Smart and sustainable intelligent systems
tarafından
 
Gupta, Namita, editor.

Başlık
Smart and sustainable intelligent systems

Yazar
Gupta, Namita, editor.

ISBN
9781119752127
 
9781119752134
 
9781119752103

Fiziksel Tanımlama
1 online resource

İçerik
Preface xxv 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.

Özet
"The world is experiencing an unprecedented period of change and growth through all the electronic and technological developments and everyone on the planet has been impacted. What was once "science fiction', today it is a reality. This book explores the world of many of once unthinkable advancements by explaining current technologies in great detail. Each chapter focuses on a different aspect--Machine Vision, Pattern Analysis and Image Processing--Advanced Trends in Computational Intelligence and Data Analytics--Futuristic Communication Technologies--Disruptive Technologies for Future Sustainability. The chapters include the list of topics that spans all the areas of smart intelligent systems and computing such as: Data Mining with Soft Computing, Evolutionary Computing, Quantum Computing, Expert Systems, Next Generation Communication, Blockchain and Trust Management, Intelligent Biometrics, Multi-Valued Logical Systems, Cloud Computing and security etc. An extensive list of bibliographic references at the end of each chapter guides the reader to probe further into application area of interest to him/her"-- Provided by publisher.

Notlar
John Wiley and Sons

Konu Terimleri
Expert systems (Computer science)
 
Artificial intelligence -- Industrial applications.
 
Machine learning.
 
Computer vision.
 
Speech processing systems.
 
Systèmes experts (Informatique)
 
Intelligence artificielle -- Applications industrielles.
 
Apprentissage automatique.
 
Vision par ordinateur.
 
Traitement automatique de la parole.
 
Intelligence (AI) & Semantics.
 
COMPUTERS.
 
Artificial intelligence -- Industrial applications
 
Computer vision
 
Machine learning
 
Speech processing systems

Yazar Ek Girişi
Gupta, Namita,
 
Chatterjee, Prasenjit, 1982-
 
Choudhury, Tanupriya,

Elektronik Erişim
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119752134


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap596625-1001QA76.76 .E95 S63 2021Wiley E-Kitap Koleksiyonu