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In the recent era, data science plays an important role in the health-care domain to provide a cost-effective and better treatment procedure. To achieve this goal, the data management system has a huge contribution by controlling, arranging, storing and preprocessing a large volume of health dataset. Already there are a lot of investigation and designing of different approaches to support the big...
Data mining is the process of analyzing raw data from very large databases to turn them into useful and previously unknown information. This helps in finding out interesting patterns, trends and relationships within data. Association rule mining and bi-clustering are two very important data mining tasks for many application domains, especially in bio-informatics. FIST is one of the very few algorithms...
Today's world is gradually getting agitated by Human Immunodeficiency Virus — Type 1 due to its pervasive and death-dealing nature. The virus replicates by exploiting a complex interaction network of HIV-1 and human proteins and destructs human immunity power, gradually leading to AIDS. Anti-HIV drugs are designed to utilize the information on viral-host protein-protein interactions (PPIs), so that...
Object based data storage system provides application aware, hybrid cloud data storage system. Health data consists of multiple types of data sets like image, text, document, file etc. So, it is important to store multiple types of data in a seamless manner. A storage manager uses storage object or data container to store data. In this paper, we propose a schema oriented object storage space which...
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