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Only distance matrix d - PowerPoint PPT Presentation

Lecture outline

Lecture outline. Density-based clustering (DB-Scan) Reference: Martin Ester, Hans-Peter Kriegel , Jorg Sander, Xiaowei Xu : A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. KDD 2006 Co-clustering (or bi-clustering) References:

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Dimensionality reduction

Dimensionality reduction. Outline. From distances to points : MultiDimensional Scaling (MDS) Dimensionality Reductions or data projections Random projections Singular Value Decomposition and Principal Component Analysis (PCA). Multi-Dimensional Scaling (MDS).

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Only distance matrix d - PowerPoint PPT Presentation

Lecture outline

Dimensionality reduction