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Optimization-Based Data Science for an IoT Service Applicable in Smart Cities
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Author(s): Vinit Juneja (Vellore Institute of Technology, India), Sonakshi Singh (Vellore Institute of Technology, India), Vipin Jain (Teerthanker Mahaveer University, Moradabad, India), Kamal Kishor Pandey (Teerthanker Mahaveer University, Moradabad, India), Dharmesh Dhabliya (Vishwakarma Institute of Information Technology, Pune, India), Ankur Gupta (Vaish College of Engineering, Rohtak, India)and Digvijay Pandey (Department of Technical Education, Dr. A.P.J. Abdul Kalam Technical University, Lucknow, India)
Copyright: 2023
Pages: 22
Source title:
Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities
Source Author(s)/Editor(s): Sabyasachi Pramanik (Haldia Institute of Technology, India)and K. Martin Sagayam (Karunya Institute of Technology and Sciences, India)
DOI: 10.4018/978-1-6684-6408-3.ch016
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Abstract
There are several research works that are focused on IoT services. IoT services are frequently applicable in smart cities. But there is need to optimize datasets to improve the performance of prediction mechanism during decision making. There have been several studies in area of IoT that have considered role of optimizer for IoT services that are applicable in smart cities. Research work considers PSO technique to get the optimized data set before training operation. The dataset is filtered considering optimization approach. Simulation work is supposed to provide solution in less time with better accuracy.
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