Machine Learning for Real World Applications (Record no. 63610)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04869nam a22005415i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-97-1900-6 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030113058.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240921s2024 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789819719006 |
| -- | 978-981-97-1900-6 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-97-1900-6 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.5-.7 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQM |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MAT029000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQM |
| Source | thema |
| 245 10 - TITLE STATEMENT | |
| Title | Machine Learning for Real World Applications |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | edited by Dinesh K. Sharma, H. S. Hota, Aaron Rasheed Rababaah. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Singapore : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XXV, 301 p. 178 illus., 160 illus. in color. |
| Other physical details | 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 |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Transactions on Computer Systems and Networks, |
| International Standard Serial Number | 2730-7492 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Artificial Intelligence to Meet Sustainability and Strategic Goals: Evidence from India -- 2. Development of a Sustainable Smart City Measurement Framework: A Study of the City of Bandung, Indonesia -- 3. Drive Harmony: An AI-based safety assistant driving System -- 4. Effective Integration of Clustering and Classification or Regression Machine Learning Algorithm -- 5. Sentiment Analysis of Textual Reviews Using Deep Learning Techniques -- 6. Machine Learning Based Detection of Parkinson’s Disease Using Voice and Handwriting Analysis -- 7. Machine Learning Algorithmic model for Pairs Trading -- 8. BT-CAP: Brain Tumor detection from MRI images using Capsule network with Template-based K-means clustering and Discrete Wavelet Transformation -- 9. Application of Neural Network based Techniques to Network Intrusion Detection -- 10. Novel Adaptation Algorithms and Schemes -- 11. A Hybrid Machine Learning Techniques for Intrusion Detection -- 12. Forecasting the Covid-19 End in India Using MachineLearning and Population Density Clustering -- 13. A Machine Learning based Analysis of Internet Addiction among Children and Adolescents during Covid-19 Lockdown -- 14. Neural Computing for the Pandemic’s Biological Waste Management -- 15. Deep learning-based Speech recognition systems for Sylheti and Bishnupriya Manipuri languages -- 16. Classification of Diabetic Retinopathy Using Modified Convolutional Neural Network -- 17. Building Architectural Styles Classification Using Convolutional Neural Networks Models -- 18. Synthetic Data Generation for SAR Vehicular Signature Modeling and ATR Deep Learning Training -- 19. Automatic Target Recognition (ATR) in Multi-object SAR Images based on Simulated Data -- 20. Fruit detection using pre trained and customized model with Deep Learning approach. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book provides a comprehensive coverage of machine learning techniques ranging from fundamental to advanced. The content addresses topics within the scope of the book from the ground up, providing readers with a trustworthy source of theoretical and technical learning content. The book emphasizes not only the theoretical features but also their practical and implementation aspects in real-world applications. These applications are crucial because they provide comprehensive experimental work that supports the validity of the offered approaches as well as clear instructions on how to apply such models in comparable and distinct settings and contexts. Furthermore, the chapters shed light on the problems and possibilities that researchers might use to direct their future research efforts. The book is beneficial for undergraduate and postgraduate students, researchers, and industry personnel. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 55059 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 55059 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 58441 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sharma, Dinesh K. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84800 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hota, H. S. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84801 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Rasheed Rababaah, Aaron. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 84802 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789819718993 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789819719013 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789819719020 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Transactions on Computer Systems and Networks, |
| International Standard Serial Number | 2730-7492 |
| 9 (RLIN) | 67020 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-981-97-1900-6">https://doi.org/10.1007/978-981-97-1900-6</a> |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 912 ## - | |
| -- | ZDB-2-SXMS |
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