Download the fantastic book titled Noise Filtering for Big Data Analytics written by Souvik Bhattacharyya, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Noise Filtering for Big Data Analytics", which was released on 21 June 2022. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Noise Filtering for Big Data Analytics by Souvik Bhattacharyya PDF
This book explains how to perform data de-noising, in large scale, with a satisfactory level of accuracy. Three main issues are considered. Firstly, how to eliminate the error propagation from one stage to next stages while developing a filtered model. Secondly, how to maintain the positional importance of data whilst purifying it. Finally, preservation of memory in the data is crucial to extract smart data from noisy big data. If, after the application of any form of smoothing or filtering, the memory of the corresponding data changes heavily, then the final data may lose some important information. This may lead to wrong or erroneous conclusions. But, when anticipating any loss of information due to smoothing or filtering, one cannot avoid the process of denoising as on the other hand any kind of analysis of big data in the presence of noise can be misleading. So, the entire process demands very careful execution with efficient and smart models in order to effectively deal with it.
Detail About Noise Filtering for Big Data Analytics PDF
- Author : Souvik Bhattacharyya
- Publisher : Walter de Gruyter GmbH & Co KG
- Genre : Computers
- Total Pages : 195 pages
- ISBN : 3110697262
- Release Date : 21 June 2022
- PDF File Size : 17,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
Clicking on the GET BOOK button will initiate the downloading process of Noise Filtering for Big Data Analytics by Souvik Bhattacharyya. This book is available in ePub and PDF format with a single click unlimited downloads.