PARAMAP vs. Isomap: A Comparison of Two Nonlinear Mapping Algorithms
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[1] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[2] Andrew R. Webb,et al. Multidimensional scaling by iterative majorization using radial basis functions , 1995, Pattern Recognit..
[3] Paul Scheunders,et al. Non-linear dimensionality reduction techniques for unsupervised feature extraction , 1998, Pattern Recognit. Lett..
[4] M. J. D. Powell,et al. Restart procedures for the conjugate gradient method , 1977, Math. Program..
[5] R. H. Kent,et al. The Mean Square Successive Difference , 1941 .
[6] Michel Verleysen,et al. Curvilinear Distance Analysis versus Isomap , 2002, ESANN.
[7] T. C. Hu. Revised Matrix Algorithms for Shortest Paths , 1967 .
[8] John W. Sammon,et al. A Nonlinear Mapping for Data Structure Analysis , 1969, IEEE Transactions on Computers.
[9] R. Fletcher. Practical Methods of Optimization , 1988 .
[10] Mukund Balasubramanian,et al. The Isomap Algorithm and Topological Stability , 2002, Science.
[11] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .
[12] William M. Rand,et al. Objective Criteria for the Evaluation of Clustering Methods , 1971 .
[13] Roderick P. McDonald. Factor interaction in nonlinear factor analysis. , 1967 .
[14] R. P. McDonald,et al. A general approach to nonlinear factor analysis , 1962 .
[15] Kurt Hornik,et al. Neural networks and principal component analysis: Learning from examples without local minima , 1989, Neural Networks.
[16] R. Shepard,et al. A nonmetric variety of linear factor analysis , 1974 .
[17] J. Kruskal. Nonmetric multidimensional scaling: A numerical method , 1964 .
[18] Joseph L. Zinnes,et al. Theory and Methods of Scaling. , 1958 .
[19] Michel Verleysen,et al. Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis , 2004, Neurocomputing.
[20] Dimitri P. Bertsekas,et al. Nonlinear Programming , 1997 .
[21] M. Kramer. Nonlinear principal component analysis using autoassociative neural networks , 1991 .
[22] Teuvo Kohonen,et al. The self-organizing map , 1990 .
[23] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[24] Ian T. Foster,et al. Designing and building parallel programs - concepts and tools for parallel software engineering , 1995 .
[25] Joshua B. Tenenbaum,et al. Global Versus Local Methods in Nonlinear Dimensionality Reduction , 2002, NIPS.
[26] J. Neumann. Distribution of the Ratio of the Mean Square Successive Difference to the Variance , 1941 .
[27] Edsger W. Dijkstra,et al. A note on two problems in connexion with graphs , 1959, Numerische Mathematik.
[28] George Karypis,et al. Introduction to Parallel Computing , 1994 .
[29] R. P. McDonald,et al. Nonlinear factor analysis. , 1967 .