Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing : IEM-ICDC 2020 (Lecture Notes on Data Engineering and Communications Technologies)

Balas, Valentina E. (EDT)/ Hassanien, Aboul Ella (EDT)/ Chakrabarti, Satyajit (EDT)

Springer Verlag, Singapore（2021/04発売）

• 製本 Hardcover:ハードカバー版／ページ数 795 p.
• 言語 ENG
• 商品コード 9789813349674
• DDC分類 006.3

Full Description

This book includes selected papers presented at International Conference on Computational Intelligence, Data Science and Cloud Computing (IEM-ICDC) 2020, organized by the Department of Information Technology, Institute of Engineering & Management, Kolkata, India, during 25-27 September 2020. It presents substantial new research findings about AI and robotics, image processing and NLP, cloud computing and big data analytics as well as in cyber security, blockchain and IoT, and various allied fields. The book serves as a reference resource for researchers and practitioners in academia and industry.

Contents

Part 1: Computational Intelligence.- Chapter 1. Deep learning, predictive modelling and nano/bio-sensing technologies for mitigation of the COVID-19 pandemic.- Chapter 2. User Authentication using Password and Hand Gesture with Leap Motion Sensor.- Chapter 3. Exploiting Transfer Learning Ensemble for Visual Sentiment Analysis in Social Media.- Chapter 4. Automated Sorting of Rotten or Defective Fruits and Vegetables using Convolutional Neural Network.- Chapter 5. Fuzzy Time Series Forecasting of COVID-2019 Outbreak: A Case Study of U.S. Population.- Chapter 6. Electrical Power Demand Forecasting of Smart Buildings: A Deep Learning Approach.- Chapter 7. Improved Performance of Recommender System based on Demographic Attributes.- Chapter 8. A Novel Method for Hostility Management.- Chapter 9. Detection of Invasive Ductal Carcinoma from Breast Histopathology Image using Deep Ensemble Neural Networks.- Chapter 10. Neural Network based Surface Corrosion Classification on Metal Articles.- Chapter 11. Automated Cockpit Voice Recorder Sound Classification Using MFCC Features and Deep Convolutional Neural Network.- Chapter 12. Bondhu Tank: An automated Smart Water Management System.- Chapter 13. A Holistic Framework for Quality Evaluation of Fruits and Vegetables Suppliers.- Chapter 14. Algorithm to Generate All Spanning Tree Structures of a Complete Graph.- Chapter 15. Size Invariant Ship Detection  using SAR Images.