Publications of Guangliang Chen    :chronological  alphabetical  combined  bibtex listing:

Papers Published

1. G. Chen, M. Iwen, S. Chin and M. Maggioni, A Fast Multiscale Framework for Data in High Dimensions: Measure Estimation, Anomaly Detection, and Compressive Measurements, in Proceedings of Visual Communications and Image Processing (VCIP) (November, 2012), San Diego, CA
2. W.K. Allard, G. Chen, and M. Maggioni, Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis, Applied and Computational Harmonic Analysis, vol. 32 no. 3 (May, 2012), pp. 435-462 [doi]  [author's comments]
3. E. Arias-Castro, G. Chen, and G. Lerman, Spectral Clustering based on Local Linear Approximations, Electronic Journal of Statistics, vol. 5 (November, 2011), pp. 1537–1587 [11-EJS651]
4. G. Chen, M. Maggioni, Multiscale Geometric and Spectral Analysis of Plane Arrangements, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June, 2011), Colorado Springs, CO
5. G. Chen, M. Maggioni, Multiscale Geometric Dictionaries for Point-Cloud Data, in Proceedings of the 9th International Conference on Sampling Theory and Applications (SampTA) (May, 2011), Singapore
6. G. Chen, A.V. Little, M. Maggioni and L. Rosasco, Some Recent Advances in the Geometric Analysis of Point Clouds in High Dimensions, in Wavelets and Multiscale Analysis (March, 2011), pp. 199-225, Springer [available here]
7. E. Monson, G. Chen, R. Brady and M. Maggioni, Data Representation and Exploration with Geometric Wavelets, in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST) (October, 2010), pp. 243 - 244, Salt Lake City, UT
8. G. Chen, M. Maggioni, Multiscale Geometric Wavelets for the Analysis of Point Clouds, in Proceedings of the 44th Annual Conference on Information Sciences and Systems (CISS) (March, 2010), pp. 1-6, Princeton, NJ, ISBN 978-1-4244-7416-5
9. G. Chen and G. Lerman, Motion Segmentation for Hopkins 155 Database via SCC, 2009 ICCV Workshop on Dynamical Vision (September, 2009) [0909.1608v1]
10. G. Chen, S. Atev and G. Lerman, Kernel Spectral Curvature Clustering (KSCC), 2009 ICCV Workshop on Dynamical Vision (September, 2009) [0909.1605v1]
11. G. Chen and G. Lerman, Spectral Curvature Clustering (SCC), International Journal of Computer Vision, vol. 81 (2009), pp. 317-330 [pdf]
12. G. Chen and G. Lerman, Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling, Foundations of Computational Mathematics (2009) [pdf]
13. G. Lerman, J. McQuown, A. Blais, B. Dynlacht, G. Chen and B. Mishra, Functional Genomics via Multiscale Analysis: Application to Gene Expression and ChIP-on-chip Data, Bioinformatics, vol. 23 no. 3 (2007), pp. 314-320 [pdf]
14. G. Chen, G. Lerman and R. Chartrand, Multiscale Analysis for Muon-Scattering Data, Technical Report LA-UR 06-7504 (2006), Los Alamos National Laboratory

Papers Accepted

1. G. Chen, A.V. Little, and M. Maggioni, Multi-Resolution Geometric Analysis for Data in High Dimensions, in Excursions in Harmonic Analysis (September, 2012), Springer