Publications of Guangliang Chen    :chronological  alphabetical  combined listing:

%% Papers Published   
@article{fds212068,
   Author = {G. Chen and M. Iwen and S. Chin and M. Maggioni},
   Title = {A Fast Multiscale Framework for Data in High Dimensions:
             Measure Estimation, Anomaly Detection, and Compressive
             Measurements},
   Booktitle = {Proceedings of Visual Communications and Image Processing
             (VCIP)},
   Address = {San Diego, CA},
   Year = {2012},
   Month = {November},
   Key = {fds212068}
}

@article{fds199061,
   Author = {W.K. Allard and G. Chen and M. Maggioni},
   Title = {Multiscale Geometric Methods for Data Sets II: Geometric
             Multi-Resolution Analysis},
   Journal = {Applied and Computational Harmonic Analysis},
   Volume = {32},
   Number = {3},
   Pages = {435-462},
   Year = {2012},
   Month = {May},
   url = {http://dx.doi.org/10.1016/j.acha.2011.08.001},
   Doi = {10.1016/j.acha.2011.08.001},
   Key = {fds199061}
}

@article{fds199060,
   Author = {E. Arias-Castro and G. Chen and G. Lerman},
   Title = {Spectral Clustering based on Local Linear
             Approximations},
   Journal = {Electronic Journal of Statistics},
   Volume = {5},
   Pages = {1537–1587},
   Year = {2011},
   Month = {November},
   url = {http://dx.doi.org/10.1214/11-EJS651},
   Key = {fds199060}
}

@article{fds199059,
   Author = {G. Chen and M. Maggioni},
   Title = {Multiscale Geometric and Spectral Analysis of Plane
             Arrangements},
   Booktitle = {Proceedings of IEEE Conference on Computer Vision and
             Pattern Recognition (CVPR)},
   Address = {Colorado Springs, CO},
   Year = {2011},
   Month = {June},
   Key = {fds199059}
}

@article{fds199058,
   Author = {G. Chen and M. Maggioni},
   Title = {Multiscale Geometric Dictionaries for Point-Cloud
             Data},
   Booktitle = {Proceedings of the 9th International Conference on Sampling
             Theory and Applications (SampTA)},
   Address = {Singapore},
   Year = {2011},
   Month = {May},
   Key = {fds199058}
}

@article{fds199057,
   Author = {G. Chen and A.V. Little and M. Maggioni and L.
             Rosasco},
   Title = {Some Recent Advances in the Geometric Analysis of Point
             Clouds in High Dimensions},
   Pages = {199-225},
   Booktitle = {Wavelets and Multiscale Analysis},
   Publisher = {Springer},
   Year = {2011},
   Month = {March},
   url = {http://www.springerlink.com/content/x5um7146g2w54728/},
   Key = {fds199057}
}

@article{fds199062,
   Author = {E. Monson and G. Chen and R. Brady and M. Maggioni},
   Title = {Data Representation and Exploration with Geometric
             Wavelets},
   Pages = {243 - 244},
   Booktitle = {Proceedings of IEEE Symposium on Visual Analytics Science
             and Technology (VAST)},
   Address = {Salt Lake City, UT},
   Year = {2010},
   Month = {October},
   Key = {fds199062}
}

@article{fds184300,
   Author = {G. Chen and M. Maggioni},
   Title = {Multiscale Geometric Wavelets for the Analysis of Point
             Clouds},
   Pages = {1-6},
   Booktitle = {Proceedings of the 44th Annual Conference on Information
             Sciences and Systems (CISS)},
   Address = {Princeton, NJ},
   Year = {2010},
   Month = {March},
   ISBN = {978-1-4244-7416-5},
   Key = {fds184300}
}

@article{fds166271,
   Author = {G. Chen and G. Lerman},
   Title = {Motion Segmentation for Hopkins 155 Database via
             SCC},
   Journal = {2009 ICCV Workshop on Dynamical Vision},
   Year = {2009},
   Month = {September},
   url = {http://arxiv.org/pdf/0909.1608v1},
   Key = {fds166271}
}

@article{fds166273,
   Author = {G. Chen and S. Atev and G. Lerman},
   Title = {Kernel Spectral Curvature Clustering (KSCC)},
   Journal = {2009 ICCV Workshop on Dynamical Vision},
   Year = {2009},
   Month = {September},
   url = {http://arxiv.org/pdf/0909.1605v1},
   Key = {fds166273}
}

@article{fds160728,
   Author = {G. Chen and G. Lerman},
   Title = {Spectral Curvature Clustering (SCC)},
   Journal = {International Journal of Computer Vision},
   Volume = {81},
   Pages = {317-330},
   Year = {2009},
   url = {http://www.springerlink.com/content/e120x08k21341784/fulltext.pdf},
   Key = {fds160728}
}

@article{fds160729,
   Author = {G. Chen and G. Lerman},
   Title = {Foundations of a Multi-way Spectral Clustering Framework for
             Hybrid Linear Modeling},
   Journal = {Foundations of Computational Mathematics},
   Year = {2009},
   url = {http://www.springerlink.com/content/243860078k1183l3/fulltext.pdf},
   Key = {fds160729}
}

@article{fds160730,
   Author = {G. Lerman and J. McQuown and A. Blais and B. Dynlacht and G. Chen and B.
             Mishra},
   Title = {Functional Genomics via Multiscale Analysis: Application to
             Gene Expression and ChIP-on-chip Data},
   Journal = {Bioinformatics},
   Volume = {23},
   Number = {3},
   Pages = {314-320},
   Year = {2007},
   url = {http://bioinformatics.oxfordjournals.org/cgi/reprint/23/3/314.pdf},
   Key = {fds160730}
}

@article{fds160733,
   Author = {G. Chen and G. Lerman and R. Chartrand},
   Title = {Multiscale Analysis for Muon-Scattering Data},
   Journal = {Technical Report LA-UR 06-7504},
   Publisher = {Los Alamos National Laboratory},
   Year = {2006},
   Key = {fds160733}
}


%% Papers Accepted   
@article{fds212066,
   Author = {G. Chen and A.V. Little and M. Maggioni},
   Title = {Multi-Resolution Geometric Analysis for Data in High
             Dimensions},
   Booktitle = {Excursions in Harmonic Analysis},
   Publisher = {Springer},
   Year = {2012},
   Month = {September},
   Key = {fds212066}
}