Abstract
A method and system has been provided for recommending features for developing an IoT analytics application . The method follows a deep like architecture . It comprises of three distinct layers . First layer is for input signal processing and other two layers are for feature reduction . The time domain , frequency domain and time - frequency domain fea tures are extracted from the input signal . The invention uses multiple feature selection methods so that the union of the recommended features by these feature selection methods is significantly lesser than the initial set of features . The best feature combination is recommended using an exhaustive search .
Document Type
Patent
Patent Number
US010277682B2
Assignee
Tata Consultancy Services Limited , Mumbai ( IN )
Application Number
15 / 817 , 720
Date Filed
11-20-2017
Date Issued
4-30-2019
Recommended Citation
Biswas, Swagata; Chattopadhyay, Tanushyam; Pal, Arpan; Banerjee, Snehasis; and Garin, Utpal, "Method and System for Recommending Features for Developing an IoT Application" (2019). Patents. 8.
https://digitalcommons.isical.ac.in/patents/8