Proceedings of International Conference on Machine Intelligence and Data Science Applications : MIDAS 2020 (Algorithms for Intelligent Systems)

Prateek, Manish (EDT)/ Singh, T. P. (EDT)/ Choudhury, Tanupriya (EDT)

Springer Verlag, Singapore（2021/05発売）

• 製本 Hardcover:ハードカバー版／ページ数 813 p.
• 言語 ENG
• 商品コード 9789813340862
• DDC分類 006.31

Full Description

This book is a compilation of peer-reviewed papers presented at the International Conference on Machine Intelligence and Data Science Applications, organized by the School of Computer Science, University of Petroleum & Energy Studies, Dehradun, on September 4 and 5, 2020. The book starts by addressing the algorithmic aspect of machine intelligence which includes the framework and optimization of various states of algorithms. Variety of papers related to wide applications in various fields like image processing, natural language processing, computer vision, sentiment analysis, and speech and gesture analysis have been included with upfront details. The book concludes with interdisciplinary applications like legal, health care, smart society, cyber physical system and smart agriculture. The book is a good reference for computer science engineers, lecturers/researchers in machine intelligence discipline and engineering graduates.

Contents

Probabilistic Machine Learning Using Social  Network Analysis.- Prioritization of Disaster Recovery Aspects Implementing DEMATEL Technique.- A Study on ML Based Predictive Modelling for Pick Profiling at Distribution Centers.- Analysis of Computational Intelligence Techniques in Smart Cities.- Proposed end to end automated e-voting through blockchain technology to increase voter's turnout.- Future of Data Generated by Interactive Media.