| 2022 | ISCC | Impact of the glycaemic sampling method in diabetes data mining. | Diogo Machado, Vtor Santos Costa, Pedro Brando |
| 2022 | LOPSTR | Typed SLD-Resolution: Dynamic Typing for Logic Programming. | Joo Barbosa, Mrio Florido, Vtor Santos Costa |
| 2021 | ACIIDS | Predictive Maintenance for Sensor Enhancement in Industry 4.0. | Carla Silva, Marvin F. da Silva, Arlete Rodrigues, Jos Silva, Vtor Santos Costa, Alpio Jorge, Ins Dutra |
| 2021 | ILP | Online Learning of Logic Based Neural Network Structures. | Victor Guimares, Vtor Santos Costa |
| 2021 | LOPSTR | Data Type Inference for Logic Programming. | Joo Barbosa, Mrio Florido, Vtor Santos Costa |
| 2020 | WorldCIST | From Reinforcement Learning Towards Artificial General Intelligence. | Filipe Marinho Rocha, Vtor Santos Costa, Lus Paulo Reis |
| 2020 | WorldCIST | Overcoming Reinforcement Learning Limits with Inductive Logic Programming. | Filipe Marinho Rocha, Vtor Santos Costa, Lus Paulo Reis |
| 2019 | DSAA | Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting. | Mariana Oliveira, Nuno Moniz, Lus Torgo, Vtor Santos Costa |
| 2019 | ICMLA | Machine Learning to Predict Developmental Neurotoxicity with High-Throughput Data from 2D Bio-Engineered Tissues. | Finn Kuusisto, Vtor Santos Costa, Zhonggang Hou, James A. Thomson, David Page, Ron M. Stewart |
| 2017 | ISCC | Managing diabetes: Pattern discovery and counselling supported by user data in a mobile platform. | Diogo Machado, Tiago Paiva, Ins Dutra, Vtor Santos Costa, Pedro Brando |
| 2017 | KDD | Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Observational Data. | Zhaobin Kuang, Peggy L. Peissig, Vtor Santos Costa, Richard Maclin, David Page |
| 2016 | DIS | Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches. | Mariana Oliveira, Lus Torgo, Vtor Santos Costa |
| 2015 | DIS | Predicting Drugs Adverse Side-Effects Using a Recommender-System. | Diogo Pinto, Pedro Costa, Rui Camacho, Vtor Santos Costa |
| 2015 | ILP | Processing Markov Logic Networks with GPUs: Accelerating Network Grounding. | Carlos Alberto Martinez-Angeles, Ins Dutra, Vtor Santos Costa, Jorge Buenabad-Chvez |
| 2014 | CBMS | Towards Using Probabilities and Logic to Model Regulatory Networks. | Antnio Gonalves, Irene M. Ong, Jeffrey A. Lewis, Vtor Santos Costa |
| 2014 | CBMS | Discovering Differentially Expressed Genes in Yeast Stress Data. | Antnio Gonalves, Irene M. Ong, Jeffrey A. Lewis, Vtor Santos Costa |
| 2014 | FLOPS | PrologCheck - Property-Based Testing in Prolog. | Cludio Amaral, Mrio Florido, Vtor Santos Costa |
| 2013 | PADL | Integrative Functional Statistics in Logic Programming. | Nicos Angelopoulos, Vtor Santos Costa, Joo Azevedo, Jan Wielemaker, Rui Camacho, Lodewyk F. A. Wessels |
| 2012 | AAAI | Identifying Adverse Drug Events by Relational Learning. | David Page, Vtor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy L. Peissig, Michael Caldwell |
| 2012 | DIS | Predicting Ramp Events with a Stream-Based HMM Framework. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa, Vladimiro Miranda, Audun Botterud |
| 2012 | ICLP | Introduction to the Technical Communications of the 28th International Conference on Logic Programming Special Issue. | Agostino Dovier, Vtor Santos Costa |
| 2012 | ICML | Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation. | Kendrick Boyd, Jesse Davis, David Page, Vtor Santos Costa |
| 2012 | ICML | Demand-Driven Clustering in Relational Domains for Predicting Adverse Drug Events. | Jesse Davis, Vtor Santos Costa, Elizabeth Berg, David Page, Peggy L. Peissig, Michael Caldwell |
| 2012 | ILP | Evaluating Inference Algorithms for the Prolog Factor Language. | Tiago Gomes, Vtor Santos Costa |
| 2012 | ILP | A Problog Model for Analyzing Gene Regulatory Networks. | Antnio Gonalves, Irene M. Ong, Jeffrey A. Lewis, Vtor Santos Costa |
| 2011 | EPIA | Constrained Sequential Pattern Knowledge in Multi-relational Learning. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2011 | ILP | Predictive Sequence Miner in ILP Learning. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2011 | ILP | Conceptual Clustering of Multi-Relational Data. | Nuno A. Fonseca, Vtor Santos Costa, Rui Camacho |
| 2011 | PACBB | Assessing the Effect of 2D Fingerprint Filtering on ILP-Based Structure-Activity Relationships Toxicity Studies in Drug Design. | Rui Camacho, Max Pereira, Vtor Santos Costa, Nuno A. Fonseca, Carlos J. V. Simes, Rui M. M. Brito |
| 2011 | PADL | On the Portability of Prolog Applications. | Jan Wielemaker, Vtor Santos Costa |
| 2010 | ILP | Interactive Discriminative Mining of Chemical Fragments. | Nuno A. Fonseca, Max Pereira, Vtor Santos Costa, Rui Camacho |
| 2010 | ILP | Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection. | David Vaz, Vtor Santos Costa, Michel Ferreira |
| 2010 | PADL | On the Implementation of the CLP( | Vtor Santos Costa |
| 2010 | SBAC-PAD | TALM: A Hybrid Execution Model with Distributed Speculation Support. | Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. Frana, Vtor Santos Costa |
| 2009 | EPIA | On Just in Time Indexing of Dynamic Predicates in Prolog. | Vtor Santos Costa |
| 2009 | ICLP | User Defined Indexing. | David Vaz, Vtor Santos Costa, Michel Ferreira |
| 2009 | ILP | Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples. | Stephen H. Muggleton, Aline Paes, Vtor Santos Costa, Gerson Zaverucha |
| 2009 | IWANN | Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach. | Nuno A. Fonseca, Vtor Santos Costa, Rui Camacho, Cristina P. Vieira, Jorge Vieira |
| 2009 | IWANN | Visually Guiding and Controlling the Search While Mining Chemical Structures. | Max Pereira, Vtor Santos Costa, Rui Camacho, Nuno A. Fonseca |
| 2008 | ICLP | The Life of a Logic Programming System. | Vtor Santos Costa |
| 2008 | ICLP | On the Efficient Execution of ProbLog Programs. | Angelika Kimmig, Vtor Santos Costa, Ricardo Rocha, Bart Demoen, Luc De Raedt |
| 2008 | ICLP | Towards Typed Prolog. | Tom Schrijvers, Vtor Santos Costa, Jan Wielemaker, Bart Demoen |
| 2008 | ICTAI | RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2008 | SAC | k-RNN: k-relational nearest neighbour algorithm. | Nuno A. Fonseca, Vtor Santos Costa, Rui Camacho |
| 2008 | SBAC-PAD | Transactional WaveCache: Towards Speculative and Out-of-Order DataFlow Execution of Memory Operations. | Leandro A. J. Marzulo, Felipe Maia Galvo Frana, Vtor Santos Costa |
| 2007 | ICLP | Demand-Driven Indexing of Prolog Clauses. | Vtor Santos Costa, Konstantinos Sagonas, Ricardo Lopes |
| 2007 | ICLP | Design, Implementation, and Evaluation of a Dynamic Compilation Framework for the YAP System. | Anderson Faustino da Silva, Vtor Santos Costa |
| 2007 | ICML | An integrated approach to feature invention and model construction for drug activity prediction. | Jesse Davis, Vtor Santos Costa, Soumya Ray, David Page |
| 2007 | IJCAI | Change of Representation for Statistical Relational Learning. | Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vtor Santos Costa |
