Dan Knights

Dan Knights headshot

Dan Knights

Associate Professor, Department of Computer Science & Engineering

Contact

Molecular And Cellular Biology
Room 6-124
420 Washington Avenue Se
Minneapolis, MN 55455

Education

  • Ph.D. in Computer Science, University of Colorado (2012)
  • B.A. in Computer Science, Middlebury College (2001)

Biography

Knights Lab website

Research Interests

Knights' research interests are in developing and applying data mining and machine learning methods for feature extraction and predictive modeling with high-dimensional, noisy, and incomplete data. Much of his research has focused on using computational genomics to study the role of the microbiome in human health, including understanding the effects of industrialization on the human microbiome. This work continues, alongside more recent work focused on modeling sustainability of various practices in human civilization. In sustainability, Knights is interested in using predictive models to track greenhouse gas emissions and consumption of natural resources at the global level. The long-term goal of this work is to use data mining to identify changes that will make civilization more sustainable, and to share that information in ways that empower people and organizations to change their behavior.

Research areas
Bioinformatics and Computational Biology

Current research
Google Scholar

Honors and Awards