Congress on Smart Computing Technologies : Proceedings of CSCT 2023, Volume 1 / edited by Jagdish Chand Bansal, Harish Sharma, Antorweep Chakravorty.

Format:

Book

Author/Creator:

Bansal, Jagdish Chand.

Contributor:

Sharma, Harish.

Chakravorty, Antorweep.

Series:

Smart Innovation, Systems and Technologies, 2190-3026 ; 395

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Cooperating objects (Computer systems).

Internet of things.

Medical informatics.

Computational Intelligence.

Artificial Intelligence.

Cyber-Physical Systems.

Internet of Things.

Health Informatics.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Cyber-Physical Systems.

Internet of Things.

Health Informatics.

Physical Description:

1 online resource (525 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book presents high-quality research papers presented at Congress on Smart Computing Technologies (CSCT 2023) organized by SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India, from 2–3 December 2023. The book extensively covers recent research in algorithms for smart computing, AI and machine learning in smart computing, edge computing algorithms, adversarial networks and autoencoders, data visualization, data mining, data analytics, machine learning, game theory, high-performance computing, mobile and ubiquitous platforms for smart environments, cloud/edge/fog computing technologies for smart systems, Internet of Things (IoT) and industrial IoT technologies for smart systems, smart device and hardware, security, privacy, and economics in smart environments, big data, healthcare informatics, smart precision agriculture, smart transportation, social network analysis, and human–computer interaction. The work is presented in two volumes.

Contents:

Preface

Contents

About the Editors

1 A Group Ring-Based Provably Secure and Efficient Identity-Based Signature Scheme

1.1 Introduction

1.2 Preliminaries

1.2.1 Group Ring ch1Milies

1.2.2 Bilinear Pairings in Group Ring

1.2.3 Complexity Assumption

1.2.4 A General IBSS

1.2.5 Security Model

1.3 Novel IBSS

1.4 Security Analysis

1.5 Comparison Analysis

1.6 Conclusion and Future Scope

References

2 Diabetic Retinopathy Detection from Retinal Fundus Images Using Pretrained Convolutional Neural Network, VGG19

2.1 Introduction

2.2 Related Works

2.3 The Proposed Methodology

2.3.1 Dataset

2.3.2 VGG19 Architecture

2.3.3 Implementation of the Proposed Model Using Python

2.4 Results and Explanation

2.5 Conclusion

3 Artificial Intelligence in Fake News Detection and Analysis for Low-Resource Languages

3.1 Introduction

3.1.1 Motivation

3.2 Background Study Generated by AI.

Notes:

Part of the metadata in this record was created by AI, based on the text of the resource.

Description based on publisher supplied metadata and other sources.

ISBN:

9789819750818

9819750814

OCLC:

1465275182