GHIO, ALESSANDRO
GHIO, ALESSANDRO
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity
2014-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
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 Heuristic Approach to Model Selection for Online Support Vector Machines
2013-01-01 Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca
A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator
2014-01-01 Vahdat, Mehrnoosh; Oneto, Luca; Ghio, Alessandro; Donzellini, Giuliano; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias
A Learning Machine for Resource Limited Adaptive Hardware
2007-01-01 Anguita, Davide; Ghio, Alessandro; Pischiutta, S.
A Learning Machine with a Bit-Based Hypothesis Space
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; J. L., Reyes Ortiz; Ridella, Sandro
A Public Domain Dataset for Human Activity Recognition using Smartphones
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
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
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
Byte The Bullet: Learning on Real-World Computing Architectures
2014-01-01 Ghio, Alessandro; Oneto, Luca
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
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity | 1-gen-2014 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
| 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 Heuristic Approach to Model Selection for Online Support Vector Machines | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca | |
| A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator | 1-gen-2014 | Vahdat, Mehrnoosh; Oneto, Luca; Ghio, Alessandro; Donzellini, Giuliano; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias | |
| A Learning Machine for Resource Limited Adaptive Hardware | 1-gen-2007 | Anguita, Davide; Ghio, Alessandro; Pischiutta, S. | |
| A Learning Machine with a Bit-Based Hypothesis Space | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
| A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; J. L., Reyes Ortiz; Ridella, Sandro | |
| A Public Domain Dataset for Human Activity Recognition using Smartphones | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz | |
| A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
| 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 | |
| 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 | |
| Byte The Bullet: Learning on Real-World Computing Architectures | 1-gen-2014 | Ghio, Alessandro; Oneto, Luca | |
| 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 |