Stéphane Lafon
Publications by Year
Research Areas
Topological and Geometric Data Analysis, Neural Networks and Applications, Face and Expression Recognition, Complex Network Analysis Techniques, Theoretical and Computational Physics
Most-Cited Works
- → Diffusion maps(2006)2,297 cited
- → Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps(2005)1,736 cited
- → Diffusion maps, spectral clustering and reaction coordinates of dynamical systems(2006)1,005 cited
- → Google Street View: Capturing the World at Street Level(2010)763 cited
- → Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization(2006)621 cited
- → Data Fusion and Multicue Data Matching by Diffusion Maps(2006)315 cited
- → Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck operators(2005)303 cited
- → Diffusion Maps, Reduction Coordinates, and Low Dimensional Representation of Stochastic Systems(2008)285 cited
- → Geometric diffusions as a tool for harmonic analysis and structure definition of data: Multiscale methods(2005)235 cited
- → Geometric harmonics: A novel tool for multiscale out-of-sample extension of empirical functions(2006)231 cited