1
TITLE: Automatic Augmentation by Hill Climbing
AUTHORS: Ricardo Cruz ; Joaquim F P Pinto Costa ; Jaime S Cardoso ;
SOURCE: 28th International Conference on Artificial Neural Networks (ICANN) in ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2019: DEEP LEARNING, PT II, VOLUME: 11728, PUBLISHED: 2019
INDEXED IN: Scopus WOS CrossRef
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2
TITLE: Averse Deep Semantic Segmentation
AUTHORS: Ricardo Cruz ; Joaquim Pinto P Costa ; Jaime S Cardoso ;
SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), PUBLISHED: 2019
INDEXED IN: Scopus WOS CrossRef
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3
TITLE: Binary ranking for ordinal class imbalance  Full Text
AUTHORS: Ricardo Cruz ; Kelwin Fernandes ; Joaquim F P Pinto Costa ; Maria Perez Ortiz; Jaime S Cardoso ;
SOURCE: PATTERN ANALYSIS AND APPLICATIONS, VOLUME: 21, ISSUE: 4, PUBLISHED: 2018
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
4
TITLE: Co-evolution importance on binding Hot-Spot prediction methods
AUTHORS: Irina Moreira; José Almeida; António Preto; Rita Melo; Zeynep Gümüş; Joaquim Costa ; Alexandre Bonvin;
SOURCE: Proceedings of MOL2NET 2016, International Conference on Multidisciplinary Sciences, 2nd edition, PUBLISHED: 2017
INDEXED IN: CrossRef
IN MY: ORCID
5
TITLE: Combining Ranking with Traditional Methods for Ordinal Class Imbalance
AUTHORS: Ricardo Cruz ; Kelwin Fernandes ; Joaquim F P Pinto Costa ; Marfa P Perez Ortiz; Jaime S Cardoso ;
SOURCE: 14th International Work-Conference on Artificial Neural Networks (IWANN) in ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, VOLUME: 10306, PUBLISHED: 2017
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID
6
TITLE: Constraining Type II Error: Building Intentionally Biased Classifiers
AUTHORS: Ricardo Cruz ; Kelwin Fernandes ; Joaquim F P Pinto Costa ; Jaime S Cardoso ;
SOURCE: 14th International Work-Conference on Artificial Neural Networks (IWANN) in ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, VOLUME: 10306, PUBLISHED: 2017
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID
7
TITLE: Ordinal Class Imbalance with Ranking
AUTHORS: Ricardo Cruz ; Kelwin Fernandes ; Joaquim F P Pinto Costa ; Maria P Perez Ortiz; Jaime S Cardoso ;
SOURCE: 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) in PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017), VOLUME: 10255, PUBLISHED: 2017
INDEXED IN: Scopus WOS CrossRef: 5
IN MY: ORCID
8
TITLE: A Machine Learning Approach for Hot-Spot Detection at Protein-Protein Interfaces  Full Text
AUTHORS: Rita Melo; Robert Fieldhouse; Andre Melo ; Joao D G Correia; Maria Natalia D S Cordeiro ; Zeynep H Gumus; Joaquim Costa ; Alexandre M J J Bonvin; Irina S Moreira ;
SOURCE: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, VOLUME: 17, ISSUE: 8, PUBLISHED: 2016
INDEXED IN: Scopus WOS CrossRef: 20
IN MY: ORCID
9
TITLE: An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data
AUTHORS: Alexandra Oliveira ; Rita Gaio, AR ; Joaquim Pinto da Costa ; Luis Paulo Reis ;
SOURCE: World Conference on Information Systems and Technologies (WorldCIST) in NEW ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, VOLUME: 445, PUBLISHED: 2016
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
10
TITLE: Tackling Class Imbalance with Ranking
AUTHORS: Ricardo Cruz ; Keiwin Fernandes ; Jaime S Cardoso ; Joaquim F P Pinto Costa ;
SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2016-October, PUBLISHED: 2016
INDEXED IN: Scopus WOS CrossRef: 16
IN MY: ORCID
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