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What is Cluster Analysis?

What is Cluster Analysis?

Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?. Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups.

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1.22k views • 122 slides
Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms. Lecture Notes for Chapter 5. Inter-cluster distances are maximized. Intra-cluster distances are minimized. 5.1 What is Cluster Analysis?.

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1.54k views • 112 slides
Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms

Minqi Zhou Introduction to Data Mining 5/19/2014 1. Data Mining Cluster Analysis: Basic Concepts and Algorithms. Lecture Notes for Chapter 8 Introduction to Data Mining by Minqi Zhou. Inter-cluster distances are maximized.

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1.27k views • 107 slides
Clustering Analysis

Clustering Analysis

Clustering Analysis. Overview K-means Agglomerative Hierarchical Clustering DBSCAN Cluster Evaluation. Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?. [Chapter 8 . 1 . 1 , page 490].

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1.62k views • 106 slides
Computational BioMedical Informatics

Computational BioMedical Informatics

Computational BioMedical Informatics. SCE 5095: Special Topics Course Instructor: Jinbo Bi Computer Science and Engineering Dept. Course Information. Instructor: Dr. Jinbo Bi Office: ITEB 233 Phone: 860-486-1458 Email: jinbo@engr.uconn.edu

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1.17k views • 104 slides
Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms. Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?.

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1.24k views • 104 slides
Machine Learning

Machine Learning

Machine Learning. SCE 5095: Special Topics Course Instructor: Jinbo Bi Computer Science and Engineering Dept. Course Information. Instructor: Dr. Jinbo Bi Office: ITEB 233 Phone: 860-486-1458 Email: jinbo@engr.uconn.edu Web : http://www.engr.uconn.edu/~jinbo/

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1.2k views • 104 slides
Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms

Introduction to Data Mining 4/18/2004 1. Data Mining Cluster Analysis: Basic Concepts and Algorithms. Lecture Notes for Chapter 8 Introduction to Data Mining by Tan, Steinbach, Kumar. Inter-cluster distances are maximized.

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1.42k views • 95 slides
Fall 2004, CIS, Temple University CIS527: Data Warehousing, Filtering, and Mining Lecture 6

Fall 2004, CIS, Temple University CIS527: Data Warehousing, Filtering, and Mining Lecture 6

Fall 2004, CIS, Temple University CIS527: Data Warehousing, Filtering, and Mining Lecture 6 Clustering 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 ).

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893 views • 89 slides
Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms

Data Mining Cluster Analysis: Basic Concepts and Algorithms. Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?.

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1.11k views • 88 slides
What is Cluster Analysis?

What is Cluster Analysis?

Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?. Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups.

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731 views • 50 slides
What is Cluster Analysis?

What is Cluster Analysis?

Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?. Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups.

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617 views • 50 slides
Computacion inteligente

Computacion inteligente

Computacion inteligente. Fuzzy Clustering. Agenda. Basic concepts Types of Clustering Types of Clusters Distance functions Clustering Algorithms. Basic concepts. Classification. Historically, objects are classified into groups periodic table of the elements (chemistry)

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643 views • 49 slides
Computacion inteligente

Computacion inteligente

Computacion inteligente. Fuzzy Clustering. Agenda. Basic concepts Types of Clustering Types of Clusters Distance functions Clustering Algorithms. Basic concepts. Classification. Historically, objects are classified into groups periodic table of the elements (chemistry)

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502 views • 49 slides
Computacion inteligente

Computacion inteligente

Computacion inteligente. Fuzzy Clustering. Agenda. Basic concepts Types of Clustering Types of Clusters Distance functions Clustering Algorithms. Basic concepts. Classification. Historically, objects are classified into groups periodic table of the elements (chemistry)

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486 views • 48 slides
Computacion inteligente

Computacion inteligente

Computacion inteligente. Fuzzy Clustering. Agenda. Basic concepts Types of Clustering Types of Clusters Distance functions Clustering Algorithms. Basic concepts. Classification. Historically, objects are classified into groups periodic table of the elements (chemistry)

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499 views • 48 slides
What is Cluster Analysis?

What is Cluster Analysis?

Inter-cluster distances are maximized. Intra-cluster distances are minimized. What is Cluster Analysis?. Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups.

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1.02k views • 43 slides

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