DoSIER 2024
2024 Sixth Doctoral Symposium on Intelligence Enabled Research

Table of Contents

• Preface 1
  Summary: There were 65 papers submitted for peer review to this Symposium. Out of these, 20 papers
  were accepted for this volume as regular papers.

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