All Stories

  1. A real-time keypoint-based graph convolutional network for suspicious activity recognition in surveillance systems

    Article • Discover Applied Sciences, December 2025, Springer Science + Business Media

    Mrs M ARCHANA

  2. The Cybersecure Property Ledger

    Article • November 2025, IGI Global

    Mrs M ARCHANA

  3. A Hybrid Deep Reinforcement and Swarm Optimization Strategy for Intelligent Cloud Service Composition

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  4. Optimized Neural Architecture for Wearable Health Devices using Edge-Level TinyML

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  5. Secure Federated Learning Framework for Anomaly Detection in IoT Networks using Lightweight Cryptographic Hashing

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  6. An Energy-Efficient and Privacy-Preserving Routing Scheme for Sustainable IoT Health Systems

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  7. Bio-Inspired Secure Routing in IoT-Enabled Smart Healthcare Networks

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  8. Resource-Efficient Named Entity Recognition: Evaluating Classical, BiLSTM-CRF, and Distilled Transformer Architectures

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  9. Unified Framework for Enhancing Federated Learning Security and Robustness using GANs, Blockchain, and Differential Privacy

    Article • April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  10. A Metaheuristic Optimization Model Based on Corporate Hierarchical Dynamics for Efficient and Scalable Feature Selection in High-Dimensional Data

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  11. Edge-Centric IoT Health Monitoring: Optimizing Real-Time Responsiveness, Data Privacy, and Energy Efficiency

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  12. Energy-Efficient and Sustainable Cluster-Based Routing in IoT Based WSNs Using Metahueristic Optimization

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  13. Crayfish Optimization Algorithm for Enhanced Feature Selection Accuracy for Datasets

    Article • January 2025, Springer Science + Business Media

    Mrs M ARCHANA

  14. Weighted Chimp Optimization Algorithm-based Energy-Efficient Data Aggregation and Cluster Routing in IoT Sensor Networks

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  15. Heap-based Optimization with Corporate Rank Hierarchy for Enhanced Cluster Head Selection in IoT-Enabled Wireless Sensor Networks

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  16. VisiDriveNet: A Deep Learning Model for Enhanced Autonomous Navigation in Urban Environments

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  17. Enhanced Real-Time Surveillance and Suspect Identification Using CNN-LSTM Based Body Language Analysis

    Article • International Journal of Electronics and Communication Engineering, September 2024, Seventh Sense Research Group Journals

    Mrs M ARCHANA

  18. Dynamic Framework for Optimized Cloud Service Selection Using Adaptive Weighting and Enhanced TOPSIS

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  19. Human action recognition using key point detection and machine learning

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  20. YOLO-SpectraWatch: A Novel Architecture for Rapid Suspect Detection in Crowded Urban Environments

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  21. Automated suspect detection system and its current state of art and future research directions

    Article • January 2024, American Institute of Physics

    Mrs M ARCHANA

  22. Automated Student Assignment Evaluation Based on Information Retrieval and Statistical Techniques

    Article • January 2024, Springer Science + Business Media

    Mrs M ARCHANA

  23. Auto Deep Learning-based Automated Surveillance Technique to Recognize the Activities in the Cyber-Physical System

    Article • International Journal on Recent and Innovation Trends in Computing and Communication, March 2023, Auricle Technologies, Pvt., Ltd.

    Mrs M ARCHANA

  24. Smart Blind Cane for Blind and Deaf People with a Safety Trigger

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs M ARCHANA

  25. Smart Guiding Assistant for Visually Impaired using Raspberry Pi

    Article • November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mrs Sankari S Subiah, Mrs M ARCHANA

  26. A Fire Alarm Detection System with Speech Output Using Thresholding RGB and YCbCr Colour Space

    Article • October 2020, Springer Science + Business Media

    Mrs M ARCHANA

  27. Comparative Analysis of Apache Spark and Hadoop MapReduce Using Various Parameters and Execution Time

    Article • January 2020, Springer Science + Business Media

    Mrs M ARCHANA

  28. Identifying Best Products Based on Multiple Criteria Using Descision Making System

    Article • January 2014, Springer Science + Business Media

    Mrs M ARCHANA