MARC details
| 000 -LEADER |
|---|
| fixed length control field |
04665nam a22002897a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-NcFUE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260212153401.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
251110s2024 ua|a|||| |||| 00| 0deng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032761480 |
| 040 ## - CATALOGING SOURCE |
|---|
| Language of cataloging |
eng |
| Description conventions |
rda |
| 043 ## - GEOGRAPHIC AREA CODE |
|---|
| Geographic area code |
ua |
| 082 #4 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
23 |
| Classification number |
006.31 |
| Item number |
SSM |
| 245 1# - TITLE STATEMENT |
|---|
| Title |
Machine Learning in Multimedia: |
| Remainder of title |
Unlocking the Power of Visual and Auditory Intelligence/ |
| Statement of responsibility, etc |
Suman Swarnkar, Annu Sharma, J. Somasekar, Bharat Bhushan. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Boca Raton, FL : |
| Name of publisher, distributor, etc |
CRC Press, |
| Date of publication, distribution, etc |
2024. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 170 p. : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Chapter 1: Machine Learning Techniques for Accurate Prediction and Detection of Chronic Diseases<br/><br/>Suman Punia, Yudhvir Singh, Neha Gulati<br/><br/>Chapter 2: A Novel Approach to Multimedia Malware Detection using Bi-LSTM and Attention Mechanisms<br/><br/>Tanisha Bansal, Kiran Malik, Shambhu Sharan, Poonam Bansal<br/><br/>Chapter 3: Exploring Machine Learning Applications for Enhancing Security and Privacy in Multimedia IoT: A Comprehensive Review<br/><br/>Ruchika, Suman<br/><br/>Chapter 4: Advanced Machine Learning Strategies for Road Object Detection in Multimedia Environments<br/><br/>Preeti, Chhavi Rana<br/><br/>Chapter 5 A Multimedia-Driven Machine Learning Approach for Mastitis Detection in Dairy Cattle<br/><br/>Nishtha Negi, SRN Reddy<br/><br/>Chapter 6: Music Genre Classification using Long Short-Term Memory (LSTM) Networks: Analyzing Audio Spectrograms for Enhanced Multimedia Understanding<br/><br/>Suman Kumar Swarnkar, Yogesh Kumar Rathore<br/><br/>Chapter 7: Deep Learning-Based Image Recognition for Autonomous Vehicles: Enhancing Safety and Efficiency<br/><br/>Rohit R Dixit<br/><br/>Chapter 8: Identification of Heart Disease Risk in Early Ages with Bagging Techniques<br/><br/>Jyotsna Yadav<br/><br/>Chapter 9: EEG-based Emotion Recognition using SVM Classifier<br/><br/>Khushi Punia, Kiran Malik, Shambhu Sharan, Poonam Bansal<br/><br/>Chapter 10: Mortality Prediction of Neonatal due to Jaundice Using Machine Learning<br/><br/>Mayank Srivastava, Yajur, Sujata<br/><br/>Chapter 11: ML Techniques Implementation for Heart Prediction in Healthcare<br/><br/>Tanvi Rustagi, Meenu Vijarania<br/><br/>Chapter 12: Analyzing the Performance of ML Classification Algorithms for Stroke Prediction<br/><br/>Harshita Sharma, Richa Verma, Sunidhi Gulati |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
This book explores the interdisciplinary nature of machine learning in multimedia, highlighting its intersections with fields such as computer vision, natural language processing, and audio signal processing.<br/><br/>Machine Learning in Multimedia: Unlocking the Power of Visual and Auditory Intelligence serves as a comprehensive guide to navigating this exciting terrain where artificial intelligence meets the rich tapestry of visual and auditory data. At its core, this book seeks to unravel the mysteries and unveil the potential of machine learning in the realm of multimedia. Whether it's enhancing user experiences in virtual environments, revolutionizing medical diagnostics, or shaping the future of entertainment, the impact of machine learning in multimedia is profound and far-reaching. The journey begins with a thorough exploration of the foundational principles of machine learning, providing readers with a solid understanding of algorithms, models, and techniques tailored specifically for multimedia data. Through clear explanations and illustrative examples, readers will gain insights into how machine learning algorithms can be trained to extract meaningful patterns and insights from diverse forms of multimedia content. Moving beyond theory, this book delves into practical implementations and real-world applications of machine learning in multimedia. Through a series of case studies and examples, readers will witness firsthand how machine learning algorithms are transforming industries and reshaping the way we interact with multimedia content. Whether it's improving image recognition accuracy in autonomous vehicles, enabling personalized recommendations in streaming platforms, or enhancing speech recognition systems for better accessibility, the possibilities are limitless.<br/><br/>This book will be helpful to computer science, data science, and artificial intelligence researchers, students, and professionals looking to unlock the full potential of visual and auditory intelligence through the power of machine learning. |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning |
| Form subdivision |
Artificial intelligence |
| General subdivision |
Computer science |
| Source of heading or term |
QARMK. |
| 9 (RLIN) |
34195 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Swarnkar, Suman. |
| Relator term |
EDITOR |
| 9 (RLIN) |
34373 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sharma, Annu. |
| Relator term |
EDITOR |
| Fuller form of name |
|
| 9 (RLIN) |
34375 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Somasekar, J. |
| 9 (RLIN) |
34376 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bhushan, Bharat. |
| Relator term |
EDITOR |
| 9 (RLIN) |
34374 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |