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Priya Natarajan

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Review Open access 2022

Factors Affecting Consumer Trust in Online Marketplaces

The online marketplace revolution has changed the way the world trades and trades—products and services can now be conveniently bought and sold from anywhere in the world via digital platforms. Consumer trust is one of the most impactful factors affecting e-commerce purchasing behavior and is a constantly evolving issu...

Rajesh K. Sharma, Priya Natarajan · 0 citations
Review 2023

Sparse Machine Learning Models for High-Dimensional Data Analysis

Experimental findings show that sparse models provide better robustness, faster convergence, lower memory usage, and reduced training complexity than traditional dense models.

Rajesh K. Sharma, Priya Natarajan · 0 citations
Open access 2020

AI-Driven Adaptive Control Systems for Industrial Automation

This research proposes an AI-driven adaptive control architecture that includes intelligent sensing, machine learning optimization, predictive analytics, reinforcement learning, and fault diagnosis modules for smart industrial automation that outperform traditional industrial controllers in adaptability, robustness, an...

Rajesh K. Sharma, Priya Natarajan · 0 citations
Open access 2023

Intelligent Terrain Adaptation Techniques for Mobile Robotic Platforms

The results show that multi-modal sensor fusion provides the reliable situational awareness necessary for long-term robot autonomy in search-and-rescue, planetary exploration, and agricultural operations.

Rajesh K. Sharma, Priya Natarajan · 0 citations
Open access 2020

Cross-Domain Applications of Gamification in Modern Education

The study proposes future integration of AI-driven personalization and competency-based assessment for scalable and ethical gamification in education, and draws on theories including Self-Determination Theory, Flow Theory, and Constructivist Learning Theory to explain learner engagement.

Rajesh K. Sharma, Priya Natarajan · 0 citations
Open access 2019

CFD Analysis of Heat Transfer in Compact Heat Exchangers

Compact heat exchangers (CHEs) are widely used in modern thermal systems due to their high heat transfer efficiency, compact size, and reduced material usage. They find applications in aerospace, automotive, power generation, chemical processing, and electronics cooling. With the growing demand for energy-efficient and...

Priya Natarajan · 0 citations
Open access 2021

Quantum Communication and Its Impact on Future Data Transmission Systems

The study delves into quantum key distribution, quantum teleportation, and quantum networks, highlighting their advantages over classical communication systems, and the challenges associated with implementing quantum communication, such as decoherence, quantum error correction, and scalability.

Rajesh K. Sharma, Priya Natarajan · 0 citations
Review Open access 2021

Edge Computing Architectures for Ultra-Low Latency Applications

The evaluation of the proposed architecture through analytical models and simulation-based evaluations shows that the proposed architecture can reduce the latency onto 65 percent of the time relative to the conventional cloud-based architecture, affirm the claim that edge computing is an essential enabler of the next-g...

Priya Natarajan · 0 citations
Open access 2021

Reinforcement Learning for Adaptive Resource Management in Cloud Software

Reinforcement learning-based adaptive resource management framework is proposed that enables cloud systems to autonomously learn optimal resource allocation policies through continuous interaction with the environment and significantly outperforms static and reactive baseline strategies in terms of resource utilization...

Rajesh K. Sharma, Priya Natarajan · 0 citations

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