Computer science and information technology
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A Survey on Federated Learning Applications in Healthcare Data Privacy
Harish Bishnoi Independent Researcher India Abstract The rapid digitization of healthcare has led to an exponential increase in sensitive medical data, necessitating robust privacy-preserving techniques for data analytics. Federated Learning (FL), an emerging distributed machine learning…
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Comparative Analysis of Traditional Machine Learning Models for Network Intrusion Detection
This manuscript presents a comparative analysis of traditional machine learning models for network intrusion detection, considering technologies and methods available up to 2021. Network security remains a critical concern as cyber threats evolve continually. Intrusion detection…
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Predictive Maintenance in Manufacturing Using Legacy IoT Sensors and Python-based Analytics
Anant Singh Independent Researcher India Abstract Predictive maintenance (PdM) is a transformative approach in manufacturing aimed at optimizing equipment uptime and minimizing unplanned downtimes by forecasting potential failures before they occur. With the increasing deployment of…
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Hybrid Cryptographic Algorithms for Secure Mobile Banking Transactions
Priya Krishnan Independent Researcher India Abstract With the exponential growth in mobile banking usage, securing mobile transactions has become a critical challenge due to the increasing number of cyber-attacks targeting sensitive financial data. This manuscript explores…
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Utilizing Zigbee Protocol in Smart Home Automation Systems
Arjun Nair Independent Researcher India Abstract Smart home automation systems are gaining significant attention for improving convenience, energy efficiency, and security in residential environments. Among various communication protocols, Zigbee stands out as a robust and low-power…
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Analysis of GPU-Accelerated Deep Neural Networks for Handwritten Digit Recognition
Mahesh Hegde Independent Researcher India Abstract Handwritten digit recognition is a fundamental problem in the field of pattern recognition and machine learning, with widespread applications in postal mail sorting, bank check processing, and automated data entry…
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Comparative Study of SQL vs NoSQL Databases for Web Applications
Kavita Gupta Independent Researcher India Abstract This manuscript presents a comprehensive comparative study of relational (SQL) and non-relational (NoSQL) database management systems as they pertain to modern web applications, with all technologies and literature considered only…
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Object Detection Using YOLOv3 for Real-Time Surveillance Applications
Anjali Reddy Independent Researcher India Abstract Object detection is a critical component in computer vision systems for surveillance applications. This manuscript presents a comprehensive study of the You Only Look Once version 3 (YOLOv3) algorithm for…
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Smart Grid Load Balancing Using Neural Network-Based Forecasting Models
Shivani Rao Independent Researcher India Abstract Efficient load balancing is critical for the reliability and stability of modern smart grids, which integrate renewable energy sources and distributed generation. This paper explores the application of neural network-based…
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Design and Implementation of Low-Power CMOS Analog-to-Digital Converters for Portable Devices
Vikram Chauhan Independent Researcher India Abstract The increasing demand for portable and battery-powered devices necessitates the development of low-power Analog-to-Digital Converters (ADCs) with high accuracy and efficiency. This paper explores the design and implementation of low-power…