Advanced Data Mining Tools and Methods for Social Computing. (2022)

• Record Type: Book
• Further Information: Note: Sourav De, Sandip Dey, Siddhartha Bhattacharyya, Surbhi Bhatia.
• Editors: De, Sourav; Dey, Sandip; Bhattacharyya, Siddhartha; Bhatia, Surbhi
• Contents: 1. An Introduction to Data Mining in Social Networks 2. Performance Tuning of Android Applications using Clustering and Optimization Heuristics 3. Sentiment analysis of Social Media data evolved from COVID 19 cases - Maharashtra 4. COVID-19 Outbreak Analysis and Prediction Using Statisical Learning 5. Verbal Sentiment Analysis and Detection using Recurrent Neural Network 6. A Machine Learning approach to aid Paralysis patients using EMG signals 7. Influence of Travelling on Social Behaviour 8. A Study on Behaviour Analysis in Social Network 9. Recent Trends in Recommendation System using Sentiment Analysis 10. Data Visualization: Existing Tools and Techniques 11. An intelligent agent of Mining of Frequent Patterns on Uncertain Graphs 12. Mining Challenges in Large Scale IoT Data Framework - A Machine Learning Perspective 13. Conclusion
• Publisher Details: Academic Press
• Publication Date: 2022
• Extent: 1 online resource (292 pages)
• Languages: English
• ISBNs: 9780323857093; 0323857094
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.