Costa, Vítor Santos

19 publications

ECML-PKDD 2018 Evaluation Procedures for Forecasting with Spatio-Temporal Data Mariana Oliveira, Luís Torgo, Vítor Santos Costa

MLJ 2017 On the Use of Stochastic Local Search Techniques to Revise First-Order Logic Theories from Examples Aline Paes, Gerson Zaverucha, Vítor Santos Costa

MLJ 2015 Guest Editors' Introduction: Special Issue on Inductive Logic Programming and on Multi-Relational Learning Gerson Zaverucha, Vítor Santos Costa

ECML-PKDD 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, Carlos Soares, João Gama, Alípio Jorge

ECML-PKDD 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, João Gama, Alípio Jorge, Carlos Soares

ECML-PKDD 2014 Support Vector Machines for Differential Prediction Finn Kuusisto, Vítor Santos Costa, Houssam Nassif, Elizabeth S. Burnside, David Page, Jude W. Shavlik

ECML-PKDD 2013 Score as You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling Houssam Nassif, Finn Kuusisto, Elizabeth S. Burnside, David Page, Jude W. Shavlik, Vítor Santos Costa

ICML 2012 Demand-Driven Clustering in Relational Domains for Predicting Adverse Drug Events Jesse Davis, Vítor Santos Costa, Elizabeth Berg, David Page, Peggy L. Peissig, Michael Caldwell

AAAI 2012 Identifying Adverse Drug Events by Relational Learning David Page, Vítor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy L. Peissig, Michael Caldwell

ECML-PKDD 2012 Relational Differential Prediction Houssam Nassif, Vítor Santos Costa, Elizabeth S. Burnside, David Page

ICML 2012 Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation Kendrick Boyd, Jesse Davis, David Page, Vítor Santos Costa

ICML 2007 An Integrated Approach to Feature Invention and Model Construction for Drug Activity Prediction Jesse Davis, Vítor Santos Costa, Soumya Ray, David Page

IJCAI 2007 Change of Representation for Statistical Relational Learning Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vítor Santos Costa

ECML-PKDD 2005 An Integrated Approach to Learning Bayesian Networks of Rules Jesse Davis, Elizabeth S. Burnside, Inês de Castro Dutra, David Page, Vítor Santos Costa

ECML-PKDD 2005 Mode Directed Path Finding Irene M. Ong, Inês de Castro Dutra, David Page, Vítor Santos Costa

ECML-PKDD 2005 On Applying Tabling to Inductive Logic Programming Ricardo Rocha, Nuno A. Fonseca, Vítor Santos Costa

IJCAI 2005 View Learning for Statistical Relational Learning: With an Application to Mammography Jesse Davis, Elizabeth S. Burnside, Inês de Castro Dutra, David Page, Raghu Ramakrishnan, Vítor Santos Costa, Jude W. Shavlik

UAI 2003 CLP(BN): Constraint Logic Programming for Probabilistic Knowledge Vítor Santos Costa, David Page, Maleeha Qazi, James Cussens

JMLR 2003 Query Transformations for Improving the Efficiency of ILP Systems Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer