51
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;
PUBLISHED: 2014, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 52
INDEXED IN: Scopus WOS DBLP CrossRef: 39
52
TITLE: Support vector machines for differential prediction
AUTHORS: Kuusisto, F; Costa, VS ; Nassif, H; Burnside, E; Page, D; Shavlik, J;
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: 17
53
TITLE: Towards using Probabilities and Logic to Model Regulatory Networks
AUTHORS: Antonio Goncalves ; Irene Ong; Jeffrey A Lewis; Vitor Santos Costa ;
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)
INDEXED IN: Scopus WOS DBLP CrossRef: 1
54
TITLE: A preliminary investigation into predictive models for adverse drug events
AUTHORS: Davis, J; Costa, VS ; Peissig, P; Caldwell, M; Page, D;
PUBLISHED: 2013, SOURCE: 2013 AAAI Workshop in AAAI Workshop - Technical Report, VOLUME: WS-13-09
INDEXED IN: Scopus
55
TITLE: BigYAP: Exo-compilation meets UDI
AUTHORS: Vitor Santos Costa ; David Vaz;
PUBLISHED: 2013, SOURCE: THEORY AND PRACTICE OF LOGIC PROGRAMMING, VOLUME: 13, ISSUE: 4-5
INDEXED IN: Scopus WOS DBLP CrossRef: 1
56
TITLE: Evaluating inference algorithms for the Prolog factor language
AUTHORS: Gomes, T; Santos Costa, V ;
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
57
TITLE: Integrative functional statistics in logic programming
AUTHORS: Angelopoulos, N; Santos Costa, V ; Azevedo, J; Wielemaker, J; Camacho, R ; Wessels, L;
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: 11
58
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 ;
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: 4
59
TITLE: A design and implementation of the Extended Andorra Model
AUTHORS: Ricardo Lopes ; Vitor Santos Costa ; Fernando Silva ;
PUBLISHED: 2012, SOURCE: THEORY AND PRACTICE OF LOGIC PROGRAMMING, VOLUME: 12, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 3
60
TITLE: A problog model for analyzing gene regulatory networks PDF
AUTHORS: Goncalves, A; Ong, IM; Lewis, JA; Santos Costa, V ;
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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