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João Miguel Costa Sousa
AuthID:
R-000-774
Publications
Confirmed
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Document Source:
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Proceedings Paper (68)
Article (47)
Review (1)
Book Chapter (1)
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Cit. Scopus Dsc
IF Scopus Dsc
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Confirmed Publications: 117
1
TITLE:
A Decision Support System for ICU Readmissions Prevention
AUTHORS:
Susana M Vieira
;
Joao P Carvalho
;
Andre S Fialho
;
Reti, SR
; Finkelstein, SN;
Joao M C Sousa
;
PUBLISHED:
2013
,
SOURCE:
Joint World Congress of the International-Fuzzy-Systems-Association (IFSA) / Annual Meeting of the North-American-Fuzzy-Information-Processing-Society (NAFIPS)
in
PROCEEDINGS OF THE 2013 JOINT IFSA WORLD CONGRESS AND NAFIPS ANNUAL MEETING (IFSA/NAFIPS)
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
2
TITLE:
Conditional Density Estimation Using Fuzzy GARCH Models
AUTHORS:
Rui Jorge Almeida; Nalan Basturk; Uzay Kaymak;
Joao Miguel D da Costa Sousa
;
PUBLISHED:
2013
,
SOURCE:
6th International Conference on Soft Methods in Probability and Statistics
in
SYNERGIES OF SOFT COMPUTING AND STATISTICS FOR INTELLIGENT DATA ANALYSIS,
VOLUME:
190
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
3
TITLE:
Data Mining and Modeling to Predict the Necessity of Vasopressors for ICU Patients
Full Text
AUTHORS:
Jose M Rodrigues
;
Andre S Fialho
;
Susana M Vieira
;
Luis F Mendonca
;
Joao M C Sousa
;
PUBLISHED:
2013
,
SOURCE:
IEEE International Conference on Fuzzy Systems (FUZZ)
in
2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013)
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
4
TITLE:
Insect Swarm algorithms for dynamic MAX-SAT problems
AUTHORS:
Pinto, PC; Runkler, TA;
Sousa, JMC
;
PUBLISHED:
2013
,
SOURCE:
Studies in Computational Intelligence,
VOLUME:
433
INDEXED IN:
Scopus
IN MY:
ORCID
5
TITLE:
Missing data in medical databases: Impute, delete or classify?
Full Text
AUTHORS:
Federico Cismondi
;
Andre S Fialho
;
Susana M Vieira
;
Shane R Reti
;
Joao M C Sousa
; Stan N Finkelstein;
PUBLISHED:
2013
,
SOURCE:
ARTIFICIAL INTELLIGENCE IN MEDICINE,
VOLUME:
58,
ISSUE:
1
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
6
TITLE:
Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients
Full Text
AUTHORS:
Susana M Vieira
;
Luis F Mendonca
; Goncalo J Farinha;
Joao M C Sousa
;
PUBLISHED:
2013
,
SOURCE:
APPLIED SOFT COMPUTING,
VOLUME:
13,
ISSUE:
8
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
7
TITLE:
Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit
AUTHORS:
Ruben Duarte Pereira
;
Joao Sousa
;
Susana Vieira
;
Shane Reti
; Stan Finkelstein;
PUBLISHED:
2013
,
SOURCE:
6th International Conference on Soft Methods in Probability and Statistics
in
SYNERGIES OF SOFT COMPUTING AND STATISTICS FOR INTELLIGENT DATA ANALYSIS,
VOLUME:
190
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
8
TITLE:
Predicting Intensive Care Unit Readmissions Using Probabilistic Fuzzy Systems
Full Text
AUTHORS:
Fialho, AS
; Kaymak, U;
Cismondi, F
;
Vieira, SM
;
Reti, SR
;
Sousa, JMC
; Finkelstein, SN;
PUBLISHED:
2013
,
SOURCE:
IEEE International Conference on Fuzzy Systems (FUZZ)
in
2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013)
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
9
TITLE:
Reducing unnecessary lab testing in the ICU with artificial intelligence
Full Text
AUTHORS:
Cismondi, F
; Celi, LA;
Fialho, AS
;
Vieira, SM
;
Reti, SR
;
Sousa, JMC
; Finkelstein, SN;
PUBLISHED:
2013
,
SOURCE:
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS,
VOLUME:
82,
ISSUE:
5
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
10
TITLE:
ANN Validation System for ICU Neonatal Data
Full Text
AUTHORS:
Federico Cismondi
;
Andre S Fialho
;
Xiaoning N Lu
;
Susana M Vieira
; James E Gray;
Shane R Reti
;
Joao M C Sousa
; Stan N Finkelstein;
PUBLISHED:
2012
,
SOURCE:
International Joint Conference on Neural Networks (IJCNN)
in
2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
INDEXED IN:
Scopus
WOS
CrossRef
IN MY:
ORCID
|
ResearcherID
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