@Article{JICS-15-134, author = {Xin Liu and Chunzheng Cao}, title = {Classification with application to Functional Data based on Gaussian process}, journal = {Journal of Information and Computing Science}, year = {2020}, volume = {15}, number = {2}, pages = {134--140}, abstract = { In  this  paper,  we  briefly  introduce  four  methods  for  functional  classification.  To  compare  the effects of the four  models,  we  generate the data  from  Gaussian process based on a functional  mixed-effects model, square exponential kernel is used in random-effect term to describe the nonlinear structure of the data. The outcomes show that the two functional classification models have a better prediction correct rate than the two machine learning classification models. }, issn = {3080-180X}, doi = {https://doi.org/}, url = {http://global-sci.org/intro/article_detail/jics/22388.html} }