Demystifying Emerging Trends in Machine Learning (Volume 2)

Editors: Pankaj Kumar Mishra, Satya Prakash Yadav

Series Title: Emerging Trends in Computation Intelligence and Disruptive Technologies

Demystifying Emerging Trends in Machine Learning (Volume 2)

ISBN: 978-981-5305-40-1
eISBN: 978-981-5305-39-5 (Online)

Introduction

Demystifying Emerging Trends in Machine Learning (Volume 2) offers a deep dive into emerging and trending topics in the field of machine learning (ML). This edited volume showcases several machine learning methods for a variety of tasks. A key focus of this volume is the application of text classification for cybersecurity, E-commerce, sentiment analysis, public health and web content analysis.

The 49 chapters highlight a wide variety of machine learning methods including SVNs, K-Means Clustering, CNNs, DCNNs, among others. Each chapter includes accessible information through summaries, discussions and reference lists. This comprehensive volume is essential for students, researchers, and professionals eager to understand the emerging trends reshaping machine learning today.

Readership

Scholars and professionals interested in machine learning trends and research.

Preface

Artificial intelligence (AI) and machine learning (ML) are revolutionizing the way we approach healthcare and various industries. AI and ML are being used to improve patient outcomes, reduce costs, and increase efficiency in the healthcare industry. AI is also used in medical devices to predict and identify diseases, classify data for disease outbreaks, and optimize medical therapy.

In this book, we explore the role of neural networks in AI and ML in the medical and health sector. Neural networks are being used in oncology to train algorithms that can identify cancerous tissues at the microscopic level with the same accuracy as trained physicians. Various rare diseases may manifest in physical characteristics that can be identified in their premature stages by using facial analysis on patient photos.

The book also explores the role of AI and ML in various industries such as finance, retail, manufacturing, and more. AI is being used to improve customer experience by providing personalized recommendations based on customer data. In manufacturing, AI is being used to optimize supply chain management by predicting demand and reducing waste.

This book is a comprehensive guide for anyone interested in learning about the role of AI and ML in medical, health sectors, and various industries.

Pankaj Kumar Mishra
Hi-Tech Institute of Engineering and Technology
Ghaziabad, U.P.
India

&

Dr. Satya Prakash Yadav
Department of Computer Science and Engineering
G.L. Bajaj Institute of Technology and Management (GLBITM), Affiliated to AKTU
Greater Noida- 201306, U.P.
India