Category
Non-parametric statistics
Related publications (375)
Sparsely Observed Functional Time Series: Theory and Applications
Functional time series is a temporally ordered sequence of not necessarily independent random curves. While the statistical analysis of such data has been traditionally carried out under the assumption of completely observed functional data, it may well ha ...
EPFL2021MATHICSE Technical Report : Density estimation in RKHS with application to Korobov spaces in high dimensions
Fabio Nobile, Yoshihito Kazashi
A kernel method for estimating a probability density function (pdf) from an i.i.d. sample drawn from such density is presented. Our estimator is a linear combination of kernel functions, the coefficients of which are determined by a linear equation. An err ...
MATHICSE2021A Study on MoS2 Nanolayer Coated Etched Fiber Bragg Grating Strain Sensor
In this paper, we report on the comprehensive study on Molybdenum disulfide (MoS2) nanolayer coated etched Fiber Bragg Grating (eFBG) strain sensor. MoS2 nanolayer is coated using Physical Vapor Deposition (PVD) of Molybdenum (Mo) on eFBGs followed by sulf ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021Experimental assessment of traffic density estimation at link and network level with sparse data
Nikolaos Geroliminis, Anna Takayasu
This paper investigates the accuracy of mean density estimation from direct sensing at link and network levels. Different calculation methods are compared depending on sensor type, probe vehicles or loop detectors, and availability to quantify the magnitud ...
TAYLOR & FRANCIS LTD2021Smart Armband with Graphene Textile Electrodes for EMG-based Muscle Fatigue Monitoring
We report the successful acquisition of surface electromyography (sEMG) signals from an intelligent armband and its application in localized muscle fatigue monitoring with a costume-designed, small-scale front-end readout circuitry. The correlation coeffic ...
IEEE2021Utterance Verification-Based Dysarthric Speech Intelligibility Assessment Using Phonetic Posterior Features
Mathew Magimai Doss, Julian David Fritsch
In the literature, the task of dysarthric speech intelligibility assessment has been approached through development of different low-level feature representations, subspace modeling, phone confidence estimation or measurement of automatic speech recognitio ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021Gaussian Process Regression for Materials and Molecules
Michele Ceriotti, David Mark Wilkins
We provide an introduction to Gaussian process regression (GPR) machinelearning methods in computational materials science and chemistry. The focus of the present review is on the regression of atomistic properties: in particular, on the construction of in ...
AMER CHEMICAL SOC2021Geodesic Distance on Optimally Regularized Functional Connectomes Uncovers Individual Fingerprints
Background: Functional connectomes (FCs) have been shown to provide a reproducible individual fingerprint, which has opened the possibility of personalized medicine for neuro/psychiatric disorders. Thus, developing accurate ways to compare FCs is essential ...
MARY ANN LIEBERT, INC2021Behind electrochromic glazing: Assessing user's perception of glare from the sun in a controlled environment
Jan Wienold, Caroline Karmann, Sneha Jain
The adaptable transmittance of electrochromic glazing allows to control the solar radiation entering buildings, yet the level of transmittance needed to protect from glare is still an unanswered question. To bridge this gap, this study evaluates the level ...
2021Probabilistic Symbol Sequence Matching and its Application to Pathological Speech Intelligibility Assessment
Matching of a test signal to a reference word hypothesis forms the core of many speech processing problems, including objective speech intelligibility assessment. This paper first shows that the comparison of two speech signals can be formulated as matchin ...
Idiap2021