Marta Arias - researchr alias

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Viewing Publication 1 - 36 from 36

2023

A Data-driven Approach for Risk Exposure Analysis in Enterprise SecurityAlbert Calvo, Santiago Escuder, Josep Escrig, Marta Arias, Nil Ortiz, Jordi Guijarro. dsaa 2023: 1-9 [doi]

2019

2017

Learning definite Horn formulas from closure queriesMarta Arias, José L. Balcázar, Cristina Tîrnauca. TCS, 658:346-356, 2017. [doi]

Classifier Selection with Permutation TestsMarta Arias, Argimiro Arratia, Ariel Duarte-López. ccia 2017: 96-105 [doi]

Identifiability and transportability in dynamic causal networksGilles Blondel, Marta Arias, Ricard Gavaldà. ijdsa, 3(2):131-147, 2017. [doi]

2016

2015

A multi-scale smoothing kernel for measuring time-series similarityAlicia Troncoso Lora, Marta Arias, José C. Riquelme. ijon, 167:8-17, 2015. [doi]

Characterizing chronic disease and polymedication prescription patterns from electronic health recordsMarti Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavaldà. dsaa 2015: 1-9 [doi]

2013

Forecasting with twitter dataMarta Arias, Argimiro Arratia, Ramon Xuriguera. tist, 5(1):8, 2013. [doi]

2012

A Kernel for Time Series Classification: Application to Atmospheric PollutantsMarta Arias, Alicia Troncoso Lora, José C. Riquelme. softcomp 2013: 417-426 [doi]

2011

Learning Theory through Videos - A Teaching Experience in a Theoretical Course based on Self-learning Videos and Problem-solving SessionsMarta Arias, Carles Creus, Adria Gascón, Guillem Godoy. csedu 2011: 93-98

Construction and learnability of canonical Horn formulasMarta Arias, José L. Balcázar. ml, 85(3):273-297, 2011. [doi]

2010

Example-dependent Basis Vector Selection for Kernel-Based ClassifiersAntti Ukkonen, Marta Arias. pkdd 2010: 338-353 [doi]

2009

Canonical Horn Representations and Query LearningMarta Arias, JosÃ© L. BalcÃ¡zar. alt 2009: 156-170 [doi]

2007

2006

Complexity parameters for first order classesMarta Arias, Roni Khardon. ml, 64(1-3):121-144, 2006. [doi]

Polynomial certificates for propositional classesMarta Arias, Aaron Feigelson, Roni Khardon, Rocco A. Servedio. iandc, 204(5):816-834, 2006. [doi]

Compact Routing with Name IndependenceMarta Arias, Lenore Cowen, Kofi A. Laing, Rajmohan Rajaraman, Orjeta Taka. siamdm, 20(3):705-726, 2006. [doi]

Predicting Electricity Distribution Feeder Failures Using Machine Learning Susceptibility AnalysisPhilip 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. AAAI 2006: 1705-1711

The subsumption lattice and query learningRoni Khardon, Marta Arias. jcss, 72(1):72-94, 2006. [doi]

2004

The Subsumption Lattice and Query LearningMarta Arias, Roni Khardon. alt 2004: 410-424 [doi]

Bottom-Up ILP Using Large Refinement StepsMarta Arias, Roni Khardon. ilp 2004: 26-43 [doi]

2003

2002

Learning Closed Horn ExpressionsMarta Arias, Roni Khardon. iandc, 178(1):214-240, 2002. [doi]

2000

A New Algorithm for Learning Range Restricted Horn ExpressionsMarta Arias, Roni Khardon. ilp 2000: 21-39 [doi]

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