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Intelligent sustainable systems = pr...

Raj, Jennifer S.

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Intelligent sustainable systems = proceedings of ICISS 2021 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent sustainable systems/ edited by Jennifer S. Raj ... [et al.].
其他題名:	proceedings of ICISS 2021 /
其他題名:	ICISS 2021
其他作者:	Raj, Jennifer S.
團體作者:	International Conference on Intelligent Sustainable Systems
出版者:	Singapore :Springer Singapore : : 2022.,
面頁冊數:	xxxi, 847 p. :ill., digital ;24 cm.
內容註:	Chapter 1. Deep Learning based Approach for Parkinson's Disease Detection using Region of Interest -- Chapter 2. Classification of Class Imbalanced Diabetic Retinopathy Images using the Synthetic Data Creation by Generative Models -- Chapter 3. A Novel Leaf-fragment Dataset and ResNet for Small-scale Image Analysis -- Chapter 4. Prediction of Covid 19 Cases based on Weather Parameters -- Chapter 5. CloudML: Privacy-Assured Healthcare Machine Learning Model for Cloud Network -- Chapter 6. Performance Evaluation of Hierarchical Clustering Protocols in WSN using MATLAB -- Chapter 7. Speech Recognition using Artificial Neural Network -- Chapter 8. Multi-Objective Optimization for Dimension Reduction for Large Datasets -- Chapter 9. Modified Leader Algorithm for Under-sampling the Imbalanced Dataset for Classification -- Chapter 10. Weather Divergence of Season Through Regression Analytics -- Chapter 11. A Case Study of Energy Audit in Hospital -- Chapter 12. The Comparison Analysis of Cluster and Non- Cluster Based Routing Protocols for WAPMS (Wireless Air Pollution Monitoring System) -- Chapter 13. Frequent Itemset Mining Algorithms-A Literature Survey -- Chapter 14. Impact of Segmentation Techniques for Condition Monitoring of Electrical Equipments from Thermal Images -- Chapter 15. A Detailed Survey Study on Various Issues and Techniques for Security and Privacy of Healthcare Records.
Contained By:	Springer Nature eBook
標題:	Expert systems (Computer science) - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-16-2422-3
ISBN:	9789811624223

Intelligent sustainable systems = proceedings of ICISS 2021 /
Intelligent sustainable systemsproceedings of ICISS 2021 /[electronic resource] :ICISS 2021edited by Jennifer S. Raj ... [et al.]. - Singapore :Springer Singapore :2022. - xxxi, 847 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 2132367-3389 ;. - Lecture notes in networks and systems ;v. 213..

Chapter 1. Deep Learning based Approach for Parkinson's Disease Detection using Region of Interest -- Chapter 2. Classification of Class Imbalanced Diabetic Retinopathy Images using the Synthetic Data Creation by Generative Models -- Chapter 3. A Novel Leaf-fragment Dataset and ResNet for Small-scale Image Analysis -- Chapter 4. Prediction of Covid 19 Cases based on Weather Parameters -- Chapter 5. CloudML: Privacy-Assured Healthcare Machine Learning Model for Cloud Network -- Chapter 6. Performance Evaluation of Hierarchical Clustering Protocols in WSN using MATLAB -- Chapter 7. Speech Recognition using Artificial Neural Network -- Chapter 8. Multi-Objective Optimization for Dimension Reduction for Large Datasets -- Chapter 9. Modified Leader Algorithm for Under-sampling the Imbalanced Dataset for Classification -- Chapter 10. Weather Divergence of Season Through Regression Analytics -- Chapter 11. A Case Study of Energy Audit in Hospital -- Chapter 12. The Comparison Analysis of Cluster and Non- Cluster Based Routing Protocols for WAPMS (Wireless Air Pollution Monitoring System) -- Chapter 13. Frequent Itemset Mining Algorithms-A Literature Survey -- Chapter 14. Impact of Segmentation Techniques for Condition Monitoring of Electrical Equipments from Thermal Images -- Chapter 15. A Detailed Survey Study on Various Issues and Techniques for Security and Privacy of Healthcare Records.

This book features research papers presented at the 4th International Conference on Intelligent Sustainable Systems (ICISS 2021), held at SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, India, during February 26-27, 2021. The book discusses the latest research works that discuss the tools, methodologies, practices, and applications of sustainable systems and computational intelligence methodologies. The book is beneficial for readers from both academia and industry.

ISBN: 9789811624223

Standard No.: 10.1007/978-981-16-2422-3doiSubjects--Topical Terms:

572486
Expert systems (Computer science)
--Congresses.

LC Class. No.: QA76.76.E95

Dewey Class. No.: 006.33

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