Optimizing health data analytics in fog computing using hyperparameter tuning and grid search
*Kiran Deep SinghCorresponding authorkdkirandeep@gmail.comDepartment of Computer Science & EngineeringChitkara University Institute of Engineering and TechnologyChitkara UniversityPunjab, IndiaView full profile → , Prabh Deep Singhssingh.prabhdeep@gmail.comDepartment of Computer Science & EngineeringGraphic Era (Deemed to be University)Dehradun, Uttrakhand, IndiaView full profile → , Harsh Tanejaharshtaneja88@gmail.comDepartment of Computer Science & EngineeringGraphic Era (Deemed to be University)Dehradun, Uttrakhand, IndiaView full profile → , Rohan Vermarohanvermahnb@gmail.comDepartment of Computer Science & EngineeringGraphic Era (Deemed to be University)Dehradun, Uttrakhand, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Published Online:
- 17 Mar 2024
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-1560
- Pages:
- 429–438
Abstract
Keywords
Subject Classifications
References
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[4] Rathore PS, Chatterjee JM, Kumar A, Sujatha R. Energy-efficient cluster head selection through relay approach for WSN. J Supercomput. 77 : 7649–75 (2021).
[6] Rani S, Ahmed SH, Rastogi R. Dynamic clustering approach based on wireless sensor networks genetic algorithm for IoT applications. Wirel Networks. 26 : 2307–16 (2020).
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[8] Matta P, Pant B, Tiwari UK. DDITA: A naive security model for IoT resource security. Adv Intell Syst Comput. 670 : 199–209 (2019).
[9] Tiwari P, Pant B, Elarabawy MM, Abd-Elnaby M, Mohd N, Dhiman G, et al. CNN Based Multiclass Brain Tumor Detection Using Medical Imaging. Comput Intell Neurosci [Internet]. 2022 [cited 2022 Dec 9];2022:1830010. Available from: https://www.hindawi.com/journals/cin/2022/1830010/.
[10] Nayak J, Meher SK, Souri A, Naik B, Vimal S. Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection. J Supercomput. 78(13) : 14866–91 (2022).
[11] Singh PD, Singh KD. Security and Privacy in Fog/Cloud-based IoT Systems for AI and Robotics. EAI Endorsed Trans AI Robot. 2 (2023).
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[14] Singh P, Singh KD. Fog-Centric Intelligent Surveillance System: A Novel Approach for Effective and Efficient Surveillance. In: 2023 International Conference on Advancement in Computation \& Computer Technologies (InCACCT). p. 762–6 (2023).
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[16] Wang Y, Zhang H, An Y, Ji Z, Ganchev I. Rg hyperparameter optimization approach for improved indirect prediction of blood glucose levels by boosting ensemble learning. Electron. 10(15) : 1797 2021 ().
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[18] Kang SS, Singh KD, Kumari S. Smart antenna for emerging 5G and application. In: Printed Antennas. CRC Press; p. 249–64 (2022).




