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