Smart and Sustainable Intelligent Systems

Acknowledgement xxix

Part 1: MACHINE LEARNING AND ITS APPLICATION 1

1 Single Image Super-Resolution Using GANs for High-Upscaling Factors 3

2 Landmark Recognition Using VGG16 Training 17

3 A Comparison of Different Techniques Used for Classification of Bird Species From Images 41

4 Road Lane Detection Using Advanced Image Processing Techniques 51

5 Facial Expression Recognition in Real Time Using Convolutional Neural Network 73

6 Feature Extraction and Image Recognition of Cursive Handwritten English Words Using Neural Network and IAM Off-Line Database 91

7 License Plate Recognition System Using Machine Learning 103

8 Prediction of Disease Using Machine Learning Algorithms 115

Part 2: DEEP LEARNING AND ITS APPLICATION 127

9 Brain Tumor Prediction by Binary Classification Using VGG-16 129

10 Study of Gesture-Based Communication Translator by Deep Learning Technique 139

11 Transfer Learning for 3-Dimensional Medical Image Analysis 151

12 A Study on Recommender Systems 173

13 Comparing Various Machine Learning Algorithms for User Recommendations Systems 181

14 Indian Literacy Analysis Using Machine Learning Algorithms 191

15 Motion Transfer in Videos using Deep Convolutional Generative Adversarial Networks 205

16 Twin Question Pair Classification 215

17 Exploration of Pixel-Based and Object-Based Change Detection Techniques by Analyzing ALOS PALSAR and LANDSAT Data 229

18 Tracing Bad Code Smells Behavior Using Machine Learning with Software Metrics 245

19 A Survey on Various Negation Handling Techniques in Sentiment Analysis 259

20 Mobile-Based Bilingual Speech Corpus 281

21 Intrusion Detection using Nature-Inspired Algorithms and Automated Machine Learning 295

Part 3: SECURITY AND BLOCKCHAIN 309

22 Distributed Ownership Model for Non-Fungible Tokens 309

23 Comparative Analysis of Various Platforms of Blockchain 323

24 Smart Garbage Monitoring System 341

25 Study of Various Intrusion Detection Systems: A Survey 355

Part 4: COMMUNICATION AND NETWORKS 373

26 Green Communication Technology Management for Sustainability in Organization 375

27 A Means of Futuristic Communication: A Review 387

28 Experimental Evaluation of Security and Privacy in GSM Network Using RTL-SDR 401

29 A Novel Consumer-Oriented Trust Model in E-Commerce 413

30 Data Mining Approaches for Profitable Business Decisions 427

Part 5: LATEST TRENDS IN SUSTAINABLE COMPUTING TECHNIQUES 443

31 Survey on Data Deduplication Techniques for Securing Data in Cloud Computing Environment 445

32 Procedural Music Generation 461

33 Detecting Photoshopped Faces Using Deep Learning 469

34 A Review of SQL Injection Attack and Various Detection Approaches 481

35 Futuristic Communication Technologies 491

36 An Approach for Load Balancing Through Genetic Algorithm 511

Index 525