GHIO, ALESSANDRO
GHIO, ALESSANDRO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A FPGA Core Generator for Embedded Classification Systems
2011-01-01 Anguita, Davide; L., Carlino; Ghio, Alessandro; Ridella, Sandro
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications
2007-01-01 Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro
A Learning Machine for Resource Limited Adaptive Hardware
2007-01-01 Anguita, Davide; Ghio, Alessandro; Pischiutta, S.
A support vector machine with integer parameters
2008-01-01 Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption
2014-01-01 Coraddu, Andrea; Figari, Massimo; Ghio, Alessandro; Oneto, Luca; Savio, Stefano
Advances in Learning Analytics and Educational Data Mining
2015-01-01 Vahdat, Mehrnoosh; Ghio, Alessandro; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias
Byte The Bullet: Learning on Real-World Computing Architectures
2014-01-01 Ghio, Alessandro; Oneto, Luca
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity
2014-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression
2013-01-01 L., Ghelardoni; Ghio, Alessandro; Anguita, Davide
Fast convergence of extended Rademacher Complexity bounds
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Fully Empirical and Data-Dependent Stability-Based Bounds
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
A Heuristic Approach to Model Selection for Online Support Vector Machines
2013-01-01 Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca
Human Activity and Motion Disorder Recognition: Towards Smarter Interactive Cognitive Environments
2013-01-01 J. L., Reyes Ortiz; Ghio, Alessandro; Anguita, Davide; X., Parra; J., Cabestany; A., Català
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions
2014-01-01 REYES ORTIZ, JORGE LUIS; Oneto, Luca; Ghio, Alessandro; Samá, Albert; Anguita, Davide; Parra, Xavier
Human algorithmic stability and Human Rademacher Complexity
2015-01-01 Vahdat, Mehrnoosh; Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers.
2011-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property
2013-01-01 Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
A FPGA Core Generator for Embedded Classification Systems | 1-gen-2011 | Anguita, Davide; L., Carlino; Ghio, Alessandro; Ridella, Sandro | |
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications | 1-gen-2007 | Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro | |
A Learning Machine for Resource Limited Adaptive Hardware | 1-gen-2007 | Anguita, Davide; Ghio, Alessandro; Pischiutta, S. | |
A support vector machine with integer parameters | 1-gen-2008 | Anguita, Davide; Ghio, Alessandro; Pischiutta, S.; Ridella, Sandro | |
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption | 1-gen-2014 | Coraddu, Andrea; Figari, Massimo; Ghio, Alessandro; Oneto, Luca; Savio, Stefano | |
Advances in Learning Analytics and Educational Data Mining | 1-gen-2015 | Vahdat, Mehrnoosh; Ghio, Alessandro; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias | |
Byte The Bullet: Learning on Real-World Computing Architectures | 1-gen-2014 | Ghio, Alessandro; Oneto, Luca | |
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity | 1-gen-2014 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz | |
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression | 1-gen-2013 | L., Ghelardoni; Ghio, Alessandro; Anguita, Davide | |
Fast convergence of extended Rademacher Complexity bounds | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
Fully Empirical and Data-Dependent Stability-Based Bounds | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
A Heuristic Approach to Model Selection for Online Support Vector Machines | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca | |
Human Activity and Motion Disorder Recognition: Towards Smarter Interactive Cognitive Environments | 1-gen-2013 | J. L., Reyes Ortiz; Ghio, Alessandro; Anguita, Davide; X., Parra; J., Cabestany; A., Català | |
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine | 1-gen-2012 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz | |
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions | 1-gen-2014 | REYES ORTIZ, JORGE LUIS; Oneto, Luca; Ghio, Alessandro; Samá, Albert; Anguita, Davide; Parra, Xavier | |
Human algorithmic stability and Human Rademacher Complexity | 1-gen-2015 | Vahdat, Mehrnoosh; Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias | |
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. | 1-gen-2011 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property | 1-gen-2013 | Oneto, Luca; Ghio, Alessandro; Anguita, Davide; Ridella, Sandro |