Sfoglia per Autore
Nested Sequential Minimal Optimization for Support Vector Machine
2012-01-01 Ghio, Alessandro; Anguita, Davide; Oneto, Luca; Ridella, Sandro; C., Schatten
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
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Smart underwater wireless sensor networks
2012-01-01 Ghelardoni, Luca; Ghio, Alessandro; Anguita, Davide
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine
2012-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
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
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
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
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 Heuristic Approach to Model Selection for Online Support Vector Machines
2013-01-01 Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca
Training Computationally Efficient Smartphone-based Human Activity Recognition Models
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz
A Learning Machine with a Bit-Based Hypothesis Space
2013-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression
2013-01-01 L., Ghelardoni; Ghio, Alessandro; Anguita, Davide
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
Out-of-Sample Error Estimation: The Blessing of High Dimensionality
2014-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Ortiz, Jorge Luis Reyes; Anguita, Davide
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption
2014-01-01 Coraddu, Andrea; Figari, Massimo; Ghio, Alessandro; Oneto, Luca; Savio, Stefano
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity
2014-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities
2014-01-01 Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Nested Sequential Minimal Optimization for Support Vector Machine | 1-gen-2012 | Ghio, Alessandro; Anguita, Davide; Oneto, Luca; Ridella, Sandro; C., Schatten | |
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 | |
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines | 1-gen-2012 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
Smart underwater wireless sensor networks | 1-gen-2012 | Ghelardoni, Luca; Ghio, Alessandro; Anguita, Davide | |
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine | 1-gen-2012 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
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 | |
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 | |
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
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 Heuristic Approach to Model Selection for Online Support Vector Machines | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Lawal, ISAH ABDULLAHI; Oneto, Luca | |
Training Computationally Efficient Smartphone-based Human Activity Recognition Models | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; J. L., Reyes Ortiz | |
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; X., Parra; L., Reyes Ortiz | |
A Learning Machine with a Bit-Based Hypothesis Space | 1-gen-2013 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression | 1-gen-2013 | L., Ghelardoni; Ghio, Alessandro; Anguita, Davide | |
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 | |
Out-of-Sample Error Estimation: The Blessing of High Dimensionality | 1-gen-2014 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Ortiz, Jorge Luis Reyes; Anguita, Davide | |
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption | 1-gen-2014 | Coraddu, Andrea; Figari, Massimo; Ghio, Alessandro; Oneto, Luca; Savio, Stefano | |
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity | 1-gen-2014 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro | |
Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities | 1-gen-2014 | Anguita, Davide; Ghio, Alessandro; Oneto, Luca; Ridella, Sandro |
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