Data mining Essays

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Clustering Methods

“Ask those who remember, are mindful if you do not know).” (Holy Qur’an, 6:43) Removal Of Redundant Dimensions To Find Clusters In N-Dimensional Data Using Subspace Clustering Abstract The data mining has emerged as a powerful tool to extract knowledge from huge databases. Researchers have introduced several machine learning algorithms to explore the databases to […]

Pages: 41 Words: 12408 Topics: Analysis, Data Analysis, Data Mining, Database, Machine Learning

Evolution of Personal Computers

1. Literature Review 1.1. E-Learning 1.1.1. Overview The last 20 years, the evolution of personal computers has been rapid. Respectively, the advancements in software and hardware have been huge and inevitably, the e-learning sector was influenced as well, with several tools being developed with ever growing capabilities, from plain delivering of text, to audio/photo/video management. […]

Pages: 31 Words: 9374 Topics: Data, Data Mining, Database, Information Technology, Learning
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Intelligent Agent

Chapter 1 Intelligent Software Agent 1.1 Intelligent Agent An Agent can be defined as follows: “An Agent is a software thing that knows how to do things that you could probably do yourself if you had the time” (Ted Seller of IBM Almaden Research Centre). Another definition is: “A piece of software which performs a […]

Pages: 31 Words: 9438 Topics: Data Mining, Machine Learning

Quality Analysis for Data in Route Optimization

1 Introduction 1.1 Background In the first quarter of 2009, Itella Oyj, the company in charge of postal services within Finland, initiated a project to optimize their delivery routes in both Early Morning Delivery and Daily Mail Delivery. The main goal of this project was to make more efficient the delivery processes due to changing […]

Pages: 27 Words: 7984 Topics: Computer Networking, Data Analysis, Data, Data Mining, Problem Solving, Quality Management, Research

ELearning

Chapter 2. Background and Related Work Introduction During the last decade the amount of literature published in the field of eLearning has grown noticeably, as has the diversity in attitudes and viewpoints of people who work on this subject. The general background presented here with regard to eLearning includes the definition, details of different types […]

Pages: 25 Words: 7366 Topics: Data Mining, Epistemology, Evaluation, Information, Learning, Research

Olap Multidimensional Database Concept

CHAPTER 2 LITERATURE REVIEW 2.1 INTRODUCTION This chapter is designed to provide background information and reviewing the characteristics of data warehouse, OLAP multidimensional database Concept, data mining model and the application of data mining. Within this research, the concept, design and implementation approaches in developing a complete data warehouse technology framework for deploying a successful […]

Pages: 40 Words: 11913 Topics: Data, Data Mining, Database, Information Technology

The Evolution of Data Mining

CHAPTER 1 : INTRODUCTION BACKGROUND In today’s dynamic retail environment, customers are offered with a tremendous range of choices and their loyalty is increasingly becoming transitory due to the severe impact of competitors’ actions on existing relationships (Reinartz and Kumar, 2000). This increased competition to satisfy the diverse needs of the customer, forces the traditional […]

Pages: 38 Words: 11409 Topics: Data Analysis, Data, Data Mining, Quantitative Research, Research, Retail

Data Processing

Chapter-2 Real life data rarely comply with the necessities of various data mining tools. It is usually inconsistent and noisy. It may contain redundant attributes, unsuitable formats etc. Hence data has to be prepared vigilantly before the data mining actually starts. It is well known fact that success of a data mining algorithm is very […]

Pages: 46 Words: 13750 Topics: Analysis, Data Mining, Database

Application of Business Intelligence

Towards Achieving Competitive Advantage through the Application of Business Intelligence Abstract Business Intelligence (BI) plays an important role in providing decision makers with increased ability to take advantage of all available information by making correct and accurate strategic decisions. Making this kind of decisions keeps businesses competitive. Many researches discuss the importance of implementing Business […]

Pages: 29 Words: 8704 Topics: Data Analysis, Data, Data Mining, Database, Economy, Information, Information Technology

Data Mining in Banking Sector Finance Essay

Data mining defines the nontrivial extraction of hidden, previously unknown, and theoretically useful information from data. It is the facts of extracting valuable information from large databases. Banks have several and vast databases. The important business information can be extracted from these data stores. The main application areas of data mining in banking are Customer […]

Pages: 9 Words: 2746 Topics: Bank, Credit Card, Data Analysis, Data Mining, Database, Risk, Risk Management
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