blog

Tag 'research'

01-09-2016

Deep learning

Deep learning is a branch of machine learning dedicated to algorithms which find abstractions or partial representations of data through multiple layers of neurons or other complex structures. Developed software: Ruta, an early-stage R package for training unsupervised deep learning techniques such as autoencoders Rutavis, a companion package for visualizations

01-06-2016

Multilabel classification

Multilabel classification is a variant of the classification problem where each instance can be associated with a subset of labels from the set of available ones. Some of my collaborations within this field are: * F. Charte, D. Charte: Working with Multilabel Datasets in R: the mldr Package (The R Journal, 2015) * D. Charte, F. Charte: [mldr: Paquete R…