Alessandro Ghio
Alessandro Ghio
Email verificata su unige.it
TitoloCitata daAnno
Human activity recognition on smartphones using a multiclass hardware-friendly support vector machine
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
International workshop on ambient assisted living, 216-223, 2012
4272012
A public domain dataset for human activity recognition using smartphones.
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
ESANN, 2013
4122013
Energy efficient smartphone-based activity recognition using fixed-point arithmetic
D Anguita, A Ghio, L Oneto, FX Llanas Parra, JL Reyes Ortiz
Journal of universal computer science 19 (9), 1295-1314, 2013
1022013
Energy load forecasting using empirical mode decomposition and support vector regression.
L Ghelardoni, A Ghio, D Anguita
IEEE Trans. Smart Grid 4 (1), 549-556, 2013
942013
In-sample and out-of-sample model selection and error estimation for support vector machines
D Anguita, A Ghio, L Oneto, S Ridella
IEEE Transactions on Neural Networks and Learning Systems 23 (9), 1390-1406, 2012
922012
K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines.
D Anguita, A Ghio, S Ridella, D Sterpi
DMIN, 291-297, 2009
492009
A hardware-friendly support vector machine for embedded automotive applications
D Anguita, A Ghio, S Pischiutta, S Ridella
Neural Networks, 2007. IJCNN 2007. International Joint Conference on, 1360-1364, 2007
462007
A support vector machine with integer parameters
D Anguita, A Ghio, S Pischiutta, S Ridella
Neurocomputing 72 (1-3), 480-489, 2008
422008
Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory.
D Anguita, A Ghio, N Greco, L Oneto, S Ridella
IJCNN, 1-8, 2010
322010
The'K'in K-fold Cross Validation.
D Anguita, L Ghelardoni, A Ghio, L Oneto, S Ridella
ESANN, 2012
312012
A FPGA core generator for embedded classification systems
D Anguita, L Carlino, A Ghio, S Ridella
Journal of Circuits, Systems, and Computers 20 (02), 263-282, 2011
302011
Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments.
JL Reyes-Ortiz, A Ghio, X Parra, D Anguita, J Cabestany, A Catala
ESANN, 2013
292013
Advances in learning analytics and educational data mining
M Vahdat, A Ghio, L Oneto, D Anguita, M Funk, M Rauterberg
Proc. of ESANN2015, 297-306, 2015
282015
Machine learning approaches for improving condition-based maintenance of naval propulsion plants
A Coraddu, L Oneto, A Ghio, S Savio, D Anguita, M Figari
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of…, 2016
272016
In-sample model selection for Support Vector Machines.
D Anguita, A Ghio, L Oneto, S Ridella
IJCNN, 1154-1161, 2011
252011
Fully empirical and data-dependent stability-based bounds
L Oneto, A Ghio, S Ridella, D Anguita
IEEE transactions on cybernetics 45 (9), 1913-1926, 2015
242015
Local rademacher complexity: Sharper risk bounds with and without unlabeled samples
L Oneto, A Ghio, S Ridella, D Anguita
Neural Networks 65, 115-125, 2015
212015
Human activity recognition on smartphones with awareness of basic activities and postural transitions
JL Reyes-Ortiz, L Oneto, A Ghio, A Sam, D Anguita, X Parra
International Conference on Artificial Neural Networks, 177-184, 2014
212014
Selecting the hypothesis space for improving the generalization ability of support vector machines
D Anguita, A Ghio, L Oneto, S Ridella
Neural Networks (IJCNN), The 2011 International Joint Conference on, 1169-1176, 2011
212011
A Support Vector Machine based pedestrian recognition system on resource-limited hardware architectures
A Ghio, S Pischiutta
Research in Microelectronics and Electronics Conference, 2007. PRIME 2007…, 2007
212007
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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