Ricardo Pereira de Magalhães Cruz


AuthID: R-00H-2P5

Confirmed Publications: 24



11
TITLE: Quasi-Unimodal Distributions for Ordinal Classification  Full Text
AUTHORS: Albuquerque, Tome ; Cruz, Ricardo ; Cardoso, Jaime S. ;
PUBLISHED: 2022, SOURCE: MATHEMATICS, VOLUME: 10, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
12
TITLE: Background Invariance by Adversarial Learning  Full Text
AUTHORS: Cruz, R ; Prates, RM; Simas, EF; Costa, JFP; Cardoso, JS ;
PUBLISHED: 2021, SOURCE: 25th International Conference on Pattern Recognition (ICPR) in 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
13
TITLE: Ordinal losses for classification of cervical cancer risk
AUTHORS: Albuquerque, T ; Cruz, R ; Cardoso, JS ;
PUBLISHED: 2021, SOURCE: PEERJ COMPUTER SCIENCE, VOLUME: 7
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
14
TITLE: Automatic Augmentation by Hill Climbing
AUTHORS: Cruz, R ; Costa, JFP ; Cardoso, JS ;
PUBLISHED: 2019, SOURCE: 28th International Conference on Artificial Neural Networks (ICANN) in ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2019: DEEP LEARNING, PT II, VOLUME: 11728
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
15
TITLE: Averse Deep Semantic Segmentation
AUTHORS: Cruz, R ; Costa, JFP ; Cardoso, JS ;
PUBLISHED: 2019, 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)
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
16
TITLE: Insulator visual non-conformity detection in overhead power distribution lines using deep learning  Full Text
AUTHORS: Ricardo M Prates ; Ricardo Cruz ; Andre P Marotta; Rodrigo P Ramos; Eduardo F Simas Filho; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: COMPUTERS & ELECTRICAL ENGINEERING, VOLUME: 78
INDEXED IN: Scopus WOS CrossRef: 8
IN MY: ORCID
17
TITLE: A Class Imbalance Ordinal Method for Alzheimer's Disease Classification
AUTHORS: Ricardo Cruz ; Margarida Silveira; Jaime S Cardoso ;
PUBLISHED: 2018, SOURCE: 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018 in 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018, Singapore, Singapore, June 12-14, 2018
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
18
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
IN MY: ORCID
19
TITLE: Deep Image Segmentation by Quality Inference
AUTHORS: Fernandes, K; Cruz, R ; Cardoso, JS ;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018 in 2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2018-July
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
20
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
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