Michael Kirby

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	All	Since 2015
Citations	11624	3501
h-index	29	19
i10-index	59	36

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Lawrence SirovichRockefeller UniversityVerified email at rockefeller.edu
J. Ross BeveridgeProfessor of Computer Science, Colorado State UniversityVerified email at cs.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
Markus AnderleSalesforceVerified email at salesforce.com
David BroomheadProfessor of Applied Mathematics, University of ManchesterVerified email at Manchester.ac.uk
Timothy MarrinanUniversity of MonsVerified email at umons.ac.be
Patrick D. ShipmanDepartment 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'HaraUber ATGVerified email at uber.com
Henry AdamsProfessor of Mathematics, Colorado State UniversityVerified email at math.colostate.edu
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
Paul NewtonProfessor of Engineering and Applied Mathematics, University of Southern CaliforniaVerified email at usc.edu

Michael Kirby

Professor of Mathematics, Colorado State University

Verified email at rams.colostate.edu - Homepage

Geometric Data Analysis Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	3722	1990
Low-dimensional procedure for the characterization of human faces L Sirovich, M Kirby Josa a 4 (3), 519-524, 1987	3143	1987
Principal manifolds and nonlinear dimensionality reduction via tangent space alignment Z Zhang, H Zha SIAM journal on scientific computing 26 (1), 313-338, 2004	2046	2004
Geometric data analysis: an empirical approach to dimensionality reduction and the study of patterns M Kirby John Wiley & Sons, Inc., 2000	389	2000
Persistence images: A stable vector representation of persistent homology H Adams, T Emerson, M Kirby, R Neville, C Peterson, P Shipman, ... The Journal of Machine Learning Research 18 (1), 218-252, 2017	220	2017
Action classification on product manifolds YM Lui, JR Beveridge, M Kirby 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	147	2010
Circular nodes in neural networks MJ Kirby, R Miranda Neural Computation 8 (2), 390-402, 1996	96	1996
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	95	1990
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 (19), 218613, 2005	84	2005
A new approach to dimensionality reduction: Theory and algorithms DS Broomhead, M Kirby SIAM Journal on Applied Mathematics 60 (6), 2114-2142, 2000	83	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	75	2006
Low-dimensional procedure for the characterization of human faces M Kirby, L Sirovich Optical Society of America 4 (3), 519-524, 1987	62	1987
Reconstructing phase space from PDE simulations M Kirby, D Armbruster Zeitschrift für angewandte Mathematik und Physik ZAMP 43 (6), 999-1022, 1992	60	1992
The Whitney Reduction Network: A method for computing autoassociative graphs DS Broomhead, MJ Kirby Neural Computation 13 (11), 2595-2616, 2001	55	2001
Minimal dynamical systems from PDEs using Sobolev eigenfunctions M Kirby Physica D: Nonlinear Phenomena 57 (3-4), 466-475, 1992	54	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	54	1990
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	50	2008
Which biomarkers reveal neonatal sepsis? K Wang, V Bhandari, S Chepustanova, G Huber, O Stephen, SO Corey, ... PloS one 8 (12), e82700, 2013	45	2013
A model problem in the representation of digital image sequences M Kirby, F Weisser, G Dangelmayr Pattern Recognition 26 (1), 63-73, 1993	44	1993
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	39	2014

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