Nature Inspired Computing for Data Science. (2019)

• Record Type: Book
• Further Information: Note: Minakhi Rout, Jitendra Kumar Rout, Himansu Das.
• Editors: Rout, Minakhi; Rout, Jitendra Kumar; Das, Himansu
• Contents: An Efficient Classification of Tuberous Sclerosis Disease Using Nature Inspired PSO and ACO based Optimized Neural Network.- Mid-term Home Health Care Planning Problem with Flexible Departing Way for Caregivers.- Performance Analysis of NASNet on Unconstrained Ear Recognition.- Optimization of performance parameter for Vehicular Ad-hoc NETwork (VANET) using Swarm Intelligence.- Development of Fast and Reliable Nature-Inspired Computing for Supervised Learning in High-Dimensional Data.- Application of Genetic Algorithms for Unit Commitment and Economic Dispatch Problems in microgrids.- Application of Genetic Algorithms for Designing Micro-Hydro Power Plants in Rural Isolated Areas - a case study in San Miguelito, Honduras.- Performance Evaluation of Different Machine Learning Methods and Deep-Learning Based Convolutional Neural Network for Health Decision Making.- Clustering Bank Customer Complaints on Social Media for Analytical CRM via Multi-Objective Particle Swarm Optimization.- Benchmarking Gene Selection Techniques for Prediction of Distinct Carcinoma from Gene Expression Data: A Computational Study.- An Evolutionary Algorithm based Hybrid Parallel Framework for Asia Foreign Exchange Rate prediction.
• Publisher Details: Cham : Springer
• Publication Date: 2019
• Copyright Date: 2020
• Extent: 1 online resource (295 pages)
• Subjects: Engineering; Computational intelligence; Big data; Artificial intelligence; Technology & Engineering -- Engineering (General); Computers -- Database Management -- General; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Databases; Computers -- Data Processing; Engineering--Data processing
• Languages: English
• ISBNs: 9783030338206
• Related ISBNs: 9783030338190
• 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.