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This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval using intelligent techniques, hybrid computational intelligence for pattern recognition, intelligent innovative systems, and protecting and analysing big data on cloud platforms.
List of contents
1. Hybrid Computational Intelligence for Pattern Recognition.
2. Secure Image Transmission Using Nested Images.
3. Accist: Automatic Traffic Accident Detection and Notification with Smartphones.
4. Emotion Prediction through EEG Recordings Using Computational Intelligence.
5. Finger Vein Feature Extraction Using Contrast Enhancement Dynamic Histogram Equalization for Image Enhancement.
6. Song Recommendation Using Computational Techniques Based on Mood Detection.
7. Deep Learning Classification of Retinal Images for the Early Detection of Diabetic Retinopathy Disease.
8. Protecting and Analyzing Big Data on Cloud Platforms.
9. Using Flutter to Develop a Hybrid Application of Augmented Reality.
10. Computational Intelligence Techniques for Recommendation System in Big Data.
11. Predicting Melanoma Tumor Size through Machine Learning Approaches.
12. A Fuzzy-Based Approach for Characterization and Identification of Sentiments.
13. Fingerprint Alterations Type Detection and Gender Recognition Using Convolutional Neural Networks and Transfer Learning.
14. Content-Based Image Retrieval Using Intelligent Techniques.
About the author
Gopal Chaudhary is working as an Assistant Professor in Department of Information Technology, at Bharati Vidyapeeth's College of Engineering, New Delhi.
Dharmendra Saini is a Professor in Department of Computer Science & Engineering, at Bharati Vidyapeeth’s College of Engineering, New Delhi.
Vedika Gupta is an Assistant Professor at Bharati Vidyapeeth's College of Engineering, New Delhi.
Summary
This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval using intelligent techniques, hybrid computational intelligence for pattern recognition, intelligent innovative systems, and protecting and analysing big data on cloud platforms.
