Guochang Wang

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 5

Top Topics

Regression Model

Support Vector Machine Classifier

Data Preparation

Dimension Reduction

Top Venues

Comput. Stat. Data Anal.

Comput. Geosci.

J. Comput. Appl. Math.

Publications

Jian Xie, Jingwei Xu, Guochang Wang, Yuan Yao, Zenan Li, Chun Cao, Hanghang Tong
A Deep Learning Dataloader with Shared Data Preparation. NeurIPS (2022)
Wenjuan Hu, Jiaxian Guo, Guochang Wang, Baoxue Zhang
Weight fused functional sliced average variance estimation. Commun. Stat. Simul. Comput. 51 (9) (2022)
Guochang Wang, Baoxue Zhang, Wenhui Liao, Baojian Xie
Estimation of functional regression model via functional dimension reduction. J. Comput. Appl. Math. 379 (2020)
Guochang Wang, Xinyuan Song
Functional Sufficient Dimension Reduction for Functional Data Classification. J. Classif. 35 (2) (2018)
Guochang Wang
Dimension reduction in functional regression with categorical predictor. Comput. Stat. 32 (2) (2017)
Guochang Wang, Yan Zhou, Xiang-Nan Feng, Baoxue Zhang
The hybrid method of FSIR and FSAVE for functional effective dimension reduction. Comput. Stat. Data Anal. 91 (2015)
Guochang Wang, Timothy R. Carr, Yiwen Ju, Chaofeng Li
Identifying organic-rich Marcellus Shale lithofacies by support vector machine classifier in the Appalachian basin. Comput. Geosci. 64 (2014)
Guochang Wang, Nan Lin, Baoxue Zhang
Functional k-means inverse regression. Comput. Stat. Data Anal. 70 (2014)
Guochang Wang, Guojian Cheng, Timothy R. Carr
The application of improved NeuroEvolution of Augmenting Topologies neural network in Marcellus Shale lithofacies prediction. Comput. Geosci. 54 (2013)
Guochang Wang, Nan Lin, Baoxue Zhang
Functional contour regression. J. Multivar. Anal. 116 (2013)
Guochang Wang, Timothy R. Carr
Methodology of organic-rich shale lithofacies identification and prediction: A case study from Marcellus Shale in the Appalachian basin. Comput. Geosci. 49 (2012)
Guochang Wang, Nan Lin, Baoxue Zhang
Functional linear regression after spline transformation. Comput. Stat. Data Anal. 56 (3) (2012)