A Curvature-based Manifold Learning Algorithm
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Xiaohua Sun | Yan Li | Zhiyong Zhang | Fushun Wang | Fushun Wang | Xiaohua Sun | Yan Li | Zhiyong Zhang
[1] Christopher J. C. Burges,et al. Dimension Reduction: A Guided Tour , 2010, Found. Trends Mach. Learn..
[2] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[3] Bernhard Schölkopf,et al. Nonlinear Component Analysis as a Kernel Eigenvalue Problem , 1998, Neural Computation.
[4] James C. Bezdek,et al. On cluster validity for the fuzzy c-means model , 1995, IEEE Trans. Fuzzy Syst..
[5] John W. Sammon,et al. A Nonlinear Mapping for Data Structure Analysis , 1969, IEEE Transactions on Computers.
[6] Alexander M. Bronstein,et al. Multigrid multidimensional scaling , 2006, Numer. Linear Algebra Appl..
[7] Hong Zhang,et al. Comparison of clonogenic assay with premature chromosome condensation assay in prediction of human cell radiosensitivity. , 2006, World journal of gastroenterology.
[8] Edsger W. Dijkstra,et al. A note on two problems in connexion with graphs , 1959, Numerische Mathematik.
[9] Uri M. Ascher,et al. Computer methods for ordinary differential equations and differential-algebraic equations , 1998 .
[10] Karl Pearson F.R.S.. LIII. On lines and planes of closest fit to systems of points in space , 1901 .
[11] Charles E. Heckler,et al. Applied Multivariate Statistical Analysis , 2005, Technometrics.
[12] Wen-Jian Li,et al. Comparative study on radiosensitivity of various tumor cells and human normal liver cells. , 2005, World journal of gastroenterology.
[13] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[14] Charl P. Botha,et al. Piece wise Laplacian‐based Projection for Interactive Data Exploration and Organization , 2011, Comput. Graph. Forum.
[15] Wei Wei,et al. Radiobiological response of human hepatoma and normal liver cells exposed to carbon ions generated by Heavy Ion Research Facility in Lanzhou , 2006 .
[16] L. Wenjian,et al. Survival and initial chromatid breakage in normal and tumour cells exposed in vitro to gamma rays and carbon ions at the HIRFL. , 2006, The British journal of radiology.
[17] W. Härdle,et al. Applied Multivariate Statistical Analysis , 2003 .
[18] Joseph L. Zinnes,et al. Theory and Methods of Scaling. , 1958 .
[19] Heng Tao Shen,et al. Principal Component Analysis , 2009, Encyclopedia of Biometrics.
[20] Joshua B. Tenenbaum,et al. Global Versus Local Methods in Nonlinear Dimensionality Reduction , 2002, NIPS.
[21] Anthony J. Kearsley,et al. The Solution of the Metric STRESS and SSTRESS Problems in Multidimensional Scaling Using Newton's Method , 1995 .
[22] Gary L. Miller,et al. Approaching Optimality for Solving SDD Linear Systems , 2010, 2010 IEEE 51st Annual Symposium on Foundations of Computer Science.
[23] Michel Verleysen,et al. Unsupervised dimensionality reduction: Overview and recent advances , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).
[24] Kilian Q. Weinberger,et al. Spectral Methods for Dimensionality Reduction , 2006, Semi-Supervised Learning.
[25] Yehuda Koren,et al. Ieee Transactions on Visualization and Computer Graphics Robust Linear Dimensionality Reduction , 2022 .
[26] Marc Olano,et al. Glimmer: Multilevel MDS on the GPU , 2009, IEEE Transactions on Visualization and Computer Graphics.
[27] B. Manly. Multivariate Statistical Methods : A Primer , 1986 .
[28] Jon Louis Bentley,et al. An Algorithm for Finding Best Matches in Logarithmic Expected Time , 1977, TOMS.
[29] Rosane Minghim,et al. On Improved Projection Techniques to Support Visual Exploration of Multi-Dimensional Data Sets , 2003, Inf. Vis..