26 citations · 28 across the 3 of their papers we have counts for
3 papers
stat.ME2016
Sensible Functional Linear Discriminant Analysis
Lu-Hung Chen, Ci-Ren Jiang
The focus of this paper is to extend Fisher's linear discriminant analysis (LDA) to both densely re-corded functional data and sparsely observed longitudinal data for general -c…
stat.ME2015★ 26 cited
Multi-dimensional Functional Principal Component Analysis
Lu-Hung Chen, Ci-Ren Jiang
Functional principal component analysis is one of the most commonly employed approaches in functional and longitudinal data analysis and we extend it to analyze functional/longitud…
cs.LG2014★ 2 cited
Bayesian Fisher's Discriminant for Functional Data
Yao-Hsiang Yang, Lu-Hung Chen, Chieh-Chih Wang +1
We propose a Bayesian framework of Gaussian process in order to extend Fisher's discriminant to classify functional data such as spectra and images. The probability structure for o…