Joaquim F. Pinto da Costa

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Class Imbalance

Top Venues

Publications

Joaquim F. Pinto da Costa, André Garcia
New confinement index and new perspective for comparing countries - COVID-19. Comput. Methods Programs Biomed. 210 (2021)
Joaquim F. Pinto da Costa, Fábio Ferreira, Martina Mascarello, Rita Gaio
Clustering of Longitudinal Trajectories Using Correlation-Based Distances. SN Comput. Sci. 2 (6) (2021)
Ricardo Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Background Invariance by Adversarial Learning. ICPR (2020)
Ricardo Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Averse Deep Semantic Segmentation. EMBC (2019)
Ricardo Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Automatic Augmentation by Hill Climbing. ICANN (2) (2019)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Binary ranking for ordinal class imbalance. Pattern Anal. Appl. 21 (4) (2018)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Combining Ranking with Traditional Methods for Ordinal Class Imbalance. IWANN (2) (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Ordinal Class Imbalance with Ranking. IbPRIA (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Constraining Type II Error: Building Intentionally Biased Classifiers. IWANN (2) (2017)
Alexandra Oliveira, A. Rita Gaio, Joaquim F. Pinto da Costa, Luís Paulo Reis
An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data. WorldCIST (2) (2016)
Ricardo Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa
Tackling class imbalance with ranking. IJCNN (2016)
Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Networks 21 (2008) 78-79]. Neural Networks 59 (2014)
Carlos E. Thomaz, Gilson A. Giraldi, Joaquim F. Pinto da Costa, Duncan Fyfe Gillies
A Priori-Driven PCA. ACCV Workshops (2) (2012)
Joaquim F. Pinto da Costa, Hugo Alonso, Luis Roque
A Weighted Principal Component Analysis and Its Application to Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (1) (2011)
Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso
An All-at-once Unimodal SVM Approach for Ordinal Classification. ICMLA (2010)
Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
Breast contour detection with shape priors. ICIP (2008)
Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
The unimodal model for the classification of ordinal data. Neural Networks 21 (1) (2008)
Jaime S. Cardoso, Joaquim F. Pinto da Costa
Learning to Classify Ordinal Data: The Data Replication Method. J. Mach. Learn. Res. 8 (2007)
Joaquim F. Pinto da Costa, Jaime S. Cardoso
Classification of Ordinal Data Using Neural Networks. ECML (2005)
Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment. Neural Networks 18 (5-6) (2005)