Publications related to Multilevel model

Model-based variables for the kinematic assessment of upper-extremity impairments in post-stroke patients

Background: Common scales for clinical evaluation of post-stroke upper-limb motor recovery are often complemented with kinematic parameters extracted from movement trajectories. However, there is no a general consensus on which parameters to use. Moreover, ...

Biomed Central Ltd2016

LeprojetCRUEX++

Fränz Zeimetz

Le projet CRUEX++ est la suite du projet CRUEX, initié une vigntaine d’année en arrière. Le but du projet est la détermination des crues extrêmes. Le projet CRUEX visait surtout une méthodologie PMP-PMF. De nombreux outils ont été développés et différents ...

2015

Location Choice With Longitudinal Wifi Data: Research Data

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Antonin Danalet, Loïc Tinguely

This document describes the softwares, data, models and raw results associated to: Danalet, A., Tinguely, L., Lapparent, M. d. and Bierlaire, M. (2016). Location choice with longitudinal WiFi data, Journal of Choice Modelling 18: 1–17. URL: https://dx.doi. ...

2015

A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Michael Lehning, Wolf Hendrik Huwald, Bettina Schaefli, Aurélien Gallice

Stream temperature is a hydrological factor which affects the habitat suitability of many aquatic species, and is therefore of great concern in the actual context of climate change. Its prediction in ungauged basins is usually based on statistical approach ...

2015

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Volkan Cevher, Jonathan Mark Scarlett, Yen-Huan Li

We consider the model selection consistency or sparsistency of a broad set of

\ell_1

-regularized

M

-estimators for linear and non-linear statistical models in a unified fashion. For this purpose, we propose the local structured smoothness condition (LSS ...

2015

Exploiting pedestrian WiFi traces for destination choice modeling

Loïc Tinguely

My master thesis proposes a general methodology to model pedestrian destination choice from WiFi localization in multimodal transport facilities (e.g., airports, railway stations). It is based on the output of [Danalet, A., B. Farooq and M. Bierlaire (2014 ...

2015

Heat demand estimation for different building types at regional scale considering building parameters and urban topography

François Maréchal, Jessen Page, Nils Christian Schüler, Alexandre Suzanne Jean-Marie Bertrand

This study aims towards an improved estimation of annual heat demand of the building stock for an entire region. This requires the holistic representation of aspects influencing the heat demand of buildings, namely their geometry, fabric, users and surroun ...

Elsevier2015

Locally Linear Neuro-Fuzzy Estimate of the Prosthetic Knee Angle and its Validation in a Robotic Simulator

Kamiar Aminian, Arash Arami, Natacha Vida Martins

Here we present a low-power magnetic measurement system based on only two Hall-effect elements and a permanent magnet integrated into a smart knee prosthesis to accurately measure knee flexion-extension. The smart prosthesis was tested in a robotic knee si ...

Institute of Electrical and Electronics Engineers2015

An inertial sensor calibration platform to estimate and select error models

Jan Skaloud, Stéphane Guerrier

A new open-source software platform that, among others, allows to select models for inertial sensor stochastic calibration is presented in this paper. This platform consists in a package included in the statistical software R. The identification of stochas ...

IEEE2015

Stream temperature prediction in ungauged basins: review of recent approaches and description of a new physics-derived statistical model

Michael Lehning, Marc Parlange, Bettina Schaefli, Aurélien Gallice

The development of stream temperature regression models at regional scales has regained some popularity over the past years. These models are used to predict stream temperature in ungauged catchments to assess the impact of human activities or climate chan ...

European Geosciences Union2015

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Model-based variables for the kinematic assessment of upper-extremity impairments in post-stroke patients

LeprojetCRUEX++

Location Choice With Longitudinal Wifi Data: Research Data

A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Exploiting pedestrian WiFi traces for destination choice modeling

Heat demand estimation for different building types at regional scale considering building parameters and urban topography

Locally Linear Neuro-Fuzzy Estimate of the Prosthetic Knee Angle and its Validation in a Robotic Simulator

An inertial sensor calibration platform to estimate and select error models

Stream temperature prediction in ungauged basins: review of recent approaches and description of a new physics-derived statistical model

An inertial sensor calibration platform to estimate and select error models

Location Choice With Longitudinal Wifi Data: Research Data

Model-based variables for the kinematic assessment of upper-extremity impairments in post-stroke patients

LeprojetCRUEX++

A New Analytical Model for the Prediction of Stream Temperature in Ungauged Basins

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Exploiting pedestrian WiFi traces for destination choice modeling

Heat demand estimation for different building types at regional scale considering building parameters and urban topography

Locally Linear Neuro-Fuzzy Estimate of the Prosthetic Knee Angle and its Validation in a Robotic Simulator

Stream temperature prediction in ungauged basins: review of recent approaches and description of a new physics-derived statistical model