Publications associées à Multinomial logistic regression

Bio-inspired balance controller for a humanoid robot

Auke Ijspeert, Renaud Ronsse, Nicolas Benoît Dominique Van der Noot, François André Heremans

Humanoid robots are gaining much interest nowadays. This is partly motivated by the ability of such robots to replace humans in dangerous environments being specifically designed for humans, such as man-made or natural disaster scenarios. However, existing ...

Ieee2016

Likelihood estimators for multivariate extremes

Anthony Christopher Davison, Raphaël Huser

The main approach to inference for multivariate extremes consists in approximating the joint upper tail of the observations by a parametric family arising in the limit for extreme events. The latter may be expressed in terms of componentwise maxima, high t ...

Springer2016

Reduced Basis Approximation And A Posteriori Error Estimates For Parametrized Elliptic Eigenvalue Problems

Andrea Manzoni, Nicola Parolini

We develop a new reduced basis (RB) method for the rapid and reliable approximation of parametrized elliptic eigenvalue problems. The method hinges upon dual weighted residual type a posteriori error indicators which estimate, for any value of the paramete ...

Edp Sciences S A2016

Structured Prediction of 3D Human Pose with Deep Neural Networks

Pascal Fua, Mathieu Salzmann, Isinsu Katircioglu, Vincent Lepetit, Bugra Tekin

Most recent approaches to monocular 3D pose estimation rely on Deep Learning. They either train a Convolutional Neural Network to directly regress from image to 3D pose, which ignores the dependencies between human joints, or model these dependencies via a ...

2016

EMG Pattern Recognition Using Decomposition Techniques for Constructing Multiclass Classifiers

Christian Enz, Claudio Bruschini, Huaiqi Huang, Tao Li, Jörn Justiz

To improve the dexterity of multi-functional myoelectric prosthetic hand, more accurate hand gesture recognition based on surface electromyographic (sEMG) signal is needed. This paper evaluates two types of time-domain EMG features, one independent feature ...

IEEE2016

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

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

Specification of the cross-nested logit model with sampling of alternatives for route choice models

Michel Bierlaire, Xinjun Lai

We present an operational estimation procedure for the estimation of route choice multivariate extreme value (MEV) models based on sampling of alternatives. The procedure builds on the state-of-the-art literature, and in particular on recent methodological ...

Pergamon-Elsevier Science Ltd2015

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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Multinomial logistic regression

Bio-inspired balance controller for a humanoid robot

Likelihood estimators for multivariate extremes

Reduced Basis Approximation And A Posteriori Error Estimates For Parametrized Elliptic Eigenvalue Problems

Structured Prediction of 3D Human Pose with Deep Neural Networks

Deep(ly) Learning the Depth

EMG Pattern Recognition Using Decomposition Techniques for Constructing Multiclass Classifiers

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

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

Specification of the cross-nested logit model with sampling of alternatives for route choice models

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

Graph Chatbot

Chattez avec Graph Search

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

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

Specification of the cross-nested logit model with sampling of alternatives for route choice models

Likelihood estimators for multivariate extremes

Bio-inspired balance controller for a humanoid robot

Deep(ly) Learning the Depth

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

EMG Pattern Recognition Using Decomposition Techniques for Constructing Multiclass Classifiers

Reduced Basis Approximation And A Posteriori Error Estimates For Parametrized Elliptic Eigenvalue Problems

Structured Prediction of 3D Human Pose with Deep Neural Networks