Understanding Pattern Analysis

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Mangesh M. Ghonge, PhD – Associate Professor, Department of Computer Engineering, Sandip Foundation’s Sandip Institute of Technology and Research Centre, Nashik, India
Pradeep Nijalingappa, PhD – Professor, Computer Science and Engineering, Bapuji Institute of Engineering and Technology, Davangere, Karnataka, India
Ahmed J. Obaid, PhD – Assistant Professor, Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, Iraq

Series: Computer Science, Technology and Applications
BISAC: COM004000; COM016000
DOI: https://doi.org/10.52305/TWDK2271

Understanding Pattern Analysis provides an overview of the most recent research on the creation and application of synergistic approaches to pattern analysis in real-world contexts. This book discusses a variety of hybrid intelligence strategies, including application of pattern analysis to astrobiology, pattern analysis for predictive systems of modern agriculture practices, cognitive pattern recognition, cognition of 5G network toward digital healthcare for smart cities and object detection for autonomous vehicles.

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Table of Contents

Preface

Chapter 1. Application of Pattern Analysis to Astrobiology: The Spatial Distribution of Features Revealed by Martian Rovers
Richard A. Armstrong
Vision Sciences, Aston University, Birmingham, UK

Chapter 2. Pattern Analysis for Predictive Systems of Modern Agriculture Practices
Amin Gasmi
Bioinformatics Department, Francophone Society of Nutritherapy and Applied Nutrigenetics, Villeurbanne, France

Chapter 3. Cognitive Pattern Recognition and Analysis for Healthcare Data
Amin Gasmi
Bioinformatics Department, Francophone Society of Nutritherapy and Applied Nutrigenetics, Villeurbanne, France

Chapter 4. Object Detection and Alerting System in Pattern Analysis
Sulakshana B. Mane1 and Mangesh M. Ghonge2
1
Assistant Professor, Bharati Vidyapeeth College of Engineering, Mumbai, India
2Department of Computer Engineering, Sandip Institute of Technology and Research Center, Nashik, India

Chapter 5. Time Series with Multiclass SVM Based Machine Learning Classification for Imbalanced Datasets in Health Care Predictive Models
M. Revathi and D. Ramyachitra
Department of Computer Science, Bharathiar University, Coimbatore, India

Chapter 6. Cognition of 5G Network toward Digital Healthcare for Smart Cities: Issues, Challenges, and Future Directions
Devasis Pradhan1, Mangesh M. Ghonge2, Hla Myo Tun3, Naw Khu Say Wah3 and Thandar Oo3
1
Department of Electronics and Communication Engineering, Acharya Institute of Technology, Bangalore, India
2Department of Computer Engineering, Sandip Institute of Technology and Research Center, Nashik, India
3Department of Electronic Engineering, Yangon Technological University, Yangon, Myanmar

Chapter 7. Object Detection in an Autonomous Vehicle
Mangesh M. Ghonge1 and Pradeep N2
1
Department of Computer Engineering, Sandip Institute of Technology and Research Center, Nashik, India
2Department of Computer Science and Engineering, Bapuji Institute of Engineering and Technology, Davangere, India

Index


Mangesh M. Ghonge https://orcid.org/0000-0003-0140-4827