| 2007 | ILP | ILP : - Just Trie It. | Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vtor Santos Costa |
| 2007 | ILP | Revising First-Order Logic Theories from Examples Through Stochastic Local Search. | Aline Paes, Gerson Zaverucha, Vtor Santos Costa |
| 2007 | PADL | Prolog Performance on Larger Datasets. | Vtor Santos Costa |
| 2006 | ICLP | The Design and Implementation of the YAP Compiler: An Optimizing Compiler for Logic Programming Languages. | Anderson Faustino da Silva, Vtor Santos Costa |
| 2006 | ILP | Inferring Regulatory Networks from Time Series Expression Data and Relational Data Via Inductive Logic Programming. | Irene M. Ong, Scott E. Topper, C. David Page Jr., Vtor Santos Costa |
| 2005 | AMIA | Knowledge Discovery from Structured Mammography Reports Using Inductive Logic Programming. | Elizabeth S. Burnside, Jesse Davis, Vtor Santos Costa, Ins de Castro Dutra, Charles E. Kahn Jr., Jason Fine, David Page |
| 2005 | CCGRID | ReGS: user-level reliability in a grid environment. | J. A. L. Sanches, Patrcia Kayser Vargas, Ins de Castro Dutra, Vtor Santos Costa, Cludio F. R. Geyer |
| 2005 | CLUSTER | A pipelined data-parallel algorithm for ILP. | Nuno A. Fonseca, Fernando M. A. Silva, Vtor Santos Costa, Rui Camacho |
| 2005 | ICLP | IMPACT: Innovative Models for Prolog with Advanced Control and Tabling. | Ricardo Rocha, Ricardo Lopes, Fernando M. A. Silva, Vtor Santos Costa |
| 2005 | ICLP | Dynamic Mixed-Strategy Evaluation of Tabled Logic Programs. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 2005 | IJCAI | View Learning for Statistical Relational Learning: With an Application to Mammography. | Jesse Davis, Elizabeth S. Burnside, Ins de Castro Dutra, David Page, Raghu Ramakrishnan, Vtor Santos Costa, Jude W. Shavlik |
| 2005 | ILP | A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment. | Hctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude W. Shavlik, Vtor Santos Costa |
| 2005 | ILP | Probabilistic First-Order Theory Revision from Examples. | Aline Paes, Kate Revoredo, Gerson Zaverucha, Vtor Santos Costa |
| 2005 | PADL | Improving Memory Usage in the BEAM. | Ricardo Lopes, Vtor Santos Costa |
| 2004 | EuroPar | Concurrent Table Accesses in Parallel Tabled Logic Programs. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 2004 | ICLP | Speculative Computations in Or-Parallel Tabled Logic Programs. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 2004 | ILP | On Avoiding Redundancy in Inductive Logic Programming. | Nuno A. Fonseca, Vtor Santos Costa, Fernando M. A. Silva, Rui Camacho |
| 2004 | PADL | Pruning in the Extended Andorra Model. | Ricardo Lopes, Vtor Santos Costa, Fernando M. A. Silva |
| 2003 | EPIA | Performance Issues in Prolog Applications. | Vtor Santos Costa |
| 2003 | EPIA | Experimental Evaluation of a Caching Technique for ILP. | Nuno A. Fonseca, Vtor Santos Costa, Fernando M. A. Silva, Rui Camacho |
| 2003 | EPIA | On the BEAM Implementation. | Ricardo Lopes, Vtor Santos Costa, Fernando M. A. Silva |
| 2003 | EuroPar | Toward Automatic Management of Embarrassingly Parallel Applications. | Ins de Castro Dutra, David Page, Vtor Santos Costa, Jude W. Shavlik, Michael Waddell |
| 2003 | ICLP | On Deterministic Computations in the Extended Andorra Model. | Ricardo Lopes, Vtor Santos Costa, Fernando M. A. Silva |
| 2003 | UAI | CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. | Vtor Santos Costa, David Page, Maleeha Qazi, James Cussens |
