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GHIO, ALESSANDRO

GHIO, ALESSANDRO  

100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi  

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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