Department of Computer Science
\n2083 Academic Surge
\nUniversity of California
\nDavis, CA 95616<\/p>\n
Email: davidson at cs.ucdavis.edu
\nPhone: 530-752-5764<\/p>\n
Machine learning and data mining algorithm development with a focus on human in the loop style learning.<\/p>\n
We work on a variety of different learning settings such as learning to rank, clustering, transduction as well as data simplification. Most of our formulations are in typical mathematical programming frameworks but a growing interest is in formulations in constraint programming frameworks.<\/p>\n
With collaborators I work on applications of my work to areas of social importance such as\u00a0Neuroscience as well as demonstrative applications in text, social networks and images.<\/p>\n
For more details including publications please go to my home page<\/a><\/p>\n","protected":false},"excerpt":{"rendered":" Professor Ian Davidson Department of Computer Science 2083 Academic Surge University of California Davis, CA 95616 Email: davidson at cs.ucdavis.edu Phone: 530-752-5764 Research Machine learning and data mining algorithm development with a focus on human in the loop style learning. We work on a variety of different learning settings such \u2026 Continue reading