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Data Mining Cluster Analysis Basics

Data Mining Cluster Analysis Basics. From Introduction to Data Mining by Tan , Steinbach, Kumar. Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?.

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953 views • 78 slides

Clustering

Clustering. CIS 601 Fall 2004 Longin Jan Latecki Lecture slides taken/modified from: Jiawei Han ( http://www-sal.cs.uiuc.edu/~hanj/DM_Book.html ) Vipin Kumar ( http://www-users.cs.umn.edu/~kumar/csci5980/index.html ) . Clustering. Cluster: a collection of data objects

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799 views • 64 slides

Clustering

Clustering. Lecture outline. Distance/Similarity between data objects Data objects as geometric data points Clustering problems and algorithms K-means K-median K-center. Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is clustering?.

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687 views • 34 slides

Large Primordial Non- Gaussianity from early Universe

Large Primordial Non- Gaussianity from early Universe. Kazuya Koyama University of Portsmouth. Primordial curvature perturbations. Komatsu et.al. 2008. Proved by CMB anisotropies nearly scale invariant nearly adiabatic nearly Gaussian Generation mechanisms

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388 views • 26 slides

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Data Mining Cluster Analysis Basics

Clustering

Clustering

Large Primordial Non- Gaussianity from early Universe