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Comparative Studies | Computer and Mathematical Sciences | India | Volume 9 Issue 12, December 2020 | Popularity: 6.4 / 10
Exponential Regression via Linear Modeling using Stochastic Gradient Descent and Optimization
Jogimol Joseph, Dr. K. Mathew
Abstract: Exponential regression is used to model situations in which growth begins slowly and then accelerates rapidly without bound, or where decay begins rapidly and then slows down to get closer and closer to zero. Sometimes linear regression can be used with relationships which are not inherently linear, but can be made to be linear after a transformation. Exponential problems can be linearized by Stochastic Gradient Descent as well as optimization in cost function.
Keywords: Exponential Regression, Stochastic Gradient Descent, Optimization, cost function
Edition: Volume 9 Issue 12, December 2020
Pages: 9 - 11
Make Sure to Disable the Pop-Up Blocker of Web Browser
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Computer and Mathematical Sciences, India, Volume 9 Issue 5, May 2020
Pages: 1600 - 1602A Mathematical Modelling Approach in the Spread of the Novel 2019 Coronavirus SARS-CoV-2 (COVID-19) Pandemic
Pratyush Sudhakar
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Computer and Mathematical Sciences, India, Volume 9 Issue 6, June 2020
Pages: 1604 - 1606A Statistical Approach for Off-Line Signature Verification Technique using DWT
S. Vasuki, R. Swetha
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Computer and Mathematical Sciences, India, Volume 9 Issue 10, October 2020
Pages: 1034 - 1042A Data Integration and Analysis System for Safe Route Planning
Aryan Guptaa, Bhavye Khetan
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Computer and Mathematical Sciences, India, Volume 9 Issue 9, September 2020
Pages: 1320 - 1322Applications of Queuing Theory in Hospital Management System
Balamurugan.S, Anitha.R