Data Science and Network Engineering : Proceedings ICDSNE 2024 (Lecture Notes in Networks and Systems) （2025）

Namasudra, Suyel (EDT)/ Kar, Nirmalya (EDT)/ Patra, Sarat Kumar (EDT)

Springer Nature（2024/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 390 p.
• 言語 ENG
• 商品コード 9789819783359

Full Description

This book includes research papers presented at the International Conference on Data Science and Network Engineering (ICDSNE 2024) organized by the Department of Computer Science and Engineering, National Institute of Technology Agartala, Tripura, India, during July 12-13, 2024. It includes research works from researchers, academicians, business executives, and industry professionals for solving real-life problems by using the advancements and applications of data science and network engineering. This book covers many advanced topics, such as artificial intelligence (AI), machine learning (ML), deep learning (DL), computer networks, blockchain, security and privacy, Internet of things (IoT), cloud computing, big data, supply chain management, and many more. Different sections of this book are highly beneficial for the researchers, who are working in the field of data science and network engineering.

Contents

Hyperparameter Tuning of Fine-Tuned VGG19 Using Sine Cosine Algorithm for Acute Lymphoblastic Leukemia Detection.- Computer Vision and Deep Learning-based Model for Detecting Spoofed Faces in Images.- Explainable AI Insights into a Time Series Weather Prediction Model Using Stacked LSTM.- Patient-specific and Patient-independent Seizure Prediction using Ensemble Learning Technique.- An Intuitive and Modular Framework for Enhanced Human-Machine Synergy.- Wavelet-Transformed k-NN Pipeline for EEG-Based Eye Blink Classification with Time Wrapping.