Smart and Sustainable Intelligent Systems

Namita Gupta is the Head of Computer Science and Engineering Department at Maharaja Agrasen Institute of Technology, GGSIP University, Delhi, India. She has more than 20 years of teaching experience and has played active role in research and project development. Her current areas of interest and research includes data mining, databases and machine learning.Prasenjit Chatterjee is an associate professor in the Mechanical Engineering Department at MCKV Institute of Engineering, India. He has more than 80 research papers in various international SCI journals. Dr. Chatterjee is one of the developers of a new multiple-criteria decision-making method called Measurement of Alternatives and Ranking according to Compromise Solution (MARCOS).Tanupriya Choudhury received his PhD degree in the year 2016 and is an associate professor in Dept. of Computer Science and Engineering at UPES Dehradun, India. His areas of interests include human computing, soft computing, cloud computing, and data mining. He has filed 14 patents till date and received 16 copyrights from MHRD for his own software. He has authored more than 85 research papers.

• Preface xxv Acknowledgement xxixPart 1: MACHINE LEARNING AND ITS APPLICATION 11 Single Image Super-Resolution Using GANs for High-Upscaling Factors 32 Landmark Recognition Using VGG16 Training 173 A Comparison of Different Techniques Used for Classification of Bird Species From Images 414 Road Lane Detection Using Advanced Image Processing Techniques 515 Facial Expression Recognition in Real Time Using Convolutional Neural Network 736 Feature Extraction and Image Recognition of Cursive Handwritten English Words Using Neural Network and IAM Off-Line Database 917 License Plate Recognition System Using Machine Learning 1038 Prediction of Disease Using Machine Learning Algorithms 115Part 2: DEEP LEARNING AND ITS APPLICATION 1279 Brain Tumor Prediction by Binary Classification Using VGG-16 12910 Study of Gesture-Based Communication Translator by Deep Learning Technique 13911 Transfer Learning for 3-Dimensional Medical Image Analysis 15112 A Study on Recommender Systems 17313 Comparing Various Machine Learning Algorithms for User Recommendations Systems 18114 Indian Literacy Analysis Using Machine Learning Algorithms 19115 Motion Transfer in Videos using Deep Convolutional Generative Adversarial Networks 20516 Twin Question Pair Classification 21517 Exploration of Pixel-Based and Object-Based Change Detection Techniques by Analyzing ALOS PALSAR and LANDSAT Data 22918 Tracing Bad Code Smells Behavior Using Machine Learning with Software Metrics 24519 A Survey on Various Negation Handling Techniques in Sentiment Analysis 25920 Mobile-Based Bilingual Speech Corpus 28121 Intrusion Detection using Nature-Inspired Algorithms and Automated Machine Learning 295Part 3: SECURITY AND BLOCKCHAIN 30922 Distributed Ownership Model for Non-Fungible Tokens 30923 Comparative Analysis of Various Platforms of Blockchain 32324 Smart Garbage Monitoring System 34125 Study of Various Intrusion Detection Systems: A Survey 355Part 4: COMMUNICATION AND NETWORKS 37326 Green Communication Technology Management for Sustainability in Organization 37527 A Means of Futuristic Communication: A Review 38728 Experimental Evaluation of Security and Privacy in GSM Network Using RTL-SDR 40129 A Novel Consumer-Oriented Trust Model in E-Commerce 41330 Data Mining Approaches for Profitable Business Decisions 427Part 5: LATEST TRENDS IN SUSTAINABLE COMPUTING TECHNIQUES 44331 Survey on Data Deduplication Techniques for Securing Data in Cloud Computing Environment 44532 Procedural Music Generation 46133 Detecting Photoshopped Faces Using Deep Learning 46934 A Review of SQL Injection Attack and Various Detection Approaches 48135 Futuristic Communication Technologies 49136 An Approach for Load Balancing Through Genetic Algorithm 511Index 525