Emiliano Torre

Data-driven polynomial chaos expansion for machine learning regression

Emiliano Torre, Stefano Marelli, Paul Embrechts et al. · Journal of Computational Physics · 2019 · 151 citations · Full text

Engineering, Machine Learning, Data Science +5

A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas

Emiliano Torre, Stefano Marelli, Paul Embrechts et al. · Probabilistic Engineering Mechanics · 2018 · 113 citations · Full text

Vine Copulas, Engineering, Uncertainty Management +13

Statistical evaluation of synchronous spike patterns extracted by frequent item set mining

Emiliano Torre, David Picado-Muiño, Michael Denker et al. · Frontiers in Computational Neuroscience · 2013 · 55 citations · Full text

Engineering, Pattern Discovery, Pattern Mining +16

Synchronous Spike Patterns in Macaque Motor Cortex during an Instructed-Delay Reach-to-Grasp Task

Emiliano Torre, Pietro Quaglio, Michael Denker et al. · Journal of Neuroscience · 2016 · 51 citations · Full text

Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE

Pietro Quaglio, Alper Yegenoglu, Emiliano Torre et al. · Frontiers in Computational Neuroscience · 2017 · 42 citations · Full text

Engineering, Neural Recoding, Parallel Pattern Recognition +16