Machine learning Essays

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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

Evolution of smart homes

I. Introduction Smart homes, the next gigantic leap in the field of home automation, have become an emerging research field in last few decades. Research on smart homes has been gradually moving towards application of ubiquitous computing, tackling issues on device heterogeneity and interoperability. A smart home adjusts its function to the inhabitant’s need according […]

Pages: 31 Words: 9184 Topics: Automation, Information, Information Security, Machine Learning
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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