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Pedro Manuel Henriques da Cunha Abreu
AuthID:
R-000-EW8
Publications
Confirmed
To Validate
Document Source:
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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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Confirmed Publications: 143
61
TITLE:
MNAR Imputation with Distributed Healthcare Data
AUTHORS:
Pereira, RC
;
Santos, Miriam Seoane
;
Rodrigues, PP
;
Abreu, PH
;
PUBLISHED:
2019
,
SOURCE:
19th EPIA Conference on Artificial Intelligence, EPIA 2019
in
PROGRESS IN ARTIFICIAL INTELLIGENCE, PT II,
VOLUME:
11805
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
2
Unpaywall
IN MY:
DBLP
62
TITLE:
Multiple-Choice Questions in Programming Courses: Can We Use Them and Are Students Motivated by Them?. Can We Use Them and Are Students Motivated by Them?
Full Text
AUTHORS:
Abreu, PH
;
Silva, DC
;
Gomes, A
;
PUBLISHED:
2019
,
SOURCE:
ACM TRANSACTIONS ON COMPUTING EDUCATION,
VOLUME:
19,
ISSUE:
1
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
8
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
63
TITLE:
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS:
Marta Mercier;
Santos, Miriam Seoane
;
Pedro H Abreu
;
Carlos Soares
; Jastin Pompeu Soares;
João Santos
;
PUBLISHED:
2018
,
SOURCE:
17th International Symposium on Intelligent Data Analysis, IDA 2018
in
Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings,
VOLUME:
11191
INDEXED IN:
Scopus
DBLP
CrossRef
:
4
IN MY:
DBLP
64
TITLE:
BI-RADS CLASSIFICATION OF BREAST CANCER: A NEW PRE-PROCESSING PIPELINE FOR DEEP MODELS TRAINING
Full Text
AUTHORS:
Inês Domingues
;
Abreu, PH
;
Santos, J
;
PUBLISHED:
2018
,
SOURCE:
25th IEEE International Conference on Image Processing (ICIP)
in
2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
17
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
65
TITLE:
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches
Full Text
AUTHORS:
Santos, Miriam Seoane
;
Soares, JP
;
Abreu, PH
;
Araujo, H
;
Santos, J
;
PUBLISHED:
2018
,
SOURCE:
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE,
VOLUME:
13,
ISSUE:
4
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
260
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
66
TITLE:
Denial of Service Attacks: Detecting the Frailties of Machine Learning Algorithms in the Classification Process
AUTHORS:
Ivo Frazão;
Pedro Henriques Abreu
; Tiago Cruz; Hélder Araújo; Paulo Simões;
PUBLISHED:
2018
,
SOURCE:
Critical Information Infrastructures Security - 13th International Conference, CRITIS 2018, Kaunas, Lithuania, September 24-26, 2018, Revised Selected Papers,
VOLUME:
11260
INDEXED IN:
DBLP
IN MY:
DBLP
67
TITLE:
Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification
AUTHORS:
Inês Domingues
; José Pereira Amorim;
Pedro H Abreu
; Hugo Duarte; João A M Santos;
PUBLISHED:
2018
,
SOURCE:
2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018
INDEXED IN:
DBLP
IN MY:
DBLP
68
TITLE:
Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification
AUTHORS:
Inês Domingues
; Jose P Amorim;
Pedro H Abreu
; Hugo Duarte;
Joao Santos
;
PUBLISHED:
2018
,
SOURCE:
Proceedings of the International Joint Conference on Neural Networks,
VOLUME:
2018-July
INDEXED IN:
Scopus
CrossRef
:
24
IN MY:
ORCID
|
CIÊNCIAVITAE
69
TITLE:
Exploring the Effects of Data Distribution in Missing Data Imputation
AUTHORS:
Jastin Pompeu Soares;
Santos, Miriam Seoane
;
Pedro Henriques Abreu
; Hélder Araújo; João A M Santos;
PUBLISHED:
2018
,
SOURCE:
Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings,
VOLUME:
11191
INDEXED IN:
DBLP
IN MY:
DBLP
70
TITLE:
Exploring the effects of data distribution in missing data imputation
AUTHORS:
Pompeu Soares, J;
Santos, Miriam Seoane
;
Henriques Abreu, P
; Araújo, H;
Santos, J
;
PUBLISHED:
2018
,
SOURCE:
17th International Symposium on Intelligent Data Analysis, IDA 2018
in
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
VOLUME:
11191 LNCS
INDEXED IN:
Scopus
CrossRef
:
4
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