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Full Description
This book explores applied machine learning and deep learning in the field of sensing, vision and sensor-based applications. It includes a series of methodologies, exploration of new applications, presentations on relevant datasets, challenging applications, guidelines, ideas and future scopes. Edited by leading experts in these arenas, the book will be of great interest to academic researchers, graduate students, and industry professionals in the fields of machine learning, deep learning, AI, sensing, computer vision and sensors.
Contents
Chapter 1 A Tri-modal Fusion Network for Object Detection Using Small Amounts of Low-Quality Data
Yusuke Watanabe, Yuma Yoshimoto and Hakaru Tamukoh
Chapter 2 Arabic Music Classification and Generation using Deep Learning
Mohamed Elshaarawy, Ashrakat Saeed, Mariam Sheta, Abdelrahman Said, Asem Bakr, Omar Bahaa and Walid Gomaa
Chapter 3 An Experimental Study on Speech Emotion Recognition for Bangla Language
Md. Mehedi Hasan, Sarker Tanveer Ahmed Rumee and Moinul Islam Zaber
Chapter 4 Performance Evaluation of Multi-class Bangla Public Sentiment Analysis Using Machine Learning and Embedding Techniques
Md Tazimul Hoque, Syed Tangim Pasha, Rubaiya Khanam, Ashraful Islam, Md Zahangir Alam and Mohammad Nurul Huda
Chapter 5 Cross-Lingual Transfer Learning for Arabic Signature Verification: Dataset and Baseline Evaluation
Tameem Bakr, Ahmed Abdullatif, Kareem Elzeky, Mohamed Elsayed and Rami Zewail
Chapter 6 Empowering Bengali Language in Drone Control with Artificial Neural Networks
Sajjad Hossain Talukder, Noortaz Rezoana, Tanjim Mahmud, Nanziba Basnin, Shourav Chowdhury , Mohammad Shahadat Hossain and Karl Andersson
Chapter 7 Survival Analysis and Therapeutic Drug Targets Identification for Head and Neck Cancer and Chronic Lymphocytic Leukemia Cancer
Md. Anayt Rabbi, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akter, Selina Sharmin
Chapter 8 Intracranial Hemorrhage Segmentation and Application of Interpretable Transfer Learning using Grad-CAM for Classification in Computed Tomography Images
Tazqia Mehrub and Mosabber Uddin Ahmed
Chapter 9 Cervical Cancer Detection Using Multi-Branch Deep Learning Model
Tatsuhiro Baba, Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan
Chapter 10 An Improved Framework for Classification of Skin Cancer Lesions using Transfer Learning
Tanjim Mahmud, Koushick Barua, Anik Barua, Sudhakar Das, Rishita Chakma, Nanziba Basnin, Nahed Sharmen, Mohammad Shahadat Hossain and Karl Andersson
Chapter 11 An Ensemble Learning Classifier to Predict Net Electricity Generation from Nuclear Power Plants
Mushfiqur Rashid Khan, Faiyaz Fahim, Nahid Hasan, Md. Parveg Plaban
Chapter 12 Deep Learning Optimizers: A Sustainability Perspective on Energy and Emissions
Md Asif Mahmod Tusher Siddique, Md Sakibul Islam, Dr. Ah-Lian Kor, Rashedul Kabir, Nusrath Jahan Happy
Chapter 13 Exploration of Hyperledger Besu in Designing Private Blockchain-based Financial Distribution Systems
Md. Raisul Hasan Shahrukha, Md. Tabassinur Rahmanb and Nafees Mansoorc
Chapter 14 BlockCampus: A Blockchain-Based DApp for Enhancing Student Engagement and Reward Mechanisms in an Academic Community for E-JUST University
Mariam Ayman, Youssef El-harty, Ahmed Rashed, Ahmed Fathy, Ahmed Abdullah, Omar Wassim, Walid Gomaa
Chapter 15 A Crop Recommendation System With a Transformer-Based Deep Learning Model
Md. Nabil Sadd Sammo, Humaira Anzum, Shamim Akhter
