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Publications with the same authors as the Discriminative directional classifiers publication

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Article in International Scientific Journal

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis

Kelwin Fernandes (Author) (Other); Davide Chicco (Author) (Other); Jaime S. Cardoso (Author) (FEUP); Jessica Fernandes (Author) (Other)

2018

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Hypothesis transfer learning based on structural model similarity

Kelwin Fernandes (Author) (Other); Jaime S. Cardoso (Author) (FEUP)

2019

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Binary ranking for ordinal class imbalance

Ricardo Cruz (Author) (Other); Kelwin Fernandes (Author) (Other); Joaquim F. Pinto Costa (Author) (FCUP); María Pérez Ortiz (Author) (Other); Jaime S. Cardoso (Author) (FEUP)

2018

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Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies

Kelwin Fernandes (Author) (Other); Jaime S. Cardoso (Author) (FEUP); Jessica Fernandes (Author) (Other)

2018

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A deep learning approach for the forensic evaluation of sexual assault

Kelwin Fernandes (Author) (Other); Jaime S. Cardoso (Author) (FEUP); Birgitte Schmidt Astrup (Author) (Other)

2018

Indexing

Article in International Conference Proceedings Book

Transfer Learning with Partial Observability Applied to Cervical Cancer Screening

Fernandes, K (Author) (Other); Jaime S Cardoso (Author) (FEUP); Fernandes, J (Author) (Other)

2017

Indexing

Tackling Class Imbalance with Ranking

Cruz, R (Author) (Other); Fernandes, K (Author) (Other); Jaime S Cardoso (Author) (FEUP); Da Costa, JP (Author) (FCUP)

2016

Scientific classification Indexing

Ordinal Class Imbalance with Ranking

Cruz, R (Author) (Other); Fernandes, K (Author) (Other); Da Costa, JP (Author) (FCUP); Ortiz, MP (Author) (Other); Jaime S Cardoso (Author) (FEUP)

2017

Indexing

Learning and Ensembling Lexicographic Preference Trees with Multiple Kernels

Fernandes, K (Author) (Other); Jaime S Cardoso (Author) (FEUP); Palacios, H (Author) (Other)

2016

Indexing

Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation

Perez Ortiz, M (Author) (Other); Fernandes, K (Author) (Other); Cruz, R (Author) (Other); Jaime S Cardoso (Author) (FEUP); Briceno, J (Author) (Other); Hervas Martinez, C (Author) (Other)

2017

Indexing

Constraining Type II Error: Building Intentionally Biased Classifiers

Cruz, R (Author) (Other); Fernandes, K (Author) (Other); Da Costa, JP (Author) (FCUP); Jaime S Cardoso (Author) (FEUP)

2017

Indexing

Combining Ranking with Traditional Methods for Ordinal Class Imbalance

Cruz, R (Author) (Other); Fernandes, K (Author) (Other); Da Costa, JP (Author) (FCUP); Ortiz, MP (Author) (Other); Jaime S Cardoso (Author) (FEUP)

2017

Scientific classification Indexing

Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy

Fernandes, K (Author) (Other); Jaime S Cardoso (Author) (FEUP); Astrup, BS (Author) (Other)

2017

Indexing

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