Publications
A more complete list of publications could be seen at Google Scholar
Selected Publications
How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms
J. Wainer and P. Fonseca
Artificial Intelligence Review
https://link.springer.com/article/10.1007/s10462-021-10011-5
Foundational mapping of Uganda to assist American Red Cross disaster response to floods and pandemics
A. Bastidas, M. Beale, Y. Bengio, Anna Bethke, P. Fonseca, J. Jo, D. Kunce, S. McPherson, V. Michalski, A. Ortiz, K. Sankaran, H. Tang
AI for Social Good Workshop, NeurIPS 2018
https://aiforsocialgood.github.io/2018/pdfs/track2/81_aisg_neurips2018.pdf
Breast Density Classification with Convolutional Neural Networks
P. Fonseca, B. Castañeda, R. Valenzuela and J Wainer.
Iberoamerican Congress on Pattern Recognition 2016
http://link.springer.com/chapter/10.1007/978-3-319-52277-7_13
Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection
A. Ferreira, S. Felipussi, C. Alfaro, P. Fonseca, J. Vargas, J. dos Santos, A. Rocha.
IEEE Transactions on Image Processing
http://ieeexplore.ieee.org/abstract/document/7517389/
Auto. breast density classification using a conv. neural net architecture search procedure
P. Fonseca, J. Mendoza, J. Wainer, J. Ferrer, J. Pinto, J. Guerrero and B. Castaneda.
SPIE Medical Imaging Conference 2015
http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2211266
A linear time implementation of k-means for grayscale image thresholding
P. Fonseca and J. Wainer
Iberoamerican Congress on Pattern Recognition 2014
http://link.springer.com/chapter/10.1007/978-3-319-12568-8_15