Proceedings of International Conference on Data Science and Applications : ICDSA 2021, Volume 2 / edited by Mukesh Saraswat, Sarbani Roy, Chandreyee Chowdhury, Amir H. Gandomi.

Format:

Book

Conference/Event

Contributor:

Saraswat, Mukesh, editor.

Conference Name:

International Conference on Data Science and Applications

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 287

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Artificial intelligence--Data processing.

Quantitative research.

Data protection.

Computational Intelligence.

Artificial Intelligence.

Data Science.

Data Analysis and Big Data.

Data and Information Security.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Data Science.

Data Analysis and Big Data.

Data and Information Security.

Physical Description:

1 online resource (xxiii, 799 pages) : illustrations (chiefly color)

Edition:

1st ed. 2022.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2022.

Summary:

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.

Notes:

Conference held in virtual format.

Includes bibliographical references and index.

Other Format:

Print version: Saraswat, Mukesh Proceedings of International Conference on Data Science and Applications

ISBN:

981-16-5347-X

981-16-5348-8

OCLC:

1287131986