Data science and its applications. (2021)

• Record Type: Book
• Further Information: Note: Edited by Aakanksha Sharaff, G.R. Sinha.
• Editors: Sharaff, Aakansha, 1989-; Sinha, G. R, 1975-
• Contents: Chapter 1 Introduction to Data Science: Review, Challenges and Opportunities Chapter 2 Recommender Systems: Challenges and Opportunities in the Age of Big Data and Artificial Intelligence Chapter 3 Machine Learning for Data Science Applications Chapter 4 Classification and Detection of Citrus Diseases using Deep Learning Chapter 5 Credibility Assessment of Healthcare Related Social Media Data Chapter 6 Filtering and Spectral Analysis of Time Series Data: A Signal Processing Perspective and Illustrative Application to Stock Market Index Movement Forecasting Chapter 7 Data Science in Education Chapter 8 Spectral characteristics and behavioral analysis of deep brain stimulation by the nature-inspired algorithm Chapter 9 Visual Question Answering system using integrated models of image captioning and BERT Chapter 10 Deep Neural Networks for Recommender Systems Chapter 11 Application of Data Science in Supply Chain Management: Real-world Case Study in Logistics Chapter 12 A CaseStudy on Disease Diagnosis using Gene Expression Data Classification with Feature Selection : Application of Data Science Techniques in Healthcare Chapter 13 Case Studies in Data Optimization using Python Chapter 14 Deep Parallel-Embedded BioNER Model for Biomedical Entity Extraction Chapter 15 Predict the Crime Rate against Women using Machine Learning Classification Techniques Chapter 16 Page Rank Based Extractive Text Summarization Chapter 17 Scene Text Analysis
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 001.42; Quantitative research; Data mining; Data sets
• Languages: English
• ISBNs: 9781000414004; 9781000413946; 9781003102380
• Related ISBNs: 9780367608866
• Notes: Note: Description based on CIP data; resource not viewed.
• 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.