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 .
Tata Consultancy Services Limited , Mumbai ( IN )
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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.