Articles with public access mandates - Luca OnetoLearn more
Not available anywhere: 16
Advanced analytics for train delay prediction systems by including exogenous weather data
L Oneto, E Fumeo, G Clerico, R Canepa, F Papa, C Dambra, N Mazzino, ...
2016 IEEE international conference on data science and advanced analytics …, 2016
Mandates: European Commission
Large-scale railway networks train movements: a dynamic, interpretable, and robust hybrid data analytics system
A Lulli, L Oneto, R Canepa, S Petralli, D Anguita
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
Mandates: European Commission
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
L Oneto, N Navarin, B Biggio, F Errica, A Micheli, F Scarselli, M Bianchini, ...
Neurocomputing 493, 217-243, 2022
Mandates: European Commission
A dynamic, interpretable, and robust hybrid data analytics system for train movements in large-scale railway networks
L Oneto, I Buselli, A Lulli, R Canepa, S Petralli, D Anguita
International Journal of Data Science and Analytics 9, 95-111, 2020
Mandates: European Commission
Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems
L Oneto, I Orlandi, D Anguita
2015 IEEE International Conference on Big Data (Big Data), 1436-1445, 2015
Mandates: Government of Italy
Accuracy and intrusiveness in data-driven violin players skill levels prediction: Mocap against myo against kinect
V D’Amato, E Volta, L Oneto, G Volpe, A Camurri, D Anguita
Advances in Computational Intelligence: 16th International Work-Conference …, 2021
Mandates: European Commission
Deep learning for the generation of heuristics in answer set programming: A case study of graph coloring
C Dodaro, D Ilardi, L Oneto, F Ricca
International Conference on Logic Programming and Nonmonotonic Reasoning …, 2022
Mandates: Government of Italy
Keep it simple: handcrafting Feature and tuning Random Forests and XGBoost to face the affective Movement Recognition Challenge 2021
V D'Amato, L Oneto, A Camurri, D Anguita
2021 9th International Conference on Affective Computing and Intelligent …, 2021
Mandates: European Commission
Learning fair models and representations
L Oneto
Intelligenza Artificiale 14 (1), 151-178, 2020
Mandates: European Commission
Simple non regressive informed machine learning model for prescriptive maintenance of track circuits in a subway environment
A Garrone, S Minisi, L Oneto, C Dambra, M Borinato, P Sanetti, G Vignola, ...
International Conference on System-Integrated Intelligence, 74-83, 2022
Mandates: European Commission
Improving railway maintenance actions with big data and distributed ledger technologies
R Spigolon, L Oneto, D Anastasovski, N Fabrizio, M Swiatek, R Canepa, ...
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
Mandates: European Commission
Restoration time prediction in large scale railway networks: Big data and interpretability
L Oneto, I Buselli, P Sanetti, R Canepa, S Petralli, D Anguita
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
Mandates: European Commission
Big data analytics for train delay prediction: A case study in the Italian railway network
E Fumeo, L Oneto, G Clerico, R Canepa, F Papa, C Dambra, N Mazzino, ...
Innovative Applications of Big Data in the Railway Industry, 320-348, 2018
Mandates: European Commission
Train overtaking prediction in railway networks: a big data perspective
L Oneto, I Buselli, A Lulli, R Canepa, S Petralli, D Anguita
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
Mandates: European Commission
A Design by Optimisation Approach for Hybrid Propulsion Systems Sizing Using Actual Sailing Profiles
NI Vasilikis, R Geertsma, L Oneto, A Coraddu
International Conference on Offshore Mechanics and Arctic Engineering 87820 …, 2024
Mandates: Netherlands Organisation for Scientific Research
Power Demand Forecasting for a Hybrid Marine Energy System with Shallow and Deep Learning
JM Walker, A Coraddu, L Oneto
OCEANS 2024-Singapore, 1-8, 2024
Mandates: Netherlands Organisation for Scientific Research
Available somewhere: 29
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
Mandates: UK Engineering and Physical Sciences Research Council
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
Mandates: European Commission
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
Mandates: European Commission
Taking advantage of multitask learning for fair classification
L Oneto, M Doninini, A Elders, M Pontil
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 227-237, 2019
Mandates: UK Engineering and Physical Sciences Research Council
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