Xiaoli Fern.

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Xiaoli Fern

Title
Professor
Organizations
Electrical Engineering and Computer Science
Office Phone
(541) 737-2557
Fax
(541) 737-1300
Address

3073 Kelley Engineering Center
Corvallis, OR 97331
United States

About

Biography

Xiaoli Fern is an associate professor of computer science at Oregon State University. She received her Ph.D. (2005) in computer engineering from Purdue University and her M.S. (2000) and B.S. (1997) degrees from Shanghai Jiao Tong University. Her research interests are in machine learning and data mining, specifically in the area of unsupervised learning, including clustering, correlation analysis, dimension reduction, outlier detection and frequent pattern mining. She is particularly interested in scientific applications of data mining and is an active faculty member of the IGERT Ecosystem Informatics program at OSU.

Degrees

Ph.D., Computer Engineering, ECE, Purdue University, 2005
M.S., Shanghai Jiao Tong Univ., Shanghai, China 2000
B.S., Automation, Shanghai Jiao Tong University, Shanghai, China 2000

Awards/Accolades

2025 Collaborative Research Award
2011 NSF CAREER Award

Documents

Research

Research Interests

Applied machine learning, graph learning, explainability in machine learning, and machine learning for microbiome.

Research Groups

Research Website

Labs

Publications

Podcasts

Episode 2
Sea and sky
Xiaoli Fern, associate professor in computer science, explains how she and her team are using machine learning and bird song recordings to help biologists track bird…