61 citations · 118 across the 23 of their papers we have counts for
6 papers · 1 filter
Computing Individual Risks based on Family History in Genetic Disease in the Presence of Competing Risks
G Nuel, Antoine Lefebvre, O Bouaziz
When considering a genetic disease with variable age at onset (ex: diabetes , familial amyloid neuropathy, cancers, etc.), computing the individual risk of the disease based on fam…
Fixed effects selection in the linear mixed-effects model using adaptive ridge procedure for L0 penalty performance
Eric Adjakossa, Grégory Nuel
This paper is concerned with the selection of fixed effects along with the estimation of fixed effects, random effects and variance components in the linear mixed-effects model. We…
Calibration of a two-state pitch-wise HMM method for note segmentation in Automatic Music Transcription systems
Dorian Cazau, Yuancheng Wang, Olivier Adam +2
Many methods for automatic music transcription involves a multi-pitch estimation method that estimates an activity score for each pitch. A second processing step, called note segme…
Investigation on the use of Hidden-Markov Models in automatic transcription of music
D. Cazau, G. Nuel
Hidden Markov Models (HMMs) are a ubiquitous tool to model time series data, and have been widely used in two main tasks of Automatic Music Transcription (AMT): note segmentation,…
Understanding the Probabilistic Latent Component Analysis Framework
D. Cazau, G. Nuel
Probabilistic Component Latent Analysis (PLCA) is a statistical modeling method for feature extraction from non-negative data. It has been fruitfully applied to various research fi…
Profiled deviance for the multivariate linear mixed-effects model fitting
Eric Adjakossa, Grégory Nuel
This paper focuses on the multivariate linear mixed-effects model, including all the correlations between the random effects when the marginal residual terms are assumed uncorrelat…