| Description |
1 online resource (489 p.) |
| Contents |
Cover -- Half Title -- Title Page -- Copyright Page -- About the Editors -- Table of Contents -- Contributors -- Abbreviations -- Preface -- Part I: Computational Intelligence in Image Processing -- 1. A Study of Issues and Challenges with Digital Image Processing -- 2. A Methodical View of Prerequisites of Picture Combination, Strategies, and Key Indicators with Usage in Real Life and Scientific Domains Facilitating Smart Ubiquitous Environment -- 3. A Study of Emerging Issues and Possibilities for Breast Cancer Diagnosis Using Image Modalities |
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4. Pap Smear Image Segmentation Using Chan-Vese-Based Adaptive Primal Dual Splitting Algorithm -- 5. Satellite Image Compression by Random Forest Optimization Techniques and Performance Comparison Using a Multispectral Image Compression Method -- 6. Learning Spatiotemporal Features for Movie Scene Retrieval Using a 3D Convolutional Autoencoder -- 7. Person Reidentification Using Deep Learning and Neural Networks -- Part II: Computational Intelligence in Healthcare -- 8. A Systematic Literature Review in Health Informatics Using Data Mining Techniques |
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9. Utilization of Artificial Intelligence-Based Methods for Preoperative Prediction in Shoulder Arthroplasty: Survey -- 10. Role of Computer-Based Intelligence for Prognosticating Social Wellbeing and Identifying Frailty and Drawbacks -- 11. Health Informatics Support for Occurrence Administration Using Artificial Intelligence and Deep Learning: COVID-19 Pandemic Response -- 12. Machine Learning Approach for Prediction Analysis of COVID-19 -- 13. Assessment of Generalized Anxiety Disorder and Mood Disorder in Undergraduate Students During the Coronavirus Disease (COVID-19) Pandemic |
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14. Evaluation of Deep Learning Models for Medical Tools Classification -- 15. Cervical Cancer Diagnosis and Prediction: An Application of Machine Learning Techniques -- 16. The Working Analysis on Machine Learning Algorithms to Predict Diabetes and Breast Cancer -- 17. An Ensemble of AdaBoost with Multilayer Perceptron for Heart Disease Prediction -- Part III: Techniques for Natural Language Processing -- 18. An Empirical Study of Text Summarization Techniques Using Extractive Approaches -- 19. Design and Comparative Analysis of Inverted Indexing of Text Documents |
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20. Acoustic Musical Instrument Recognition -- 21. Classification of Accented Voice Using RNN and GAN -- 22. Speech Emotion Recognition Using LSTM -- 23. Interpretation of the American Sign Language Using Convolutional Neural Networks -- 24. Emotional Intelligence: An Approach to Analyze Stress Using Speech and Face Recognition -- 25. Proposed Integrated Framework for Emotion Recognition: A Futuristic Approach -- Part IV: Computational Intelligence in Smart Cities -- 26. A Review on Machine Learning Techniques for Human Actions Recognition |
| Notes |
Description based upon print version of record |
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27. Fog-Based Intelligent Traffic Phase Timing Regulation System |
| Form |
Electronic book
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| Author |
Kaur, Manpreet
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Dhaliwal, Parneeta
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Arya, Rajeev Kumar
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Lu, Joan
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| ISBN |
9781000772234 |
|
1000772233 |
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