Education:
- PhD in Computer Science, U. Missouri-Columbia
- MA in Statistics, U. Missouri-Columbia
- BS Mathematics, Shanghai Maritime University
Research interests:
Machine Learning and Data Mining Methods for Bioinformatics
Biography:
Jie Hou received his M.A. in Statistics in 2014, and his Ph.D. in Computer Science in 2019 from University of Missouri-Columbia. He earned his bachelor's degree in Mathematics from Shanghai Maritime University in 2012. His research is mainly focused on developing data-driven computational methods (particularly machine learning, deep learning, and computational optimization methods) for protein structure and function prediction. In addition, he is interested in developing data mining methods to analyze omics (i.e. RNA-seq transcriptomics and genomics) data to study genes and gene networks.
Courses
Show all| Spring 2022 | CSCI 4750 Machine Learning | R 4:10pm-6:55pm |
| Spring 2022 | CSCI 5750 Introduction to Machine Learning | R 4:10pm-6:55pm |
| Fall 2021 | CSCI 4750 Machine Learning | MWF 5:10pm-6:00pm |
| Fall 2021 | CSCI 5750 Introduction to Machine Learning | MWF 5:10pm-6:00pm |
| Fall 2021 | BCB 5300 Algorithms in Computational Biology | MWF 10:00am-10:50am |
