Andrea Giantomassi

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 1

Top Topics

Kullback Leibler Divergence

Monitoring System

Fault Detection And Diagnosis

Recurrent Neural Networks

Top Venues

SOCO-CISIS-ICEUTE

Publications

Pasquale Buonocunto, Andrea Giantomassi, Mauro Marinoni, Davide Calvaresi, Giorgio C. Buttazzo
A Limb Tracking Platform for Tele-Rehabilitation. ACM Trans. Cyber Phys. Syst. 2 (4) (2018)
Lucio Ciabattoni, Gabriele Comodi, Francesco Ferracuti, Alessandro Fonti, Andrea Giantomassi, Sauro Longhi
Multi-apartment residential microgrid monitoring system based on kernel canonical variate analysis. Neurocomputing 170 (2015)
Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Gianluca Ippoliti, Sauro Longhi
Electric Motor Fault Detection and Diagnosis by Kernel Density Estimation and Kullback-Leibler Divergence Based on Stator Current Measurements. IEEE Trans. Ind. Electron. 62 (3) (2015)
Francesco Ferracuti, Andrea Giantomassi, Sabrina Iarlori, Gianluca Ippoliti, Sauro Longhi
Electric motor defects diagnosis based on kernel density estimation and Kullback-Leibler divergence in quality control scenario. Eng. Appl. Artif. Intell. 44 (2015)
Martin Macas, Fabio Moretti, Fiorella Lauro, Stefano Pizzuti, Mauro Annunziato, Alessandro Fonti, Gabriele Comodi, Andrea Giantomassi
Importance of Feature Selection for Recurrent Neural Network Based Forecasting of Building Thermal Comfort. ICAIS (2014)
Martin Macas, Fiorella Lauro, Fabio Moretti, Stefano Pizzuti, Mauro Annunziato, Alessandro Fonti, Gabriele Comodi, Andrea Giantomassi
Sensitivity Based Feature Selection for Recurrent Neural Network Applied to Forecasting of Heating Gas Consumption. SOCO-CISIS-ICEUTE (2014)
Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Sauro Longhi, Alessandro Fonti, Gabriele Comodi
Kernel canonical variate analysis based management system for monitoring and diagnosing smart homes. IJCNN (2014)
Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Gloria Puglia, Alessandro Fonti, Gabriele Comodi, Sauro Longhi
Smart home heating system malfunction and bad behavior diagnosis by Multi-Scale PCA under indoor temperature feedback control. MED (2014)
Sabrina Iarlori, Francesco Ferracuti, Andrea Giantomassi, Sauro Longhi
RGB-D Video Monitoring System to Assess the Dementia Disease State Based on Recurrent Neural Networks with Parametric Bias Action Recognition and DAFS Index Evaluation. ICCHP (2) (2014)
Francesco Ferracuti, Andrea Giantomassi, Sabrina Iarlori, Gianluca Ippoliti, Sauro Longhi
Induction motor fault detection and diagnosis using KDE and Kullback-Leibler divergence. IECON (2013)
Francesco Ferracuti, Andrea Giantomassi, Sauro Longhi
MSPCA with KDE Thresholding to Support QC in Electrical Motors Production Line. MIM (2013)
Maria Letizia Corradini, Valentino Fossi, Andrea Giantomassi, Gianluca Ippoliti, Sauro Longhi, Giuseppe Orlando
Minimal Resource Allocating Networks for Discrete Time Sliding Mode Control of Robotic Manipulators. IEEE Trans. Ind. Informatics 8 (4) (2012)
Francesco Ferracuti, Andrea Giantomassi, Sauro Longhi, Nicola Bergantino
Multi-scale PCA based fault diagnosis on a paper mill plant. ETFA (2011)
Valentino Fossi, Andrea Giantomassi, Gianluca Ippoliti, Sauro Longhi, Giuseppe Orlando, Maria Letizia Corradini
Discrete time sliding mode control of robotic manipulators: Development and experimental validation. ETFA (2011)