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Spectral component
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#	Item
1	Lecture 1 Spectral Graph Theory Introduction September 2, 2009 Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-24 09:50:05 Graph theory Mathematics Algebra Algebraic graph theory Matrices Adjacency matrix Laplacian matrix Spectral graph theory Eigenvalues and eigenvectors Graph Vertex Connected component
2	Discussion of “Spectral Dimensionality Reduction via Maximum Entropy” Laurens van der Maaten Delft University of Technology Add to Reading List Source URL: lvdmaaten.github.io Language: English - Date: 2016-07-16 15:30:43 Multivariate statistics Dimension reduction Computational statistics Machine learning Dimension Nonlinear dimensionality reduction Dimensionality reduction Isomap Semidefinite embedding Spectral clustering Kernel principal component analysis T-distributed stochastic neighbor embedding
3	An Interactive Visual Testbed System for Dimension Reduction and Clustering of Large-scale High-dimensional Data Jaegul Choo, Hanseung Lee, Zhicheng Liu, John Stasko, and Haesun Park Georgia Institute of Technology, USA Add to Reading List Source URL: www.zcliu.org Language: English - Date: 2016-07-30 20:21:03 Visualization Multivariate statistics Dimension reduction Data Data visualization Information technology governance K-means clustering Parallel coordinates Principal component analysis Information visualization Spectral clustering Data analysis
4	Spectral Graph Theory and Applications WSLecture 9: Undirected Connectivity in Log-Space Lecturer: Thomas Sauerwald & He Sun Add to Reading List Source URL: resources.mpi-inf.mpg.de Language: English - Date: 2012-01-13 07:00:53 Complexity classes Graph connectivity SL Expander graph Connectivity St-connectivity Zig-zag product L Connected component Spectral graph theory Symmetric Turing machine
5	Intuitive Real-Time Control of Spectral Model Synthesis Phillip Popp Matthew Wright Oakland, CA 94612 Add to Reading List Source URL: mat.ucsb.edu Language: English - Date: 2012-03-14 20:04:39 Artificial intelligence Virtual reality User interface techniques Computing Vision Gesture recognition Wacom Tablet computer Principal component analysis Gesture
6	Spectral Methods for Indian Buffet Process Inference Hsiao-Yu Fish Tung Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: sfish0101.bitbucket.org Language: English - Date: 2016-03-17 01:27:45 Algebra Mathematics Linear algebra Matrix theory Higher-order singular value decomposition Multilinear algebra Singular value decomposition Tensor Normal distribution Principal component analysis Pi Eigenvalues and eigenvectors
7	Covariate Assisted Spectral Clustering Norbert Binkiewicz, Joshua T. Vogelstein, and Karl Rohe∗ Abstract Biological and social systems consist of myriad interacting units. The interactions Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-11-10 20:28:10 Algebraic graph theory Spectral clustering Cluster analysis Eigenvalues and eigenvectors Graph partition Principal component regression
8	FIX: Feature-based Indexing Technique for XML Documents Ning Zhang ¨ M. Tamer Ozsu Add to Reading List Source URL: cs.uwaterloo.ca Language: English - Date: 2006-09-14 21:15:21 Algebraic graph theory Matrices Adjacency matrix Spectral graph theory Directed acyclic graph Line graph Connected component Laplacian matrix Graph
9	Large Scale Machine Learning Add to Reading List Source URL: www.sanjivk.com Language: English - Date: 2010-09-25 15:14:57 Multivariate statistics Singular value decomposition Linear algebra Matrix theory Information retrieval Latent semantic indexing Spectral clustering Principal component analysis Kernel principal component analysis Statistics Algebra Mathematics

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