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Kelwin Alexander Fernandes Correia
AuthID:
R-006-HDN
Publications
Confirmed
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Document Source:
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Document Type:
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Proceedings Paper (13)
Article (6)
Book Chapter (2)
Year Start - End:
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Results:
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Confirmed Publications: 21
1
TITLE:
Hypothesis transfer learning based on structural model similarity
Full Text
AUTHORS:
Fernandes, K
;
Cardoso, JS
;
PUBLISHED:
2019
,
SOURCE:
NEURAL COMPUTING & APPLICATIONS,
VOLUME:
31,
ISSUE:
8
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
2
TITLE:
A deep learning approach for the forensic evaluation of sexual assault
Full Text
AUTHORS:
Fernandes, K
;
Cardoso, JS
;
Astrup, BS
;
PUBLISHED:
2018
,
SOURCE:
PATTERN ANALYSIS AND APPLICATIONS,
VOLUME:
21,
ISSUE:
3
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
3
TITLE:
Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies
AUTHORS:
Fernandes, K
;
Cardoso, JS
;
Jorge Bernardino
;
PUBLISHED:
2018
,
SOURCE:
IEEE ACCESS,
VOLUME:
6
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
4
TITLE:
Binary ranking for ordinal class imbalance
Full Text
AUTHORS:
Cruz, R
;
Fernandes, K
;
Costa, JFP
; Ortiz, MP;
Cardoso, JS
;
PUBLISHED:
2018
,
SOURCE:
PATTERN ANALYSIS AND APPLICATIONS,
VOLUME:
21,
ISSUE:
4
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
2
5
TITLE:
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis
AUTHORS:
Fernandes, K
; Chicco, D;
Cardoso, JS
;
Jorge Bernardino
;
PUBLISHED:
2018
,
SOURCE:
PEERJ COMPUTER SCIENCE,
VOLUME:
4,
ISSUE:
5
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
6
TITLE:
Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy
AUTHORS:
Fernandes, K
;
Cardoso, JS
; Astrup, BS;
PUBLISHED:
2017
,
SOURCE:
8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)
in
PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017),
VOLUME:
10255
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
7
TITLE:
Combining Ranking with Traditional Methods for Ordinal Class Imbalance
AUTHORS:
Cruz, R
;
Fernandes, K
;
Costa, JFP
; Ortiz, MP;
Cardoso, JS
;
PUBLISHED:
2017
,
SOURCE:
14th International Work-Conference on Artificial Neural Networks (IWANN)
in
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II,
VOLUME:
10306
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
7
IN MY:
ORCID
8
TITLE:
Constraining Type II Error: Building Intentionally Biased Classifiers
AUTHORS:
Cruz, R
;
Fernandes, K
;
Costa, JFP
;
Cardoso, JS
;
PUBLISHED:
2017
,
SOURCE:
14th International Work-Conference on Artificial Neural Networks (IWANN)
in
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II,
VOLUME:
10306
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
3
IN MY:
ORCID
9
TITLE:
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation
AUTHORS:
Perez Ortiz, M;
Fernandes, K
;
Cruz, R
;
Cardoso, JS
; Briceno, J; Hervas Martinez, C;
PUBLISHED:
2017
,
SOURCE:
14th International Work-Conference on Artificial Neural Networks (IWANN)
in
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II,
VOLUME:
10306
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
1
IN MY:
ORCID
10
TITLE:
Ordinal Class Imbalance with Ranking
AUTHORS:
Cruz, R
;
Fernandes, K
;
Costa, JFP
; Ortiz, MP;
Cardoso, JS
;
PUBLISHED:
2017
,
SOURCE:
8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)
in
PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017),
VOLUME:
10255
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
5
IN MY:
ORCID
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