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Patterns in sets of points: the myriad virtues of eigenproblems

This video was recorded at The Analysis of Patterns, Erice 2005. 2-"Patterns in sets of points: the myriad virtues of eigenproblems" :-) "In the second hour, one specific powerful type of optimization problem will be highlighted: the eigenvalue problem. A brief discussion of the computational aspects, and an overview of its applications in finding patterns in point sets will be provided. The talk will cover principal component analysis, canonical correlation analysis, Fisher's discriminant, partial least squares, and spectral clustering. We will emphasize connections between these algorithms where appropriate."

Keywords:: videolectures, ocwc, oec

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Science and Technology / Computer Science / Programming & Programming Languages

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Material Type:: Presentation
Date Added to MERLOT:: February 8, 2015
Date Modified in MERLOT:: February 8, 2015
Author:: Tijl De Bie, Department of Engineering Mathematics, University of Bristol
Submitter:: The Open Education Consortium
Primary Audience:: College General Ed, College Lower Division, College Upper Division
Technical Format:: Video

Mobile Compatibility:: Not specified at this time
Language:: English
Cost Involved:: No
Source Code Available:: No
Accessibility Information Available:: Unknown
Creative Commons:: This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States