DoSIER 2024

Table of Contents

• Preface 1-1 PDF
  
• Automatic Cluster Detection in Hyperspectral Images using Quantum Walrus Optimizers 2-14 PDF
  Bijaya K. Panigrahi, Václav Snásel, Ivan Zelinka, Jan Platos, Tulika Dutta, Siddhartha Bhattacharyya
• High-speed Fuzzy Inference Machine Learning Device Based on Single-Layer Area Ratio Defuzzifier 15-25 PDF
  Maxim V. Bobyr, Alexandr Malyshev, Bogdan Bondarenko
• An Efficient Elephant Detection Strategy using Visual Attention Network (VAN) in Custom Dataset improved YOLOv7 Model 26-39 PDF
  Rakesh Kumar Mandal, Rabin Kumar Mullick
• Enhanced Vision-Based Human Fall Detection with Mask-RCNN and Autoencoder-LSTM Hybrid Framework 40-47 PDF
  Mili Ghosh, Sritama Chakraborty
• An Ontological Model of Peltier Thermoelement Control based on a Fuzzy Digital Filter and a PID-controller 48-56 PDF
  Natalya A. Milostnaya, Artem Aseev, Maxim V. Bobyr
• Evaluation of Faculty Teaching Effectiveness through Student Feedback Utilizing Fuzzy TOPSIS Method 57-71 PDF
  Sandip Dey, Dhrubajyoti Ghosh, Anita Pal
• Unsupervised Machine Learning Approach in Smart Agriculture to Measure Disease Severity of Tomato Leaf 72-86 PDF
  Atanu Mondal, Trijit Arka Ghosh
• Transfer Learning based Framework of VGG-16 to Detect Breast Cancer using Histopathological Images 87-101 PDF
  G. Divya Zion, B. K. Tripathy 0001
• A Survey: Deepfake and Current Technologies for Solutions 102-116 PDF
  Sayan Banerjee, Sumit Kumar Yadav, Md Ajij, Ankit Dhara
• Droplet Routing in Digital Microfluidic Biochip using Agglomerative Hierarchical Clustering 117-128 PDF
  Hafizur Rahaman 0001, Jayanti Das, Indrajit Pan
• Computational Creativity by Heuristic Search and Machine Learning 129-142 PDF
  Sayantani Ghosh, Amit Konar
• Elephant Detection near Railway Tracks using an Ensemble Approach of SSD and YOLO Model 143-157 PDF
  Swarup Das, Rakesh Kumar Mandal, Dechen Doma Bhutia
• Potato Leaf Disease Detection using CNN - A Lightweight Approach 158-171 PDF
  Hiranmoy Roy, Syed Mohammed Musharraf, Anubhav Dey, Debotosh Bhattacharjee, Abhisek Saha
• Enhancing Domain-Specific ASR Performance Using Finetuning and Zero-Shot Prompting: A Study in the Medical Domain 172-180 PDF
  Utsav Bandyopadhyay Maulik, Sudeshna Sarkar, Pabitra Mitra
• Training Feed-Forward Neural Networks for Medical Image Registration Using Sine-Cosine and Teaching-Learning-Based Fusion 181-192 PDF
  Md Ajij, Tapas Sangiri
• Deep Learning-Enhanced Detection of Lie Tendencies through Answer Pattern Analysis 193-210 PDF
  Rakesh Kumar Mandal, Debanil Chanda
• Harnessing AI and Machine Learning for Improved Cash Flow Forecasting 211-222 PDF
  Sayantan Polley, Soumit Roy, Saurav De, Chittresh Mitra, Chetan Gangwal
• Detecting the Factors affecting Carbon Emissions in Food Recipes using Regression Models and Explainable Artificial Intelligence 223-232 PDF
  Eman Ahmed, Mamdouh M. Gomaa, Ashraf Darwish, Aboul Ella Hassanien
• Enhanced UAV Tracking through Multi-Sensor Fusion and Extended Kalman Filtering 233-245 PDF
  Bodhisattwa Baidya, Arkaprava Chakraborty, Anirban Santra, Gourab Das, Sarbajit Manna, Atanu Mondal
• Time Series Error Detection Solution based on REFII Model and Concept of Nontemporal Expansion 246-254 PDF
  Goran Klepac