Machine learning optimization techniques: a Survey, classification, challenges, and Future Research Issues

K Bian, R Priyadarshi - Archives of Computational Methods in Engineering, 2024 - Springer
Optimization approaches in machine learning (ML) are essential for training models to
obtain high performance across numerous domains. The article provides a comprehensive …

Techniques employed in distributed cognitive radio networks: a survey on routing intelligence

R Priyadarshi, RR Kumar, Z Ying - Multimedia Tools and Applications, 2024 - Springer
In order to meet the growing needs for wireless communication in dynamic and diverse
circumstances, Cognitive Radio Networks (CRNs) have evolved as a transformational …

Policy Framework for Realizing Net-Zero Emission in Smart Cities

P Wang, R Priyadarshi - Archives of Computational Methods in …, 2024 - Springer
This policy framework, when implemented over time, will provide a strategic roadmap for
smart cities to achieve net-zero emissions. This promotes sustainable urban expansion and …

Application of Photoelectric Conversion Technology in Photoelectric Signal Sampling System

G Zhao, H Zhao, J Zhang, C Chen, W Tao - Archives of Computational …, 2024 - Springer
The objective of this study is to investigate the use of photoelectric conversion technology in
the process of creating enhanced photoelectric signal sampling systems using photoelectric …

Decision-Making Model Construction of Emergency Material Allocation for Critical Incidents Based on BP Neural Network Algorithm: An Overview

Y Yan - Archives of Computational Methods in Engineering, 2024 - Springer
Effective emergency material allocation is critical for mitigating the impact of critical
incidents. This paper proposes a decision-making model for emergency material allocation …

Denoising and segmentation in medical image analysis: A comprehensive review on machine learning and deep learning approaches

RR Kumar, R Priyadarshi - Multimedia Tools and Applications, 2024 - Springer
Medical imaging plays an essential role in modern healthcare, helping accurate diagnoses
and effective treatment strategies. Still, the quality and interpretability of medical images are …

[HTML][HTML] A comprehensive review of energy efficient routing protocols for query driven wireless sensor networks

P Bekal, P Kumar, PR Mane, G Prabhu - F1000Research, 2023 - ncbi.nlm.nih.gov
In this current era of communications and networking, The Internet of things plays the main
role in the making of smart communication and networking. In this article, we have focused …