Carleton College
Professor of Computer Science
Zs Associates 1994 - 1996
Consultant
Education:
University of Wisconsin - Madison 1994 - 2010
Doctorates, Doctor of Philosophy
Michigan State University 1988 - 1992
Bachelors, Bachelor of Science, Physics
Skills:
Computer Science Latex Python Algorithms Machine Learning Programming Data Mining Statistics R Data Analysis Science
Olvi Mangasarian - Madison WI, US David Musicant - Burnsville MN, US
International Classification:
G06E001/00 G06E003/00 G06G007/00 G06F015/18
US Classification:
706/016000
Abstract:
A Lagrangian support vector machine solves problems having massive data sets (e.g., millions of sample points) by defining an input matrix representing a set of data having an input space with a dimension of n that corresponds to a number of features associated with the data set, generating a support vector machine to solve a system of linear equations corresponding to the input matrix with the system of linear equations defined by a positive definite matrix, and calculating a separating surface with the support vector machine to divide the set of data into two subsets of data
Olvi Mangasarian - Madison WI, US David Musicant - Burnsville MN, US
Assignee:
Wisconsin Alumni Research Foundation - Madison WI
International Classification:
G06F 15/18
US Classification:
706020000
Abstract:
A Lagrangian support vector machine solves problems having massive data sets (e.g., millions of sample points) by defining an input matrix representing a set of data having an input space with a dimension of n that corresponds to a number of features associated with the data set, generating a support vector machine to solve a system of linear equations corresponding to the input matrix with the system of linear equations defined by a positive definite matrix, and calculating a separating surface with the support vector machine to divide the set of data into two subsets of data
Dr. Musicant graduated from the Western Univ of Health Sciences College of Osteopathic Medicine of the Pacific in 1987. He works in Green Valley, AZ and 1 other location and specializes in Family Medicine. Dr. Musicant is affiliated with Carondelet St Marys Hospital and Tucson Medical Center.