Bio-inspired algorithms for data streaming and visualization, big data management, and fog computing. ([2021])

• Record Type: Book
• Further Information: Note: Simon James Fong, Richard C. Millham, editors.
• Editors: Fong, Simon; Millham, Richard C
• Contents: Chapter 1. The Big Data Approach Using Bio-Inspired Algorithms: Data Imputation.- Chapter 2. Parameter Tuning onto Recurrent Neural Network and Long Short Term Memory (RNN-LSTM) Network for Feature Selection in Classification of High-dimensional Bioinformatics Datasets.- Chapter 3. Data Stream Mining in Fog Computing Environment with Feature Selection Using Ensemble of Swarm Search Algorithms.- Chapter 4. Pattern Mining Algorithms.- Chapter 5. Extracting Association Rules: Meta-Heuristic and Closeness Preference Approach.- Chapter 6. Lightweight Classifier-based Outlier Detection Algorithms from Multivariate Data Stream.- Chapter 7. Comparison of Contemporary Meta-heuristic Algorithms for Solving Economic Load Dispatch Problem.- Chapter 8. The paradigm on fog computing with bio-inspired search methods and the '5Vs' of big data.- Chapter 9. Approach for sentiment analysis on social media sites.- Chapter 10. Data Visualisation techniques and Algorithms.- Chapter 11. Business Intelligence.- Chapter 12. Big Data Tools for Tasks.
• Publisher Details: Singapore : Springer
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 006.3; Nature-inspired algorithms; Big data; Electronic books
• Languages: English
• ISBNs: 9789811566950
• Related ISBNs: 981156695X; 9811566941; 9789811566943
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from digital title page (viewed on October 07, 2020).
• 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.