Alessandro Ghio
Alessandro Ghio
Email verificata su unige.it
TitoloCitata daAnno
A public domain dataset for human activity recognition using smartphones.
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
Esann, 2013
6522013
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
5612012
Energy Efficient Smartphone-Based Activity Recognition using Fixed-Point Arithmetic.
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
J. UCS 19 (9), 1295-1314, 2013
1342013
Energy load forecasting using empirical mode decomposition and support vector regression
L Ghelardoni, A Ghio, D Anguita
IEEE Transactions on Smart Grid 4 (1), 549-556, 2013
1222013
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
1052012
K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines.
D Anguita, A Ghio, S Ridella, D Sterpi
DMIN, 291-297, 2009
602009
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
552016
A hardware-friendly support vector machine for embedded automotive applications
D Anguita, A Ghio, S Pischiutta, S Ridella
2007 international joint conference on neural networks, 1360-1364, 2007
522007
A support vector machine with integer parameters
D Anguita, A Ghio, S Pischiutta, S Ridella
Neurocomputing 72 (1-3), 480-489, 2008
432008
The'K'in K-fold Cross Validation.
D Anguita, L Ghelardoni, A Ghio, L Oneto, S Ridella
ESANN, 2012
412012
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
402015
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
402013
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
352014
Model selection for support vector machines: Advantages and disadvantages of the machine learning theory
D Anguita, A Ghio, N Greco, L Oneto, S Ridella
The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010
342010
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
322011
Accounting harmonization in the BRIC countries: A common path?
A Ghio, R Verona
Accounting Forum 39 (2), 121-139, 2015
282015
In-sample model selection for support vector machines
D Anguita, A Ghio, L Oneto, S Ridella
The 2011 International Joint Conference on Neural Networks, 1154-1161, 2011
272011
Fully empirical and data-dependent stability-based bounds
L Oneto, A Ghio, S Ridella, D Anguita
IEEE transactions on cybernetics 45 (9), 1913-1926, 2014
262014
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
242015
The impact of unlabeled patterns in rademacher complexity theory for kernel classifiers
L Oneto, D Anguita, A Ghio, S Ridella
Advances in Neural information processing systems, 585-593, 2011
222011
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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