Degree
Master of Science in Computer Science
Department
Department of Computer Science
Faculty / School
Faculty of Computer Sciences (FCS)
Date of Submission
2020-06-30
Supervisor
Dr. Muhammad Sarim, Visiting Faculty, Department of Computer Science
Document type
MSCS Survey Report
Keywords
Topology, Data analysis, Deformation invariance, Geometry, Statistics, Clustering
Abstract
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.
Recommended Citation
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 Topological data analysis (Unpublished MSCS survey report).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
The full text of this document is only accessible to authorized users.
