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07479cam a22005171i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20240917145708.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119750581 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119752103 |
| Qualifying information |
(epub) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1119752108 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119752127 |
| Qualifying information |
(adobe pdf) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1119752124 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9781119750581 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119752134 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1119752132 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
111975058X |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1240828866 |
| Canceled/invalid control number |
(OCoLC)1242873602 |
| -- |
(OCoLC)1243623426 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
OCLCO |
| -- |
UKAHL |
| -- |
DG1 |
| -- |
OCLCF |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.76.E95 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Smart and sustainable intelligent systems / |
| Statement of responsibility, etc |
edited by Namita Gupta, Prasenjit Chatterjee and Tanupriya Choudhury. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hoboken, NJ, USA : |
| Name of publisher, distributor, etc |
Wiley-Scrivener, |
| Date of publication, distribution, etc |
[2021] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent. |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia. |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - CONTENTS |
|---|
| Formatted contents note |
Table of Contents<br/>Preface xxv<br/>Acknowledgement xxix<br/><br/>Part 1: MACHINE LEARNING AND ITS APPLICATION 1<br/><br/>1 Single Image Super-Resolution Using GANs for High-Upscaling Factors 3<br/><br/>2 Landmark Recognition Using VGG16 Training 17<br/><br/>3 A Comparison of Different Techniques Used for Classification of Bird Species From Images 41<br/><br/>4 Road Lane Detection Using Advanced Image Processing Techniques 51<br/><br/>5 Facial Expression Recognition in Real Time Using Convolutional Neural Network 73<br/><br/>6 Feature Extraction and Image Recognition of Cursive Handwritten English Words Using Neural Network and IAM Off-Line Database 91<br/><br/>7 License Plate Recognition System Using Machine Learning 103<br/><br/>8 Prediction of Disease Using Machine Learning Algorithms 115<br/><br/>Part 2: DEEP LEARNING AND ITS APPLICATION 127<br/><br/>9 Brain Tumor Prediction by Binary Classification Using VGG-16 129<br/><br/>10 Study of Gesture-Based Communication Translator by Deep Learning Technique 139<br/><br/>11 Transfer Learning for 3-Dimensional Medical Image Analysis 151<br/><br/>12 A Study on Recommender Systems 173<br/><br/>13 Comparing Various Machine Learning Algorithms for User Recommendations Systems 181<br/><br/>14 Indian Literacy Analysis Using Machine Learning Algorithms 191<br/><br/>15 Motion Transfer in Videos using Deep Convolutional Generative Adversarial Networks 205<br/><br/>16 Twin Question Pair Classification 215<br/><br/>17 Exploration of Pixel-Based and Object-Based Change Detection Techniques by Analyzing ALOS PALSAR and LANDSAT Data 229<br/><br/>18 Tracing Bad Code Smells Behavior Using Machine Learning with Software Metrics 245<br/><br/>19 A Survey on Various Negation Handling Techniques in Sentiment Analysis 259<br/><br/>20 Mobile-Based Bilingual Speech Corpus 281<br/><br/>21 Intrusion Detection using Nature-Inspired Algorithms and Automated Machine Learning 295<br/><br/>Part 3: SECURITY AND BLOCKCHAIN 309<br/><br/>22 Distributed Ownership Model for Non-Fungible Tokens 309<br/><br/>23 Comparative Analysis of Various Platforms of Blockchain 323<br/><br/>24 Smart Garbage Monitoring System 341<br/><br/>25 Study of Various Intrusion Detection Systems: A Survey 355<br/><br/>Part 4: COMMUNICATION AND NETWORKS 373<br/><br/>26 Green Communication Technology Management for Sustainability in Organization 375<br/><br/>27 A Means of Futuristic Communication: A Review 387<br/><br/>28 Experimental Evaluation of Security and Privacy in GSM Network Using RTL-SDR 401<br/><br/>29 A Novel Consumer-Oriented Trust Model in E-Commerce 413<br/><br/>30 Data Mining Approaches for Profitable Business Decisions 427<br/><br/>Part 5: LATEST TRENDS IN SUSTAINABLE COMPUTING TECHNIQUES 443<br/><br/>31 Survey on Data Deduplication Techniques for Securing Data in Cloud Computing Environment 445<br/><br/>32 Procedural Music Generation 461<br/><br/>33 Detecting Photoshopped Faces Using Deep Learning 469<br/><br/>34 A Review of SQL Injection Attack and Various Detection Approaches 481<br/><br/>35 Futuristic Communication Technologies 491<br/><br/>36 An Approach for Load Balancing Through Genetic Algorithm 511<br/><br/>Index 525 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"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"-- |
| Assigning source |
Provided by publisher. |
| 545 0# - BIOGRAPHICAL OR HISTORICAL DATA |
|---|
| Biographical or historical note |
About the Author<br/>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.<br/><br/>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).<br/><br/>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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Expert systems (Computer science) |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh85046450. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh85008180 |
| General subdivision |
Industrial applications. |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh00006117. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh85079324. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer vision. |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh85029549. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Speech processing systems. |
| Authority record control number |
http://id.loc.gov/authorities/subjects/sh85126450. |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gupta, Namita, |
| Authority record control number |
http://id.loc.gov/authorities/names/n2009219090 |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chatterjee, Prasenjit, |
| Dates associated with a name |
1982- |
| Authority record control number |
http://id.loc.gov/authorities/names/n2018066742 |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Choudhury, Tanupriya, |
| Authority record control number |
http://id.loc.gov/authorities/names/no2020083163 |
| Relator term |
editor. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119752134 |
| Link text |
Full text is available at Wiley Online Library Click here to view. |
| 942 ## - ADDED ENTRY ELEMENTS |
|---|
| Source of classification or shelving scheme |
|
| Item type |
EBOOK |