Machine Learning 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 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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Describe how machine learning and data analytics could have detected and/or prevented the APT you analyzed had the victim organization deployed these technologies at the time of the event. Be specific. APT attacks are unique and traditional security measures are ineffective against them. APT attackers are not fearful of taking time to spread malicious attacks. […]

Pages: 4 Words: 1240 Topics: Database, Machine Learning

Artificial Intelligence and Robotics

Introduction Machines and algorithms in the workplace are expected to create 133 million new roles, but cause 75 million jobs to be displaced by 2022, according to a new report from the World Economic Forum (WEF) called “The Future of Jobs 2018.” This means that the growth of Artificial Intelligence (AI) and robotics could create […]

Pages: 3 Words: 1003 Topics: Artificial Intelligence, Automation, Computer Science, Machine Learning, Robot
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