Intelligent Computing for Sustainable Development : First International Conference, ICICSD 2023, Hyderabad, India, August 25–26, 2023, Revised Selected Papers, Part I / edited by S. Satheeskumaran, Yudong Zhang, Valentina Emilia Balas, Tzung-pei Hong, Danilo Pelusi.

Format:

Book

Author/Creator:

Satheeskumaran, S.

Contributor:

Zhang, Yudong.

Balas, Valentina Emilia.

Hong, Tzung-pei.

Pelusi, Danilo.

Series:

Communications in Computer and Information Science, 1865-0937 ; 2121

Language:

English

Subjects (All):

Machine learning.

Image processing--Digital techniques.

Image processing.

Computer vision.

Artificial intelligence.

Machine Learning.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Image Processing.

Local Subjects:

Machine Learning.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Image Processing.

Physical Description:

1 online resource (428 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

The two-volume proceedings set CCIS 2121 and 2122 constitutes the refereed proceedings of the First International Conference on Intelligent Computing for Sustainable Development, ICICSD 2023, which took place in Hyderabad, India, during August 25–26, 2023. The 46 papers included in these proceedings were carefully reviewed and selected from 138 submissions. They focus on digital healthcare, renewable energy, smart cities, digital farming, and autonomous systems.

Contents:

1 Transfer Learning based Bi-GRU for Intrusion Detection System in Cloud Computing

2 Text to High Quality Image Generation using Diffusion Model and Visual Transformer

3 Bequeathing the Blockchain Wallet in Public Blockchain to Secure Wallet Sensitive Data

4 Few Shot Domain adaptation using Transformer and GNN- based Fine Tuning

5 Prediction of Diabetic Retinopathy Using Deep Learning

6 Maritime Vessel Segmentation in Satellite Imagery using UNET Architecture and Multiloss Optimization

7 A Blockchain-Based Ad-Hoc Network to Provide Live Updates to Navigation Systems

8 Recognition of Facial Expressions Using Geometric Appearance Features

9 Facial Emotion Recognition using Deep Learning

10 Graph based Semantically Extractive Tool for Text Summarization using Similarity Score

11 Cloud Based Attendance Management System using Face Recognition with Haar Cascade Classifier and CNN

12 An Efficient Early Detection of Lung Cancer and Pneumonia with Strearlit

13 An Improved Filter Based Feature Selection Model For Kidney Disease Prediction

14 A Novel Approach to Address Concept Drift Detection with the Accuracy Enhanced Ensemble (AEE) in Data Stream Mining

15 Intelligent Computing Techniques for Sustainable Cybersecurity: Enhancing Threat Detection and Response

16 Parkinson's Disease Progression: Comparative Analysis of ML Models and Embedded Algorithm

17 System Evaluation of Team and Winner Prediction in One Day International Matches with Scenario Based Questionnaire

18 Data-Driven Precision: Machine Learning's Impact on Thyroid Disease Diagnosis and Prediction

19 Modeling and Design of an Autonomous Amphibious Vehicle with Obstacle Avoidance for Surveillance Applications

20 Prediction of Cardio Vascular Diseases using Calibrated Machine Learning Model

21 Alzheimer’s disease detection using RESNET

22 Dysarthria Speech Disorder Assessment using Genetic Algorithm (GA)-based Layered Recurrent Neural Network

23 Plant Disease Diagnosis with Novel Segmentation and Multiple Feature Selection based on Machine Learning

24 An Integrated Method to Monitor Indoor Air Quality using IoT for Enhanced Health of COPD Patients

25 Design and Development of Computational Methodologies for Agricultural Informatics

26 RFCPredicModel : Prediction Algorithm of Precision Medicine in Healthcare with Big Data

27 Pioneering Real-Time Forest Fire Detection: A Comprehensive Examination of Advanced Machine Learning Techniques in IoT-Integrated Systems for Enhanced Environmental Adaptability

28 Rapid Damage Detection Using Texture Analysis with Neural Network

29 Improving Knowledge Representation using Knowledge Graphs: Tools and Techniques

30 Machine Learning-Based Corrosion Prediction Model for Steel Structures.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783031612879

3031612876

OCLC:

1435802533