Vol. 4 No. 1 (2026)

Articles

• Machine Learning-Based Early Detection of Financial Crashes Using Multi-GRU Networks

  Ramsheel M, M. Shanmugapriya

  01 - 07

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• DRCDNet:Adaptive Deep Residual CNN for Real-Time Blind Denoising and Quality Enhancement

  T D JAIN SUBA, S.Sugantha Priya

  08 - 18

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• A Rank-Consensus Ensemble Feature Selection and Soft-Voting Framework for Interpretable Breast Cancer Prediction

  M. Priyadharshini, V. Murugesh

  19 - 28

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• Comparative analysis between Convolutional Neural Network (CNN) and Starfish Optimized with CNN for citrus fruit disease detection and classification

  S. Lingeswari

  29 - 39

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• Hybrid Machine Learning–Deep Learning Framework for Time-Series Rainfall Prediction in Tamil Nadu

  S Prema, M. Menaka, S Dhamodharavadhani, M. Meenaga

  40 - 48

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• Medicinal Plant Identification Using Hierarchical Multimodal Feature Fusion with Deep Vision Transformers

  Bhavani Parashuram Pavar, Janarthanam S

  49 - 58

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• A Secure Framework for Medical Data Protection in Cloud Environments

  R. Palaniyappan, D. Sasikala

  59 - 66

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• Medical Image Compression and CNN Performance: A Systematic Meta-Analysis

  C. Nandhini, M.Gokila, G.Vijaiprabhu

  67 - 73

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• Chaos-Based ETC System with ANM

  P.Sridevi

  74 - 83

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• Enhancing the Predictive Performance of Heart Disease Detection on The Cardiovascular Disease Dataset Using Gated Recurrent Unit and Light Gradient Boosting Machine

  M. Ranjani, P.R.Tamilselvi

  84 - 100

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• A Survey on Security Challenges in Community and Multi-Cloud Computing

  J. Karthikeyini, K. S. Mohanasathiya, S. Prasath

  101 - 112

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• Heart Whispers: AI-Powered Real-Time Cardiac Arrest Prediction Framework

  P. Monish

  113 - 117

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• Enhancing Wireless Privacy Safeguarding Through WPA3

  V. Selvi, R.Sankarasubramanian

  118 - 125

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• Building a Safer Social Network: Machine Learning Algorithm for Blocking Digital Bullying Words

  A. Sharfudeen, R. Sankarasubramanian

  126 - 129

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• Dynamic Severity-Aware Fusion Network for Accurate and Real-Time Diabetic Retinopathy Classification Using Multi-Scale Attention Mechanisms

  S Jaganathan, S. Prasath, S Jaganathan

  130 - 138

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• Deep Learning for Financial Fraud Detection: A Hybrid GNN-Transformer Fraud Detection Model

  V. Jaya Bharathi, B. Gayathiri

  139 - 145

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• A Literature Survey on Secure and Energy-Efficient Routing Techniques in Manets

  M. Selvi, R. Rajesh

  146 - 160

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