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Luca Oneto
Luca Oneto
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Year
A public domain dataset for human activity recognition using smartphones
D Anguita, A Ghio, L Oneto, X Parra Perez, JL Reyes Ortiz
Proceedings of the 21th international European symposium on artificialá…, 2013
18372013
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
10122012
Transition-aware human activity recognition using smartphones
JL Reyes-Ortiz, L Oneto, A SamÓ, X Parra, D Anguita
Neurocomputing 171, 754-767, 2016
6002016
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
3332018
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
2412015
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
2182013
The ‘K’in K-fold cross validation
D Anguita, L Ghelardoni, A Ghio, L Oneto, S Ridella
20th European Symposium on Artificial Neural Networks, Computationalá…, 2012
2152012
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
1682019
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
1582016
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
1482015
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
1262012
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
1182017
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
992016
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
952019
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
942018
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
842010
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
752017
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
European Conference on Technology Enhanced Learning, 352-366, 2015
732015
Fairness in machine learning
L Oneto, S Chiappa
Recent Trends in Learning From Data, 155-196, 2020
702020
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
702014
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