| 2002 | ICCS | Performance Evaluation of Fast Ethernet, Giganet, and Myrinet on a Cluster. | Marcelo Lobosco, Vtor Santos Costa, Claudio Luis de Amorim |
| 2002 | ILP | An Empirical Evaluation of Bagging in Inductive Logic Programming. | Ins de Castro Dutra, David Page, Vtor Santos Costa, Jude W. Shavlik |
| 2002 | SBAC-PAD | Distributed Shared Memory in Kernel Mode. | Thobias S. Trevisan, Vtor Santos Costa, Lauro Whately, Claudio Luis de Amorim |
| 2001 | ICLP | Understanding Memory Management in Prolog Systems. | Lus Fernando Castro, Vtor Santos Costa |
| 2001 | ICLP | On a Tabling Engine That Can Exploit Or-Parallelism. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 2001 | PADL | A Novel Implementation of the Extended Andorra Model. | Ricardo Lopes, Vtor Santos Costa, Fernando M. A. Silva |
| 2000 | EuroPar | Novel Models for Or-Parallel Logic Programs: A Performance Analysis. | Vtor Santos Costa, Ricardo Rocha, Fernando M. A. Silva |
| 2000 | ILP | A Note on Two Simple Transformations for Improving the Efficiency of an ILP System. | Vtor Santos Costa, Ashwin Srinivasan, Rui Camacho |
| 1999 | EPIA | YapOr: an Or-Parallel Prolog System Based on Environment Copying. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 1999 | EuroPar | DAOS - Scalable And-Or Parallelism. | Lus Fernando Castro, Vtor Santos Costa, Cludio F. R. Geyer, Fernando M. A. Silva, Patrcia Kayser Vargas, Manuel Eduardo Correia |
| 1999 | PADL | Or-Parallelism within Tabling. | Ricardo Rocha, Fernando M. A. Silva, Vtor Santos Costa |
| 1999 | PADL | The Influence of Architectural Parameters on the Performance of Parallel Logic Programming Systems. | Marcio G. Silva, Ins de Castro Dutra, Ricardo Bianchini, Vtor Santos Costa |
| 1999 | PPDP | Optimising Bytecode Emulation for Prolog. | Vtor Santos Costa |
| 1998 | EuroPar | Optimising Parallel Logic Programming Systems for Scalable Machines. | Vtor Santos Costa, Ricardo Bianchini |
| 1998 | ICLP | VisAll: A Universal Tool to Visualise Parallel Execution of Logic Programs. | Nuno A. Fonseca, Vtor Santos Costa, Ins de Castro Dutra |
| 1998 | ICLP | Distance: A New Metric for Controlling Granularity for Parallel Execution. | Kish Shen, Vtor Santos Costa, Andy King |
| 1997 | PDP | Evaluating the impact of coherence protocols on parallel logic programming systems. | Vtor Santos Costa, Ricardo Bianchini, Ins de Castro Dutra |
| 1995 | ICLP | Shared Paged Binding Array: A Universal Datastructure for Parallel Logic Programming. | Gopal Gupta, Vtor Santos Costa, Enrico Pontelli |
| 1994 | ICLP | ACE: And/Or-parallel Copying-based Execution of Logic Programs. | Gopal Gupta, Manuel V. Hermenegildo, Enrico Pontelli, Vtor Santos Costa |
| 1993 | ICLP | Performance of the Compiler-Based Andorra-I System. | Rong Yang, Tony Beaumont, Ins de Castro Dutra, Vtor Santos Costa, David H. D. Warren |
| 1992 | ICLP | Generalized Stack-copying for And-Or Parallel Execution of Full Prolog. | Gopal Gupta, Manuel V. Hermenegildo, Vtor Santos Costa |
| 1991 | ICLP | The Andorra-I Preprocessor: Supporting Full Prolog on the Basic Andorra Model. | Vtor Santos Costa, David H. D. Warren, Rong Yang |
| 1991 | ICLP | The Andorra-I Engine: A Parallel Implementation of the Basic Andorra Model. | Vtor Santos Costa, David H. D. Warren, Rong Yang |
| 1991 | PPoPP | Andorra-I: A Parallel Prolog System that Transparently Exploits both And- and Or-Parallelism. | Vtor Santos Costa, David H. D. Warren, Rong Yang |