Computational preliminaries

Ranga Suri, NNR and Murty M, N and Athithan, G (2019) Computational preliminaries. [Book Chapter]

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Abstract

This chapter presents the mathematical notation followed to represent the data and the computational measures defined on the data. Basics of matrix algebra and information theory are furnished as they form the building blocks of the computational model followed here. The standard procedure for preparing data sets of various types to perform outlier detection is also covered. In essence, the objective is to present the computational preliminaries necessary for developing various algorithmic methods for outlier detection in multi-dimensional record data as well as anomaly detection in network/graph data.

Item Type:	Book Chapter
Publication:	Intelligent Systems Reference Library
Publisher:	Springer Science and Business Media Deutschland GmbH
Additional Information:	The copyright for this article belongs to Springer Science and Business Media Deutschland GmbH.
Department/Centre:	Division of Electrical Sciences > Computer Science & Automation
Date Deposited:	28 Nov 2022 09:25
Last Modified:	28 Nov 2022 09:25
URI:	https://eprints.iisc.ac.in/id/eprint/78003

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