41
TITLE: Relational machine learning for electronic health record-driven phenotyping  Full Text
AUTHORS: Peggy L Peissig; Vitor Santos Costa ; Michael D Caldwell; Carla Rottscheit; Richard L Berg; Eneida A Mendonca; David Page;
TYPE: Article, PUBLISHED: 2014, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 52
INDEXED IN: Scopus WOS DBLP CrossRef: 25
IN MY: ORCID | DBLP
42
TITLE: Support vector machines for differential prediction
AUTHORS: Kuusisto, F; Costa, VS ; Nassif, H; Burnside, E; Page, D; Shavlik, J;
TYPE: Proceedings Paper, PUBLISHED: 2014, SOURCE: European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2014 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8725 LNAI, ISSUE: PART 2
INDEXED IN: Scopus DBLP CrossRef: 10
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43
TITLE: Towards using Probabilities and Logic to Model Regulatory Networks
AUTHORS: Antonio Goncalves ; Irene Ong; Jeffrey A Lewis; Vitor Santos Costa ;
TYPE: Proceedings Paper, PUBLISHED: 2014, SOURCE: 27th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2014 IEEE 27TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS)
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44
TITLE: A preliminary investigation into predictive models for adverse drug events
AUTHORS: Davis, J; Costa, VS ; Peissig, P; Caldwell, M; Page, D;
TYPE: Proceedings Paper, PUBLISHED: 2013, SOURCE: 2013 AAAI Workshop in AAAI Workshop - Technical Report, VOLUME: WS-13-09
INDEXED IN: Scopus
IN MY: ORCID
45
TITLE: BigYAP: Exo-compilation meets UDI
AUTHORS: Vitor Santos Costa ; David Vaz;
TYPE: Article, PUBLISHED: 2013, SOURCE: THEORY AND PRACTICE OF LOGIC PROGRAMMING, VOLUME: 13, ISSUE: 4-5
INDEXED IN: Scopus WOS DBLP CrossRef
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46
TITLE: Evaluating inference algorithms for the Prolog factor language
AUTHORS: Gomes, T; Santos Costa, V ;
TYPE: Proceedings Paper, PUBLISHED: 2013, SOURCE: 22nd International Conference on Inductive Logic Programming, ILP 2012 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7842 LNAI
INDEXED IN: Scopus DBLP CrossRef: 1
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47
TITLE: Integrative functional statistics in logic programming
AUTHORS: Angelopoulos, N; Santos Costa, V ; Azevedo, J; Wielemaker, J; Camacho, R ; Wessels, L;
TYPE: Proceedings Paper, PUBLISHED: 2013, SOURCE: 15th International Symposium on Practical Aspects of Declarative Languages, PADL 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7752 LNCS
INDEXED IN: Scopus DBLP CrossRef: 10
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48
TITLE: Score As You Lift (SAYL): A statistical relational learning approach to uplift modeling
AUTHORS: Nassif, H; Kuusisto, F; Burnside, ES; Page, D; Shavlik, J; Santos Costa, V ;
TYPE: Proceedings Paper, PUBLISHED: 2013, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8190 LNAI, ISSUE: PART 3
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
49
TITLE: A design and implementation of the Extended Andorra Model
AUTHORS: Ricardo Lopes ; Vitor Santos Costa ; Fernando Silva ;
TYPE: Article, PUBLISHED: 2012, SOURCE: THEORY AND PRACTICE OF LOGIC PROGRAMMING, VOLUME: 12, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
50
TITLE: A problog model for analyzing gene regulatory networks PDF
AUTHORS: Goncalves, A; Ong, IM; Lewis, JA; Santos Costa, V ;
TYPE: Proceedings Paper, PUBLISHED: 2012, SOURCE: 22nd International Conference on Inductive Logic Programming, LBPILP 2012 in CEUR Workshop Proceedings, VOLUME: 975
INDEXED IN: Scopus DBLP
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