IJWOS VOLUME-03 ISSUE-11 NOVEMBER 2026

DOI: https://doi.org/10.71366/ijwos
Published: November 2026

Articles

  • AIBDO-X: AI Powered Business Decision Optimizer Executive Tool

    Mukesh Ajay Kolhe, Asmita Anand Natkar, Gautan Shivaji Chinde, Tajuna Suresh Rajput, Mukesh Kolhe (Author)
    Keywords: Automated Machine Learning (AutoML), Business Decision Support Systems, Explainable AI (XAI), Large Language Models, Multi-Agent Architecture, Predictive Business Intelligence, Root Cause Attribution, Time-Series Forecasting.
    DOI: –

    Published Date: 2026-11-02 Page No.: 1-10

Modeling Multi-Stage Advanced Persistent Threats via Real-Time Spatiotemporal Vector Stitching

Parupalli Gangadhar, Rogula Varalakshmi, Satyavarapu Naveen, K. Varaprasad (Author)
Keywords: Spatiotemporal Pattern Recognition, Machine Learning Ensembles, Triton Inference Server, Hardware-Accelerated Classification, Missing Data Robustness, Advanced Persistent Threats (APTs), Software-Defined Networking (SDN).
DOI: –

Published Date: 2026-11-03 Page No.: 11-16

Listening to Uncertainty: A Fuzzy Logic Approach to Visual-to-Audio Generation

MAKIREDDI DURGA, MAMIDI REVATHI KALYANI, MANABARTHI YAMUNA, UPPE NANAJI (Author)
Keywords: Visual-to-audio generation, neuro-fuzzy system, fuzzy inference system, genetic algorithm, multimodal learning, Mel-spectrogram, cross-modal synthesis
DOI: –

Published Date: 2026-11-04 Page No.: 17-22

Real-Time Financial Microstructure Ingestion and Sequence Modeling for Stock Market Prediction

Killi Bhaskar Rao, Koduru Rohith, Korupolu Divya, N. V. Ashok Kumar (Author)
Keywords: Long Short-Term Memory (LSTM), Stock Market Prediction, Machine Learning, Recurrent Neural Networks (RNN), Triton Inference Server, TensorRT Acceleration, Sequence Modeling, Predictive Trend Classification.
DOI: –

Published Date: 2026-11-04 Page No.: 23-27

Fire and Smoke Detection Using the YOLOv8 Object Detection Model

MUPPINA SIVAKRISHNA, NAKKA BHARATH, NARIKELLA JAGADEESH, M. CHIRANJEEVI (Author)
Keywords: Fire detection, smoke detection, YOLOv8, object detection, GnConv, attention mechanism, ODConvBS, real-time surveillance.
DOI: –

Published Date: 2026-11-04 Page No.: 28-31

Real-Time Driver Drowsiness Detection System Using OpenCV, Facial Landmark Tracking, and Machine Learning

Tumpala Teja, Yadagiri Kanaka Mahalakshmi, Siyyadri Padmapriya, B. Ganesh (Author)
Keywords: Drowsiness detection, OpenCV, Machine Learning, Eye Aspect Ratio (EAR), Driver fatigue, Convolutional Neural Network (CNN), dlib 68-landmarks, Road safety.
DOI: –

Published Date: 2026-11-04 Page No.: 32-36

THE MARATHON, NOT THE SPRINT: HOW INDIAN INSURGENT CONSUMER BRANDS SCALE

Ravi G Lakhani, Roopali Bajaj, Satish Mewada (Author)
Keywords: Insurgent Brands, D2C, Capital Efficiency, Unit Economics, Beauty and Personal Care, Scaling, India, Secondary Data
DOI: –

Published Date: 2026-11-04 Page No.: 37-63

A Comprehensive Case Study on Renewable Energy Sources: Technologies, Applications, Challenges, and Future Prospects

Shubhekshan Polapally, Namburi Nireekshana, Kaanchanapally Sai Keshav, Damera Vishnu Priya, Bende Sneha, Vemula Haripriya (Author)
Keywords: Renewable Energy, Solar Energy, Wind Energy, Fuel Cells, Tidal Energy, Biomass Energy, Sustainable Development.
DOI: https://doi.org/10.71366/ijwos03112680898

Published Date: 2026-11-06 Page No.: 64-74

Competition Commission of India’s Market Study on E-Commerce in India: Key Findings and Observations (2020)

Shirshendu Guha (Author)
Keywords: Competition Commission of India, e-commerce, Competition Act 2002, digital markets, platform neutrality, deep discounting, data, search ranking.
DOI: –

Published Date: 2026-11-06 Page No.: 75-79