Luca Oneto
Luca Oneto
Verified email at unige.it - Homepage
TitleCited byYear
A public domain dataset for human activity recognition using smartphones.
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
Esann, 2013
6562013
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
5672012
Transition-aware human activity recognition using smartphones
JL Reyes-Ortiz, L Oneto, A SamÓ, X Parra, D Anguita
Neurocomputing 171, 754-767, 2016
2532016
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
1552015
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
1352013
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
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
672016
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
662015
Empirical risk minimization under fairness constraints
M Donini, L Oneto, S Ben-David, JS Shawe-Taylor, M Pontil
Advances in Neural Information Processing Systems, 2791-2801, 2018
552018
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 ofá…, 2016
552016
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 recognition on smartphones with awareness of basic activities and postural transitions
JL Reyes-Ortiz, L Oneto, A Ghio, A Samß, D Anguita, X Parra
International conference on artificial neural networks, 177-184, 2014
362014
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 learning analytics approach to correlate the academic achievements of students with interaction data from an educational simulator
M Vahdat, L Oneto, D Anguita, M Funk, M Rauterberg
Design for teaching and learning in a networked world, 352-366, 2015
292015
Train delay prediction systems: a big data analytics perspective
L Oneto, E Fumeo, G Clerico, R Canepa, F Papa, C Dambra, N Mazzino, ...
Big data research 11, 54-64, 2018
282018
Tikhonov, Ivanov and Morozov regularization for support vector machine learning
L Oneto, S Ridella, D Anguita
Machine Learning 103 (1), 103-136, 2016
282016
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
Vessels fuel consumption forecast and trim optimisation: a data analytics perspective
A Coraddu, L Oneto, F Baldi, D Anguita
Ocean Engineering 130, 351-370, 2017
262017
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
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Articles 1–20