Michael Kirby - Publications

Affiliations: 
Colorado State University, Fort Collins, CO 
Area:
Mathematics

24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Karimov K, Kirby M, Peterson C. An algorithm for computing Schubert varieties of best fit with applications. Frontiers in Artificial Intelligence. 6: 1274830. PMID 38075384 DOI: 10.3389/frai.2023.1274830  0.326
2020 Álvarez-Vizoso J, Kirby M, Peterson C. Local eigenvalue decomposition for embedded Riemannian manifolds Linear Algebra and Its Applications. 604: 21-51. DOI: 10.1016/J.Laa.2020.06.006  0.369
2020 Álvarez-Vizoso J, Kirby M, Peterson C. Manifold curvature learning from hypersurface integral invariants Linear Algebra and Its Applications. 602: 179-205. DOI: 10.1016/J.Laa.2020.05.020  0.362
2019 Ma X, Aminian M, Kirby M. Error-adaptive modeling of streaming time-series data using radial basis functions Journal of Computational and Applied Mathematics. 362: 295-308. DOI: 10.1016/J.Cam.2018.10.056  0.362
2019 Ma X, Kirby M, Peterson C, Scharf L. Self-organizing mappings on the Grassmannian with applications to data analysis in high dimensions Neural Computing and Applications. 1-12. DOI: 10.1007/S00521-019-04444-X  0.387
2018 Arn R, Narayana P, Draper B, Emerson T, Kirby M, Peterson C. Motion Segmentation via Generalized Curvatures. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30222550 DOI: 10.1109/Tpami.2018.2869741  0.313
2017 Ziegelmeier L, Kirby M, Peterson C. Stratifying High-Dimensional Data Based on Proximity to the Convex Hull Boundary Siam Review. 59: 346-365. DOI: 10.1137/15M1047921  0.566
2017 Chepushtanova S, Kirby M. Sparse Grassmannian Embeddings for Hyperspectral Data Representation and Classification Ieee Geoscience and Remote Sensing Letters. 14: 434-438. DOI: 10.1109/Lgrs.2017.2648514  0.425
2016 Marrinan T, Beveridge JR, Draper B, Kirby M, Peterson C. Flag-based detection of weak gas signatures in long-wave infrared hyperspectral image sequences Proceedings of Spie - the International Society For Optical Engineering. 9840. DOI: 10.1117/12.2224117  0.307
2015 Bates DJ, Davis BR, Kirby M, Marks J, Peterson C. The max-length-vector line of best fit to a set of vector subspaces and an optimization problem over a set of hyperellipsoids Numerical Linear Algebra With Applications. 22: 453-464. DOI: 10.1002/Nla.1965  0.346
2014 Chepushtanova S, Gittins C, Kirby M. Band selection in hyperspectral imagery using sparse support vector machines Proceedings of Spie. 9088. DOI: 10.1117/12.2063812  0.326
2014 Draper B, Kirby M, Marks J, Marrinan T, Peterson C. A flag representation for finite collections of subspaces of mixed dimensions Linear Algebra and Its Applications. 451: 15-32. DOI: 10.1016/J.Laa.2014.03.022  0.391
2013 Wang K, Bhandari V, Chepustanova S, Huber G, O'Hara S, O'Hern CS, Shattuck MD, Kirby M. Which biomarkers reveal neonatal sepsis? Plos One. 8: e82700. PMID 24367543 DOI: 10.1371/Journal.Pone.0082700  0.329
2013 O'Hara S, Wang K, Slayden RA, Schenkel AR, Huber G, O'Hern CS, Shattuck MD, Kirby M. Iterative feature removal yields highly discriminative pathways. Bmc Genomics. 14: 832. PMID 24274115 DOI: 10.1186/1471-2164-14-832  0.389
2012 Chang J, Peterson C, Kirby M. Feature Patch Illumination Spaces and Karcher Compression for Face Recognition via Grassmannians Advances in Pure Mathematics. 2: 226-242. DOI: 10.4236/Apm.2012.24033  0.342
2009 Beveridge JR, Draper BA, Chang JM, Kirby M, Kley H, Peterson C. Principal angles separate subject illumination spaces in YDB and CMU-PIE. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 351-63. PMID 19110498 DOI: 10.1109/Tpami.2008.200  0.329
2007 Chang J, Kirby M, Peterson C. Set-to-Set Face Recognition Under Variations in Pose and Illumination The Bulletin of the Center For Children's Books. 1-6. DOI: 10.1109/Bcc.2007.4430554  0.398
2000 Broomhead DS, Kirby M. A new approach to dimensionality reduction: theory and algorithms Siam Journal On Applied Mathematics. 60: 2114-2142. DOI: 10.1137/S0036139998338583  0.326
2000 Martin S, Kirby M, Miranda R. Kernel/Feature Selection for Support Vector Machines Applied to Materials Design Ifac Proceedings Volumes. 33: 25-30. DOI: 10.1016/S1474-6670(17)36805-2  0.566
2000 Martin S, Kirby M, Miranda R. Symmetric Veronese classifiers with application to materials design Engineering Applications of Artificial Intelligence. 13: 513-520. DOI: 10.1016/S0952-1976(00)00030-0  0.566
1993 Kirby M, Weisser F, Dangelmayr G. A model problem in the representation of digital image sequences Pattern Recognition. 26: 63-73. DOI: 10.1016/0031-3203(93)90088-E  0.328
1990 Kirby M, Sirovich L. Application of the Karhunen-Loéve Procedure for the Characterization of Human Faces Ieee Transactions On Pattern Analysis and Machine Intelligence. 12: 103-108. DOI: 10.1109/34.41390  0.323
1990 Kirby M, Boris JP, Sirovich L. Proper orthogonal decomposition of a simulated supersonic shear layer International Journal For Numerical Methods in Fluids. 10: 411-428. DOI: 10.1002/Fld.1650100405  0.31
1987 Sirovich L, Kirby M. Low-dimensional procedure for the characterization of human faces. Journal of the Optical Society of America. a, Optics and Image Science. 4: 519-24. PMID 3572578 DOI: 10.1364/Josaa.4.000519  0.322
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