5 citations · 5 across the 4 of their papers we have counts for
3 papers · 1 filter
Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection
Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj +1
Autoencoders, as a dimensionality reduction technique, have been recently applied to outlier detection. However, neural networks are known to be vulnerable to overfitting, and ther…
Network-based methods for disease-gene prediction
Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
We predict disease-genes relations on the Human Interactome network using a methodology that jointly learns functional and connectivity patterns surrounding proteins. Contrary to o…
Quality of Life Assessment of Diabetic patients from health-related blogs
Andrea Lenzi, Marianna Maranghi, Giovanni Stilo +1
Motivations: People are generating an enormous amount of social data to describe their health care experiences, and continuously search information about diseases, symptoms, diagno…