILP | Complexity Parameters for First-Order Classes. | Marta Arias, Roni Khardon |
| 2003 | PODC | Compact roundtrip routing with topology-independent node names. | Marta Arias, Lenore Cowen, Kofi A. Laing |
| 2003 | SPAA | Compact routing with name independence. | Marta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka |
| 2000 | ILP | A New Algorithm for Learning Range Restricted Horn Expressions. | Marta Arias, Roni Khardon |