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Luca Oneto
Luca Oneto
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Title
Cited by
Cited by
Year
A public domain dataset for human activity recognition using smartphones.
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
Esann 3, 3, 2013
19122013
Human activity recognition on smartphones using a multiclass hardware-friendly support vector machine
D Anguita, A Ghio, L Oneto, X Parra, JL Reyes-Ortiz
Ambient Assisted Living and Home Care: 4th International Workshop, IWAALá…, 2012
10222012
Transition-aware human activity recognition using smartphones
JL Reyes-Ortiz, L Oneto, A SamÓ, X Parra, D Anguita
Neurocomputing 171, 754-767, 2016
6112016
Empirical risk minimization under fairness constraints
M Donini, L Oneto, S Ben-David, JS Shawe-Taylor, M Pontil
Advances in neural information processing systems 31, 2018
3472018
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
2482015
The'K'in K-fold Cross Validation.
D Anguita, L Ghelardoni, A Ghio, L Oneto, S Ridella
ESANN, 441-446, 2012
2292012
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
2212013
Technical analysis and sentiment embeddings for market trend prediction
A Picasso, S Merello, Y Ma, L Oneto, E Cambria
Expert Systems with Applications 135, 60-70, 2019
1832019
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
1642016
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
1502015
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
1282012
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
1222017
Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
A Coraddu, L Oneto, F Baldi, F Cipollini, M Atlar, S Savio
Ocean Engineering 186, 106063, 2019
1092019
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
1032016
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
1012018
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
922010
Dynamic delay predictions for large-scale railway networks: Deep and shallow extreme learning machines tuned via thresholdout
L Oneto, E Fumeo, G Clerico, R Canepa, F Papa, C Dambra, N Mazzino, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (10), 2754-2767, 2017
802017
Fairness in machine learning
L Oneto, S Chiappa
Recent trends in learning from data: Tutorials from the inns big data andá…, 2020
772020
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: 10th Europeaná…, 2015
752015
Tikhonov, Ivanov and Morozov regularization for support vector machine learning
L Oneto, S Ridella, D Anguita
Machine Learning 103, 103-136, 2016
702016
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