Jagatheesan Senthilkumar

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Discretization turns numeric attributes into discrete ones. Feature selection eliminates some irrelevant and/or redundant attributes. Data discretization and feature selection are two important tasks that performed prior to the learning phase of data mining algorithms and significantly reduces the processing effort of the learning algorithm. In this paper,(More)
A real world challenging task for web master of a website is to match the user needs and keep their attention in their website. Because, it's easy for the web users to reach out the counterpart sites by a single click. So, only option for web master is to provide the pages by capturing the intuition of their user. Web master should use the WUM method to(More)
In the current age of recession, Human Resource department of every organization is facing a real challenging task of recruiting right talent peoples who can do the project in different problem domain and complete it within timeline. The main responsibility of any HR Personnel is to propose right talent pool to the interviewers to save their time in(More)
BACKGROUND The Internet has greatly enhanced health care, helping patients stay up-to-date on medical issues and general knowledge. Many cancer patients use the Internet for cancer diagnosis and related information. Recently, cloud computing has emerged as a new way of delivering health services but currently, there is no generic and fully automated(More)
Web service is an emerging technology that enables the users to access heterogeneous, distributed resources, providing easier integration and interoperability between data and its applications. Big data analysis is the one of the major problems in web based machine learning and data mining. Big data contain high degree of irrelevant and redundant(More)
In the current age of recession, Human Resource department of every organization is facing a real challenging task of recruiting right talent peoples who can do the project in different problem domain and complete it within timeline. Now days, we can see huge number of applicants submitting their resumes for any single opening in the organization. So, the(More)
Recent Internet traffic measurement shows that the majority of the TCP flows are short lived. Use of short flow highest priority scheduling provides the performance improvement in the internet traffic. However, long lived flows competing against the short flows starve at some point. We propose a novel two class Queue State Packet Scheduling mechanism,(More)