Pedro Manuel Henriques da Cunha Abreu


AuthID: R-000-EW8

Confirmed Publications: 148



71
TITLE: MNAR Imputation with Distributed Healthcare Data
AUTHORS: Pereira, RC ; Santos, MS ; 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
72
73
TITLE: Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS: Marta Mercier; Miriam Seoane Santos ; 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
74
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: 20
IN MY: ORCID | DBLP | CIÊNCIAVITAE
75
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches  Full Text
AUTHORS: Santos, MS ; 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: 302
IN MY: ORCID | DBLP | CIÊNCIAVITAE
76
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
77
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, VOLUME: 2018-July
INDEXED IN: Scopus DBLP CrossRef: 24
78
TITLE: Exploring the effects of data distribution in missing data imputation
AUTHORS: Pompeu Soares, J; Seoane Santos, M ; 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
79
TITLE: Exploring the Effects of Data Distribution in Missing Data Imputation
AUTHORS: Jastin Pompeu Soares; Miriam Seoane Santos ; 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
80
TITLE: Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
AUTHORS: Santos, MS ; Abreu, PH ; Rodriguez Bermudez, G; Garcia Laencina, PJ;
PUBLISHED: 2018, SOURCE: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 8 of 15. Total results: 148.

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