Research graph
References from Nonlinear dimensionality reduction: Alternative ordination approaches for extracting and visualizing biodiversity patterns in tropical montane forest vegetation data. Local targets link to admitted publications; unresolved targets remain external evidence.
The Isomap algorithm and topological stability
10.1126/science.295.5552.7a · 2002 · External reference
Laplacian Eigenmaps and spectral techniques for embedding and clustering
2002 · External reference
Seasonality of weather and tree phenology in a tropical evergreen mountain rain forest
10.1007/s00484-006-0029-8 · 2006 · External reference
Out-of-sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering
2004 · External reference
Unresolved reference
2000 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
1997 · External reference
Biodiversity: where's hot and where's not
10.1046/j.1523-1739.2003.02344.x · 2003 · External reference
Data dimensionality estimation methods: a survey
10.1016/s0031-3203(03)00176-6 · 2003 · External reference
Unresolved reference
2001 · External reference
Visual plants — Bildbasierte Datenbank für die vegetationskundliche oder ökologische Forschung in den Tropen
2002 · External reference
Principal curves: a new technique for indirect and direct gradient analysis
10.2307/176906 · 1999 · External reference
Local versus global methods for nonlinear dimensionality reduction
2003 · External reference
A note on two problems in connexion with graphs
10.1007/bf01386390 · 1959 · External reference
Biodiversity science evolves
10.1126/science.1119958 · 2005 · External reference
Hessian Eigenmaps: locally linear embedding techniques for high-dimensional data
10.1073/pnas.1031596100 · 2003 · External reference
Nonlinear dimensionality reduction in climate data
10.5194/npg-11-393-2004 · 2004 · External reference
Supervised nonlinear dimensionality reduction for visualization and classification
10.1109/tsmcb.2005.850151 · 2005 · External reference
A comparison of self-organizing map algorithm and some conventional statistical methods for ecological community ordination
10.1016/s0304-3800(01)00324-6 · 2001 · External reference
Unresolved reference
1973 · External reference
A spatio-temporal extension to Isomap nonlinear dimension reduction
2004 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
2001 · External reference
Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
10.1007/bf02289565 · 1964 · External reference
Unresolved reference
1998 · External reference
The detection of disease clustering and generalized regression approach
1967 · External reference
Unresolved reference
2002 · External reference
An evaluation of the relative robustness of techniques for ecological ordination
10.1007/bf00038690 · 1987 · External reference
Nonlinear dimensionality reduction by locally linear embedding
10.1126/science.290.5500.2323 · 2000 · External reference
Analysis and extension of spectral methods for nonlinear dimensionality reduction
2005 · External reference
The analysis of proximities: multidimensional scaling with an unknown distance function. II
10.1007/bf02289621 · 1962 · External reference
A global geometric framework for nonlinear dimensionality reduction
10.1126/science.290.5500.2319 · 2000 · External reference
Ordination
1995 · External reference
Multidimensional scaling: I. Theory and method
10.1007/bf02288916 · 1952 · External reference
Unresolved reference
2000 · External reference
Evaluation of ordination techniques
1982 · External reference
Nutrient storage and turnover in organic layers under tropical montane rain forests in Ecuador
10.1046/j.1365-2389.2002.00411.x · 2002 · External reference
Soil properties on a chronosequence of landslides in montane rain forest, Ecuador
10.1016/s0341-8162(02)00196-0 · 2003 · External reference
An extended Isomap algorithm for learning multi-class manifold
2004 · External reference
Extended Isomap for Pattern Classification
2002 · External reference
Isometric embedding and continuum
2003 · External reference
