Luís M. Silva

High-Content Analysis of Breast Cancer Using Single-Cell Deep Transfer Learning

Chetak Kandaswamy, Luís M. Silva, Luı́s A. Alexandre et al. · SLAS DISCOVERY · 2016 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Data classification with multilayer perceptrons using a generalized error function

Luís M. Silva, Joaquim Marques de Sá, Luı́s A. Alexandre · Neural Networks · 2008 · 48 citations

Data Classification, Classification Method, Generalized Error Function +11

Using Different Cost Functions to Train Stacked Auto-Encoders

Telmo Amaral, Luís M. Silva, Luı́s A. Alexandre et al. · 2013 · 36 citations

Deep Neural Networks, Machine Vision, Machine Learning +14

Can artificial neural networks be used to predict the origin of ozone episodes?

Tânia Fontes, Luís M. Silva, M. P. Silva et al. · The Science of The Total Environment · 2014 · 36 citations

Meteorology, Environmental Monitoring, Engineering +13

Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders

Chetak Kandaswamy, Luís M. Silva, Luı́s A. Alexandre et al. · 2014 · 35 citations

Supervised Feature Transference, Convolutional Neural Network, Engineering +11