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Pedro Manuel Henriques da Cunha Abreu
AuthID:
R-000-EW8
Publications
Confirmed
To Validate
Document Source:
All
Document Type:
All Document Types
Proceedings Paper (66)
Article (43)
Review (8)
Editorial Material (7)
Proceedings (7)
Article in Press (5)
Abstract (2)
Data Paper (2)
Letter (1)
Book Chapter (1)
Book (1)
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Year Dsc
Year Asc
Cit. WOS Dsc
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IF Scopus Dsc
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Results:
10
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50
Confirmed Publications: 143
41
TITLE:
Interpretability vs. Complexity: The Friction in Deep Neural Networks
AUTHORS:
Amorim, JP;
Abreu, PH
; Reyes, M;
Santos, J
;
PUBLISHED:
2020
,
SOURCE:
2020 International Joint Conference on Neural Networks, IJCNN 2020
in
Proceedings of the International Joint Conference on Neural Networks
INDEXED IN:
Scopus
CrossRef
:
7
IN MY:
ORCID
|
CIÊNCIAVITAE
42
TITLE:
Interpretability vs. Complexity: The Friction in Deep Neural Networks
AUTHORS:
Amorim, JP;
Abreu, PH
; Reyes, M;
Santos, J
;
PUBLISHED:
2020
,
SOURCE:
International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI)
in
2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
INDEXED IN:
WOS
DBLP
IN MY:
DBLP
43
TITLE:
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
AUTHORS:
Jaime S Cardoso
; Hien Van Nguyen; Nicholas Heller;
Pedro Henriques Abreu
; Ivana Isgum; Wilson Silva; Ricardo Cruz; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED:
2020
,
SOURCE:
iMIMIC/MIL3ID/LABELS@MICCAI,
VOLUME:
12446
INDEXED IN:
DBLP
IN MY:
DBLP
44
TITLE:
Missing Image Data Imputation using Variational Autoencoders with Weighted Loss
PDF
AUTHORS:
Ricardo Cardoso Pereira
; Joana Cristo Santos; José Pereira Amorim;
Pedro Pereira Rodrigues
;
Pedro Henriques Abreu
;
PUBLISHED:
2020
,
SOURCE:
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020
in
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020
INDEXED IN:
Scopus
DBLP
IN MY:
DBLP
45
TITLE:
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS:
Ricardo Cardoso Pereira;
Santos, Miriam Seoane
;
Pedro Pereira Rodrigues
;
Pedro Henriques Abreu
;
PUBLISHED:
2020
,
SOURCE:
J. Artif. Intell. Res.,
VOLUME:
69
INDEXED IN:
DBLP
IN MY:
DBLP
46
TITLE:
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
Full Text
AUTHORS:
Pereira, RC
;
Santos, Miriam Seoane
;
Rodrigues, PP
;
Abreu, PH
;
PUBLISHED:
2020
,
SOURCE:
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH,
VOLUME:
69
INDEXED IN:
Scopus
WOS
CrossRef
:
42
Unpaywall
IN MY:
ORCID
47
TITLE:
Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET
Full Text
AUTHORS:
Inês Domingues
; Pereira, G;
Martins, P
; Duarte, H;
Santos, J
;
Abreu, PH
;
PUBLISHED:
2020
,
SOURCE:
ARTIFICIAL INTELLIGENCE REVIEW,
VOLUME:
53,
ISSUE:
6
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
106
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
48
TITLE:
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data
AUTHORS:
Pereira, RC
;
Abreu, PH
;
Rodrigues, PP
;
PUBLISHED:
2020
,
SOURCE:
International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI)
in
2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN),
VOLUME:
5
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
3
Unpaywall
49
TITLE:
A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS:
Ricardo Cardoso Pereira
;
Pedro Henriques Abreu
; Evgheni Polisciuc; Penousal Machado;
PUBLISHED:
2019
,
SOURCE:
Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019.
INDEXED IN:
DBLP
IN MY:
DBLP
50
TITLE:
A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS:
Pereira, R
;
Abreu, P
; Polisciuc, E; Machado, P;
PUBLISHED:
2019
,
SOURCE:
10th International Conference on Information Visualization Theory and Applications, IVAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019
in
PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 3: IVAPP
INDEXED IN:
Scopus
WOS
CrossRef
Unpaywall
IN MY:
ORCID
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