Data Mining

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Data Mining. Data Mining. Data Mining. Data Mining. Data Mining. Data Mining. Data Mining. Data Mining. One Possible Solution. Iris Flower. Iris Flower. Data Mining. Data Mining. Data Mining. Creating Trees. Creating Trees. Creating Trees. Creating Trees. Creating Trees. - PowerPoint PPT Presentation

Transcript of Data Mining

Page 1: Data Mining
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Data Mining

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Data Mining

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Data Mining

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Data Mining

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Data Mining

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Data Mining

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Data Mining

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Data Mining

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One Possible Solution

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Iris Flower

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Iris Flower

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Data Mining

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Data Mining

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Data Mining

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Creating Trees

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Creating Trees

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Creating Trees

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Creating Trees

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Creating Trees

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Artificial Neural Networks

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Swarm Intelligence

In a Bee Colony, who knows the blue print of the nest? The queen or hive?

In a Termite Nest knows the blue print of the nest?

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Self-organizing processes exhibit emergent properties. The resulting structures appear to be more complex than what could be provided by

individual contributions. Given a connected, undirected graph, a spanning tree of that graph is a subgraph

that is a tree and connects all the vertices together A minimum spanning tree (MST) or minimum weight spanning tree is then a

spanning tree with weight less than or equal to the weight of every other spanning tree. http://en.wikipedia.org/wiki/Minimum_spanning_tree

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Double Bridge Experiments (Real Ants)

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Expert Systems


Page 1 Data Mining. Page 2 Outline What is data mining? Data Mining Tasks –Association –Classification –Clustering Data mining Algorithms Are all the.

Page 1 Data Mining. Page 2 Outline What is data mining? Data Mining Tasks –Association –Classification –Clustering Data mining Algorithms Are all the.

Introduction to Data Mining - Nanjing Universitya).pdf · Introduction to Data Mining ... Ranking, Recommender Systems Big Data Mining Online, ... Application to other data mining

Introduction to Data Mining - Nanjing Universitya).pdf · Introduction to Data Mining ... Ranking, Recommender Systems Big Data Mining Online, ... Application to other data mining

DATA MINING WITH - Lagout Mining/Data Mining with Decision... · Library of Congress Cataloging-in-Publication Data Rokach, Lior. Data mining with ... Data mining is the science,

DATA MINING WITH - Lagout Mining/Data Mining with Decision... · Library of Congress Cataloging-in-Publication Data Rokach, Lior. Data mining with ... Data mining is the science,

UNIT - I Data Mining. UNIT - I Introduction : Fundamentals of data mining, Data Mining Functionalities, Classification of Data Mining systems, Major issues.

UNIT - I Data Mining. UNIT - I Introduction : Fundamentals of data mining, Data Mining Functionalities, Classification of Data Mining systems, Major issues.

Introduction to Data Mining and Knowledge Discovery · PDF fileIntroduction to Data Mining and ... Introduction to Data Mining and Knowledge Discovery, ... Data mining and data warehousing

Introduction to Data Mining and Knowledge Discovery · PDF fileIntroduction to Data Mining and ... Introduction to Data Mining and Knowledge Discovery, ... Data mining and data warehousing

Data Mining BY JEMINI ISLAM. Data Mining Outline: What is data mining? Why use data mining? How does data mining work The process of data mining Tools.

Data Mining BY JEMINI ISLAM. Data Mining Outline: What is data mining? Why use data mining? How does data mining work The process of data mining Tools.

FROM DATA MINING TO KNOWLEDGE MINING: SYMBOLIC DATA ...

FROM DATA MINING TO KNOWLEDGE MINING: SYMBOLIC DATA ...

1 Chapter 1. Introduction Motivation: Why data mining? What is data mining? Data Mining: On what kind of data? Data mining functionality Major issues in.

1 Chapter 1. Introduction Motivation: Why data mining? What is data mining? Data Mining: On what kind of data? Data mining functionality Major issues in.

Course : Data mining - Lecture : Mining data streams

Course : Data mining - Lecture : Mining data streams

Data Mining: What is Data Mining?

Data Mining: What is Data Mining?

Data Warehousing Mining & BI Data Streams Mining DWMBI1.

Data Warehousing Mining & BI Data Streams Mining DWMBI1.

Introduction to Data Miningstxavierstn.edu.in/ict_ppts/Computer Science/Jenila Vincent/part1.pdf · Define data mining Data mining vs. databases Basic data mining tasks Data mining

Introduction to Data Miningstxavierstn.edu.in/ict_ppts/Computer Science/Jenila Vincent/part1.pdf · Define data mining Data mining vs. databases Basic data mining tasks Data mining

Data Mining vs. Statistics Pavel Brusilovsky. 2 Objectives 2 Intro to Data Mining Data Mining vs. Statistics Data Mining vs. Text Mining Applications.

Data Mining vs. Statistics Pavel Brusilovsky. 2 Objectives 2 Intro to Data Mining Data Mining vs. Statistics Data Mining vs. Text Mining Applications.

Visual Data Mining: An Overview What is Visual Data Mining? Survey of techniques Data Visualization Visualizing Data Mining Results Visual Data Mining.

Visual Data Mining: An Overview What is Visual Data Mining? Survey of techniques Data Visualization Visualizing Data Mining Results Visual Data Mining.

EE3J2 Data Mining EE3J2 Data Mining

EE3J2 Data Mining EE3J2 Data Mining

Data Mining: Introduction. Chapter 1. Introduction zMotivation: Why data mining? zWhat is data mining? zData Mining: On what kind of data? zData mining.

Data Mining: Introduction. Chapter 1. Introduction zMotivation: Why data mining? zWhat is data mining? zData Mining: On what kind of data? zData mining.

Statistical Data Mining€¦ · 3 Data Mining Data (re-design and maintain existing database) Mining (Analysis) -- our focus Statistical Data Mining What is Data Mining? Data mining

Statistical Data Mining€¦ · 3 Data Mining Data (re-design and maintain existing database) Mining (Analysis) -- our focus Statistical Data Mining What is Data Mining? Data mining

Secure Data Processing - uni-leipzig.de · PRIVACY-PRESERVING DATA MINING 12 Local Data Local Data Local Data Warehouse Data Mining Local Data Mining Local Data Mining Combiner Local

Secure Data Processing - uni-leipzig.de · PRIVACY-PRESERVING DATA MINING 12 Local Data Local Data Local Data Warehouse Data Mining Local Data Mining Local Data Mining Combiner Local

Introduction to Introduction to Data Mining Data Mining

Introduction to Introduction to Data Mining Data Mining

Data Mining Taylor Statistics 202: Data Mining

Data Mining Taylor Statistics 202: Data Mining