Joaquim F. Pinto da Costa

24 papers B 4C 1Misc 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A case study on phishing detection with a machine learning net.
Int. J. Data Sci. Anal.
Ana Bezerra, Ivo Pereira, Miguel Ângelo Rebelo, Duarte Coelho, Daniel Alves de Oliveira, Joaquim F. Pinto da Costa, Ricardo P. M. Cruz
2021 J jnl
Clustering of Longitudinal Trajectories Using Correlation-Based Distances.
SN Comput. Sci.
Joaquim F. Pinto da Costa, Fábio Ferreira, Martina Mascarello, A. Rita Gaio
2021 J jnl
New confinement index and new perspective for comparing countries - COVID-19.
Comput. Methods Programs Biomed.
Joaquim F. Pinto da Costa, André Garcia
2020 B conf
Background Invariance by Adversarial Learning.
ICPR
Ricardo P. M. Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2019 — conf
Automatic Augmentation by Hill Climbing.
ICANN (2)
Ricardo P. M. Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2019 — conf
Averse Deep Semantic Segmentation.
EMBC
Ricardo P. M. Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2018 J jnl
Binary ranking for ordinal class imbalance.
Pattern Anal. Appl.
Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2017 — conf
Combining Ranking with Traditional Methods for Ordinal Class Imbalance.
IWANN (2)
Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2017 — conf
Constraining Type II Error: Building Intentionally Biased Classifiers.
IWANN (2)
Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2017 Misc conf
Ordinal Class Imbalance with Ranking.
IbPRIA
Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2016 — conf
An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data.
WorldCIST (2)
Alexandra Oliveira, A. Rita Gaio, Joaquim F. Pinto da Costa, Luís Paulo Reis
2016 B conf
Tackling class imbalance with ranking.
IJCNN
Ricardo P. M. Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa
2014 J jnl
Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Networks 21 (2008) 78-79].
Neural Networks
Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
2013 — ch.
Multicriteria Models for Learning Ordinal Data: A Literature Review.
Artificial Intelligence, Evolutionary Computing and Metaheuristics
Ricardo Gamelas Sousa, Iryna Yevseyeva, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2012 — conf
A Priori-Driven PCA.
ACCV Workshops (2)
Carlos E. Thomaz, Gilson A. Giraldi, Joaquim F. Pinto da Costa, Duncan Fyfe Gillies
2011 J jnl
A Weighted Principal Component Analysis and Its Application to Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Joaquim F. Pinto da Costa, Hugo Alonso, Luis Roque
2011 — ch.
Weighted Correlation.
International Encyclopedia of Statistical Science
Joaquim F. Pinto da Costa
2010 C conf
An All-at-once Unimodal SVM Approach for Ordinal Classification.
ICMLA
Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso
2008 B conf
Breast contour detection with shape priors.
ICIP
Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
2008 J jnl
The unimodal model for the classification of ordinal data.
Neural Networks
Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
2007 J jnl
Learning to Classify Ordinal Data: The Data Replication Method.
J. Mach. Learn. Res.
Jaime S. Cardoso, Joaquim F. Pinto da Costa
2005 — conf
Classification of Ordinal Data Using Neural Networks.
ECML
Joaquim F. Pinto da Costa, Jaime S. Cardoso
2005 J jnl
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment.
Neural Networks
Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
2005 B conf
SVMs applied to objective aesthetic evaluation conservative breast cancer treatment.
IJCNN
Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso