Proceedings of International Conference on Data Science and Applications : ICDSA 2021, Volume 2 (Lecture Notes in Networks and Systems)

Saraswat, Mukesh (EDT)/ Roy, Sarbani (EDT)/ Chowdhury, Chandreyee (EDT)

Springer Verlag, Singapore（2021/11発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 799 p.
• 言語 ENG
• 商品コード 9789811653476

Full Description

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Contents

Chapter 1. Feature Selection using Multiple Ranks with Majority Vote Based Relative Aggregate Scoring Model for Parkinson Dataset.- Chapter 2. Performance Enhancement of Fractional PI^λ D^μ Controllers using Modified Grey Wolf Optimization.- Chapter 3. Evaluation of Intent Classification Models on Frequently Asked Railway Queries.- Chapter 4. On Cost Analysis of New Crossbar Interconnection Network.- Chapter 5. A Review on Pattern Recognition based Retinal blood vessels extraction technique to detect Diabetic Retinopathy (DR).- Chapter 6. Multiband Reconfigurable Antenna Design with Frequency, Polarization and Pattern diversities.- Chapter 7. Issues and Framework of Rules for Resolving Anaphora in Marathi Text.- Chapter 8. Investigation on Customer Churn Prediction using Machine Learning Techniques.- Chapter 9. Key object classification for Activity Recognition in tennis using cognitive approach in Mask RCNN.- Chapter 10. BioGamal Privacy Preserving Public Auditing for Cloud Computing.- Chapter 11. Analysis of Intelligent Fuzzy Logic MPPT for Hybrid PV-Wind Energy System.- Chapter 12. Fusion Based Feature Extraction Approach for Recognition of Handwritten Devnagari Numerals.- Chapter 13. Analysis of independence and Clustering pattern of students in adopting MOOCs.- Chapter 14. Enhancing Monitoring in Online Exams using Artificial Intelligence.- Chapter 15. Emergent use of AI and Social Media for Disaster Management.