3 publications
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Use of Natural Language Processing for Hate Speech Detection on SocialMedia:By Anshika Aneja, Apurva Garg, Aditya Nema, Ruchi Jain
Abstract: The exponential growth of social media platforms has led to an increase in user- generated content, enhancing global connectivity but also facilitating the spread of harmful language, including hate speech. Addressing this issue requires robust, Naïve Bayes, Decision Tree, K-Nearest Neighbours (KNN), Linear Regression, and Random Forest—were tested, with Linear Regression achieving the highest accuracy automated systems for detecting and mitigating offensive content. This paper presents a comprehensive analysis of …
Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 2, 2025 · pp. 9–16 Read article →
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Hybrid Machine Learning and Deep Learning approach for Adaptive congestion control in 5G/6G NetworkBy Harshit Choudhary, Ruchi Jain
Abstract: The rapid growth of data traffic, fueled by emerging applications such as autonomous systems, augmented reality (AR), virtual reality (VR), and the Internet of Things (IoT), poses major challenges for modern communication networks. With the rollout of 5G and the continuous transition to 6G, sophisticated congestion control techniques are needed to satisfy the demanding requirements of massive machine-type communication (mMTC), ultra-reliable low-latency communication (URLLC), and improved mobile broadband (eMBB). Conventional …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 11, Issue 2, 2025 · pp. 1–8 Read article →
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From Silicon to Cells: The Emerging World of DNA DataStorageBy Ruchi Jain, Rudra Pratap Singh, Minal Lodhi, Madhu Dhakad
Abstract: DNA data storage is a technology that takes advantage of the inherent characteristics of DNA to store large quantities of data in a highly compact and long-lasting format. This article provides detailed insights into how DNA storage works, as well as analytical methods like encoding, decoding, synthesis, sequencing, and error-correction methods . It investigates many ways DNA storage can be a solution for various fields, from archival data systems and …
Published in International journal of Nanobiotechnology · Vol. 11, Issue 2, 2025 Read article →