Michael Kirby

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Lawrence SirovichRockefeller UniversityVerified email at rockefeller.edu
J. Ross BeveridgeProfessor of Computer Science, Colorado State UniversityVerified email at colostate.edu
Bruce DraperProfessor of Computer Science, Colorado State UniversityVerified email at cs.colostate.edu
Jen-Mei ChangMathematics and Statistics, California State University, Long BeachVerified email at csulb.edu
Charles Andersonprofessor of computer science, Colorado State University. Founder Pattern Exploration, LLC.Verified email at colostate.edu
Mark D. ShattuckProfessor of Physics, The City College of New YorkVerified email at ccny.cuny.edu
Patrick D. ShipmanDepartment of Mathematics, Colorado State UniversityVerified email at math.colostate.edu
Markus AnderleSalesforceVerified email at salesforce.com
David BroomheadProfessor of Applied Mathematics, University of ManchesterVerified email at Manchester.ac.uk
Timothy MarrinanPacific Northwest National LabVerified email at oregonstate.edu
Henry AdamsProfessor of Mathematics, Colorado State UniversityVerified email at math.colostate.edu
Yui Man LuiAssistant Professor of Mathematics and Computer Science, University of Central MissouriVerified email at ucmo.edu
Stephen O'HaraAurora InnovationVerified email at aurora.tech
Louis ScharfResearch Professor of Mathematics, Colorado State UniversityVerified email at engr.colostate.edu
Dieter ArmbrusterProfessor of Mathematics, Arizona State UniversityVerified email at asu.edu
Ignacio SantamariaProfessor, Electrical Engineering, University of CantabriaVerified email at unican.es
Slayden, richardColorado State UniversityVerified email at colostate.edu
Shawn MartinSandia National LaboratoriesVerified email at sandia.gov
Terry JonesComputer Scientist, Oak Ridge National LaboratoryVerified email at ornl.gov
Adriana ForeroThe Ohio State UniversityVerified email at osu.edu

Michael Kirby

Professor of Mathematics, Colorado State University

Verified email at rams.colostate.edu - Homepage

Geometric Data Analysis Optimization


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Application of the Karhunen-Loeve procedure for the characterization of human faces M Kirby, L Sirovich IEEE Transactions on Pattern analysis and Machine intelligence 12 (1), 103-108, 1990	3980	1990
Low-dimensional procedure for the characterization of human faces L Sirovich, M Kirby Josa a 4 (3), 519-524, 1987	3593	1987
Persistence images: A stable vector representation of persistent homology H Adams, T Emerson, M Kirby, R Neville, C Peterson, P Shipman, ... Journal of Machine Learning Research 18, 2017	552	2017
Geometric data analysis: an empirical approach to dimensionality reduction and the study of patterns M Kirby Wiley, 2001	421	2001
Action classification on product manifolds YM Lui, JR Beveridge, M Kirby 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	162	2010
An eigenfunction approach to large scale transitional structures in jet flow L Sirovich, M Kirby, M Winter Physics of Fluids A: Fluid Dynamics 2 (2), 127-136, 1990	103	1990
Circular nodes in neural networks MJ Kirby, R Miranda Neural Computation 8 (2), 390-402, 1996	95	1996
Feature selection and blind source separation in an EEG-based brain-computer interface DA Peterson, JN Knight, MJ Kirby, CW Anderson, MH Thaut EURASIP Journal on Advances in Signal Processing 2005, 1-13, 2005	92	2005
A new approach to dimensionality reduction: Theory and algorithms DS Broomhead, M Kirby SIAM Journal on Applied Mathematics 60 (6), 2114-2142, 2000	91	2000
Geometric subspace methods and time-delay embedding for EEG artifact removal and classification CW Anderson, JN Knight, T O'Connor, MJ Kirby, A Sokolov IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2 …, 2006	87	2006
Reconstructing phase space from PDE simulations M Kirby, D Armbruster Zeitschrift für angewandte Mathematik und Physik ZAMP 43, 999-1022, 1992	71	1992
A proper orthogonal decomposition of a simulated supersonic shear layer M Kirby, JP Boris, L Sirovich International journal for numerical methods in fluids 10 (4), 411-428, 1990	62	1990
Minimal dynamical systems from PDEs using Sobolev eigenfunctions M Kirby Physica D: Nonlinear Phenomena 57 (3-4), 466-475, 1992	59	1992
The Whitney Reduction Network: A method for computing autoassociative graphs DS Broomhead, MJ Kirby Neural Computation 13 (11), 2595-2616, 2001	57	2001
Which biomarkers reveal neonatal sepsis? K Wang, V Bhandari, S Chepustanova, G Huber, S O′ Hara, ... PloS one 8 (12), e82700, 2013	53	2013
A flag representation for finite collections of subspaces of mixed dimensions B Draper, M Kirby, J Marks, T Marrinan, C Peterson Linear Algebra and its Applications 451, 15-32, 2014	52	2014
Principal angles separate subject illumination spaces in YDB and CMU-PIE JR Beveridge, BA Draper, JM Chang, M Kirby, H Kley, C Peterson IEEE transactions on pattern analysis and machine intelligence 31 (2), 351-363, 2008	52	2008
Finding the subspace mean or median to fit your need T Marrinan, J Ross Beveridge, B Draper, M Kirby, C Peterson Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	50	2014
A model problem in the representation of digital image sequences M Kirby, F Weisser, G Dangelmayr Pattern Recognition 26 (1), 63-73, 1993	48	1993
Band selection in hyperspectral imagery using sparse support vector machines S Chepushtanova, C Gittins, M Kirby Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2014	38	2014

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