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Clustering Basic Concepts and Algorithms 1

Clustering Basic Concepts and Algorithms 1. Clustering definition. Given: Set of data points Set of attributes on each data point A measure of similarity between data points Find clusters such that: Data points within a cluster are more similar to one another

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714 views • 53 slides

Data Mining: Introduction and a Health Care Application

Data Mining: Introduction and a Health Care Application. Prem Swaroop (pswaroop@rhsmith.umd.edu) and Dr Bruce Golden (bgolden@rhsmith.umd.edu) Robert H Smith School of Business, University of Maryland, College Park. Data Mining: Introduction. Motivation: Why mine data

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601 views • 26 slides

Personalized Recommendation in Social Tagging Systems Using Hierarchical Clustering

Personalized Recommendation in Social Tagging Systems Using Hierarchical Clustering. Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, and Robin Burke ( 2008 ACM conference on Recommender systems ) Advisor: Dr. Jai-Ling Koh Speaker: Shun-hong Sie. Outline. Introduction

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498 views • 25 slides

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Separate clusters - PowerPoint PPT Presentation

Clustering Basic Concepts and Algorithms 1

Data Mining: Introduction and a Health Care Application

Personalized Recommendation in Social Tagging Systems Using Hierarchical Clustering