Computer Science & Information Management

Intelligent Systems
Advances in Biometric Systems, Soft Computing, Image Processing and Data Analytics

Editor: Chiranji Lal Chowdhary, PhD

Intelligent Systems

Published. Available now.
Pub Date: January 2020
Hardback Price: see order info
Hard ISBN: 9781771888004
Paperback Price: see order info
Paperback ISBN: 978-1-77463-479-0
E-Book Price:  see order info
E-Book ISBN: 9780429265020
Pages: 320 pages with index
Binding Type: hardback/paperback/ebook
Notes: 14 color and 81 b/w illustrations

Now Available in Paperback


This volume, Intelligent Systems: Advances in Biometric Systems, Soft Computing, Image Processing, and Data Analytics, helps to fill the gap between data analytics, image processing, and soft computing practices. Soft computing methods are used to focus on data analytics and image processing approaches to develop good intelligent systems. To this end, readers will find quality research that presents the current trends, advanced techniques, and hybridized techniques relating to data analytics and intelligence systems. The book also features case studies related to medical diagnosis with the use of image processing or soft computing algorithms in a particular models.

Topics include some of the most important challenges and discoveries in intelligent systems today, such as computer vision concepts and image identification, data analysis and computational paradigms, deep learning techniques, face and speaker recognition systems, and more.

Providing extensive coverage of biometric systems, soft computing, image processing, artificial intelligence, and data analytics, the chapter authors discuss the latest research issues, present solutions to research problems, and look at comparative analysis with earlier results.

Key features:
  • Presents an overview on intelligent techniques available to develop intelligent systems
  • Provides informative coverage of biometric systems, soft computing, image processing, artificial intelligence, and data analytics
  • Focuses on the latest research issues
  • Facilitates easy implementation of research to solve real-world problems
  • Presents novel algorithms and comparative result analysis

CONTENTS:
Preface

PART I: BIOMETRIC SYSTEMS AND IMAGE PROCESSING
1. Intelligent Techniques: An Overview
T. K. Das and D. K. Bebarta

2. A Survey on Artificial Intelligence Techniques Used in Bio-Metric Systems
C. N. Patill, E. Naresh, B. P. Vijay Kumar, and Prashanth Kambli

3. Speech-Based Biometric Using Odia Phonetics
Basanta Kumar Swain and Sanghamitra Mohanty

4. Deep Learning Techniques to Classify and Analyze Medical Imaging Data
Dharm Singh Jat and Chucknorris Garikayi Madamombe

5. Face Recognition System: An Overview
Shubham Shrimali and Chiranji Lal Chowdhary

6. An Overview on the Concept of Speaker Recognition
Sindhu Rajendran, Meghamadhuri Vakil, Praveen Kumar Gupta, Lingayya Hiremath, S. Narendra Kumar, and Ajeet Kumar Srivastava

7. Analysis of a Unimodal and Multimodal Biometric System
Chiranji Lal Chowdhary

PART II: SOFT COMPUTING AND DATA ANALYTICS
8. A Heuristic Approach of Parameter Tuning in a Smote-Based Preprocessing Algorithm for Imbalanced Ordinal Classification
Anna Saro Vijendran and D. Dhanalakshmi

9. Aspects of Deep Learning: Hyper-Parameter Tuning, Regularization, and Normalization
Syed Muzamil Basha and Dharmendra Singh Rajput

10. Super-Resolution Reconstruction of Infrared Images Adopting Counter Propagation Neural Networks
Anna Saro Vijendran

11. High-End Tools and Technologies for Managing Data in the Age of Big Data
M. Nivedhitha and P. M. Durai Raj Vincent

12. An AI-Based Chatbot Using Deep Learning
M. Senthilkumar and Chiranji Lal Chowdhary

PART III: INTELLIGENT SYSTEMS AND HYBRID SYSTEMS
13. A Real-Time Data Analytics-Based Crop Diseases Recognition System
Chiranji Lal Chowdhary, Rachit Bhalla, Esha Kumar, Gurpreet Singh, K. Bhagyashree, and Gursimran Singh

14. Image Caption Generation with Beam Search
Chiranji Lal Chowdhary, Aman Goyal, and Bhavesh Kumar Vasnani

Index


About the Authors / Editors:
Editor: Chiranji Lal Chowdhary, PhD
Associate Professor, School of Information Technology & Engineering, VIT Vellore, India

Chiranji Lal Chowdhary, PhD, is currently Associate Professor in the School of Information Technology & Engineering at VIT Vellore, India. He has 15 years of experience in academia and six months of experience in industry. He has received research awards for publishing research papers in refereed journals from VIT University fix times consecutively. He has guided more than 20 graduate projects and more than 20 postgraduate-level projects. His publications are indexed by Clarivate Analytics, IEEE Computer Society, SCOPUS, the ACM Digital Library, and other abstract and citation databases. He is a reviewer for many reputed journals. He is a life member of the Computer Society of India, the Indian Science Congress Association, and the Indian Society for Technical Education. He has published many papers in refereed journals and has attended international conferences. He has contributed many chapters and is currently in the process of several editing books. His current research includes digital image processing, deep learning, pattern recognition, soft computing, and biometric systems.




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