Luca Oneto
Luca Oneto
Email verificata su unige.it - Home page
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
Transition-aware human activity recognition using smartphones
JL Reyes-Ortiz, L Oneto, A Samà, X Parra, D Anguita
Neurocomputing 171, 754-767, 2016
1522016
Big data analytics in the cloud: Spark on hadoop vs mpi/openmp on beowulf
JL Reyes-Ortiz, L Oneto, D Anguita
Procedia Computer Science 53, 121-130, 2015
1122015
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
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
Statistical learning theory and ELM for big social data analysis
L Oneto, F Bisio, E Cambria, D Anguita
ieee CompUTATionAl inTelliGenCe mAGAzine 11 (3), 45-55, 2016
452016
Condition based maintenance in railway transportation systems based on big data streaming analysis
E Fumeo, L Oneto, D Anguita
Procedia Computer Science 53, 437-446, 2015
402015
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
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
Tikhonov, Ivanov and Morozov regularization for support vector machine learning
L Oneto, S Ridella, D Anguita
Machine Learning 103 (1), 103-136, 2016
232016
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 Samá, 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
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
202011
Global rademacher complexity bounds: From slow to fast convergence rates
L Oneto, A Ghio, S Ridella, D Anguita
Neural Processing Letters 43 (2), 567-602, 2016
182016
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20