Master of Science in Computer Science
Department of Computer Science
Faculty / School
Faculty of Computer Sciences (FCS)
Date of Submission
Dr. Muhammad Sarim, Visiting Faculty, Department of Computer Science
MSCS Survey Report
Topological-Data-Analysis (TDA) is an emerging field that provides topological and geometrical insights to uncover relevant patterns for high dimensional complex datasets. This paper briefly introduces the framework of TDA which covers the basic approaches for construction of combinatorial representation of the data points and the relevant tools to analyze them. Finally, this paper also provides some practical applications for TDA which includes identification of a subtype of breast-cancer and voting patterns for US-House of-Representatives.
Sohail, A. S. (2020). Topological data analysis (Unpublished MSCS survey report). Institute of Business Administration, Pakistan. Retrieved from https://ir.iba.edu.pk/survey-reports-mscs/3
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