Sfoglia per Autore
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Machine learning for wear forecasting of naval assets for condition-based maintenance applications
2015-01-01 Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Figari, Massimo; Anguita, Davide
Fast convergence of extended Rademacher Complexity bounds
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Vessel monitoring based on sensors data collection
2015-01-01 Coraddu, Andrea; Cleophas, Toine; Ivancsics, Sandor; Oneto, Luca
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
Advances in Learning Analytics and Educational Data Mining
2015-01-01 Vahdat, Mehrnoosh; Ghio, Alessandro; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters
2015-01-01 Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide
A learning analytics approach to correlate the academic achievements of students with interaction data from an educational simulator
2015-01-01 Vahdat, Mehrnoosh; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias
Sentic Computing for Social Network Analysis
2016-01-01 Bisio, F.; Oneto, L.; Cambria, E.
A local Vapnik-Chervonenkis complexity
2016-01-01 Oneto, Luca; Anguita, Davide; Ridella, Sandro
PAC-bayesian analysis of distribution dependent priors: Tighter risk bounds and stability analysis
2016-01-01 Oneto, Luca; Anguita, Davide; Ridella, Sandro
Advanced analytics for train delay prediction systems by including exogenous weather data
2016-01-01 Oneto, Luca; Fumeo, Emanuele; Clerico, Giorgio; Canepa, Renzo; Papa, Federico; Dambra, Carlo; Mazzino, Nadia; Anguita, Davide
Measuring the expressivity of graph kernels through the rademacher complexity
2016-01-01 Oneto, Luca; Navarin, Nicolò; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
Random forests model selection
2016-01-01 Orlandi, Ilenia; Oneto, Luca; Anguita, Davide
Statistical Learning Theory and ELM for Big Social Data Analysis
2016-01-01 Oneto, Luca; Bisio, Federica; Cambria, Erik; Anguita, Davide
Quantum computing and supervised machine learning: Training, model selection, and error estimation
2016-01-01 Oneto, L.; Ridella, S.; Anguita, D.
Machine learning approaches for improving condition-based maintenance of naval propulsion plants
2016-01-01 Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Anguita, Davide; Figari, Massimo
Transition-Aware Human Activity Recognition Using Smartphones
2016-01-01 Reyes-Ortiz, Jorge-L.; Oneto, Luca; Samà, Albert; Parra, Xavier; Anguita, Davide
Semi-supervised Learning for Affective Common-Sense Reasoning
2016-01-01 Oneto, Luca; Bisio, Federica; Cambria, Erik; Anguita, Davide
Vessel monitoring and design in industry 4.0: A data driven perspective
2016-01-01 Oneto, Luca; Anguita, Davide; Coraddu, Andrea; Cleophas, Toine; Xepapa, Katerina
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
Machine learning for wear forecasting of naval assets for condition-based maintenance applications | 1-gen-2015 | Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Figari, Massimo; Anguita, Davide | |
Fast convergence of extended Rademacher Complexity bounds | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
Vessel monitoring based on sensors data collection | 1-gen-2015 | Coraddu, Andrea; Cleophas, Toine; Ivancsics, Sandor; Oneto, Luca | |
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
Advances in Learning Analytics and Educational Data Mining | 1-gen-2015 | Vahdat, Mehrnoosh; Ghio, Alessandro; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias | |
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters | 1-gen-2015 | Oneto, Luca; Ghio, Alessandro; Ridella, Sandro; Anguita, Davide | |
A learning analytics approach to correlate the academic achievements of students with interaction data from an educational simulator | 1-gen-2015 | Vahdat, Mehrnoosh; Oneto, Luca; Anguita, Davide; Funk, Mathias; Rauterberg, Matthias | |
Sentic Computing for Social Network Analysis | 1-gen-2016 | Bisio, F.; Oneto, L.; Cambria, E. | |
A local Vapnik-Chervonenkis complexity | 1-gen-2016 | Oneto, Luca; Anguita, Davide; Ridella, Sandro | |
PAC-bayesian analysis of distribution dependent priors: Tighter risk bounds and stability analysis | 1-gen-2016 | Oneto, Luca; Anguita, Davide; Ridella, Sandro | |
Advanced analytics for train delay prediction systems by including exogenous weather data | 1-gen-2016 | Oneto, Luca; Fumeo, Emanuele; Clerico, Giorgio; Canepa, Renzo; Papa, Federico; Dambra, Carlo; Mazzino, Nadia; Anguita, Davide | |
Measuring the expressivity of graph kernels through the rademacher complexity | 1-gen-2016 | Oneto, Luca; Navarin, Nicolò; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide | |
Random forests model selection | 1-gen-2016 | Orlandi, Ilenia; Oneto, Luca; Anguita, Davide | |
Statistical Learning Theory and ELM for Big Social Data Analysis | 1-gen-2016 | Oneto, Luca; Bisio, Federica; Cambria, Erik; Anguita, Davide | |
Quantum computing and supervised machine learning: Training, model selection, and error estimation | 1-gen-2016 | Oneto, L.; Ridella, S.; Anguita, D. | |
Machine learning approaches for improving condition-based maintenance of naval propulsion plants | 1-gen-2016 | Coraddu, Andrea; Oneto, Luca; Ghio, Alessandro; Savio, Stefano; Anguita, Davide; Figari, Massimo | |
Transition-Aware Human Activity Recognition Using Smartphones | 1-gen-2016 | Reyes-Ortiz, Jorge-L.; Oneto, Luca; Samà, Albert; Parra, Xavier; Anguita, Davide | |
Semi-supervised Learning for Affective Common-Sense Reasoning | 1-gen-2016 | Oneto, Luca; Bisio, Federica; Cambria, Erik; Anguita, Davide | |
Vessel monitoring and design in industry 4.0: A data driven perspective | 1-gen-2016 | Oneto, Luca; Anguita, Davide; Coraddu, Andrea; Cleophas, Toine; Xepapa, Katerina |
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