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Proceedings of International Conference on Frontiers in Computing and SystemsCOMSYS 2022 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Proceedings of International Conference on Frontiers in Computing and Systemsedited by Ram Sarkar ... [et al.].
其他題名:	COMSYS 2022 /
其他題名:	COMSYS 2022
其他作者:	Sarkar, Ram.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2023.
面頁冊數:	xv, 577 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Machine learningCongresses.
電子資源:	https://doi.org/10.1007/978-981-99-2680-0
ISBN:	9789819926800$q(electronic bk.)

Proceedings of International Conference on Frontiers in Computing and SystemsCOMSYS 2022 /
Proceedings of International Conference on Frontiers in Computing and SystemsCOMSYS 2022 /[electronic resource] :COMSYS 2022edited by Ram Sarkar ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xv, 577 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 6902367-3389 ;. - Lecture notes in networks and systems ;v.1..

Section 1: Machine Learning and Applications -- Chapter 1. AVENet:Attention based VGG 16 with ELM for obscene image classification -- Chapter 2. Analyzing Market Dynamics of Agricultural Commodities: A Case Study based on Cotton -- Chapter 3. Feature Selection for Nepali Part-Of-Speech Tagging in a Conditional Random Fields based System -- Chapter 4. Design and Development of a ML-based Safety-Critical Fire Detection System -- Chapter 5. Compressed Image Super-Resolution using Pre-trained Model Assistance -- Chapter 6. Optimization of Character Classes in Devanagari Ancient Manuscripts and Dataset Generation -- Chapter 7. Deep Learning based Classification of Rice Varieties from Seed Coat Images -- Chapter 8. Leaf Based Plant Disease Detection Using Intelligent Techniques - A Comprehensive Survey -- Chapter 9. Bengali Document Retrieval Using Model Combination -- Chapter 10. Deep Neural Networks Fused with Textures for Image Classification -- Chapter 11. Real Time Prediction of In-Hospital Outcomes using a Multilayer Perceptron deployed in a Web-based Application -- Chapter 12. Automated analysis of Connections in Model Diagrams -- Chapter 13. No-reference Image Quality Assessment using Meta-Learning -- Section 2: Security -- Chapter 14. Cryptanalysis of Markle Hellman Knapsack Cipher using Cuckoo Search Algorithm -- Chapter 15. Generating a Suitable Hash Function using Sudoku for Blockchain Network. etc.

This book gathers high-quality research papers presented at the 3rd International Conference on Frontiers in Computing and Systems (COMSYS 2022) held at Indian Institute of Technology Ropar, Punjab, India, during December 19-21, 2022. The book covers research in "cyber-physical systems for real-life applications" pertaining to AI, machine learning, and data science; devices, circuits, and systems; computational biology, biomedical informatics and network medicine; communication networks, cloud computing and IoT; image, video and signal processing; and security and privacy.

ISBN: 9789819926800$q(electronic bk.)

Standard No.: 10.1007/978-981-99-2680-0doiSubjects--Topical Terms:

384498
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Proceedings of International Conference on Frontiers in Computing and SystemsCOMSYS 2022 /
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505 0 $a Section 1: Machine Learning and Applications -- Chapter 1. AVENet:Attention based VGG 16 with ELM for obscene image classification -- Chapter 2. Analyzing Market Dynamics of Agricultural Commodities: A Case Study based on Cotton -- Chapter 3. Feature Selection for Nepali Part-Of-Speech Tagging in a Conditional Random Fields based System -- Chapter 4. Design and Development of a ML-based Safety-Critical Fire Detection System -- Chapter 5. Compressed Image Super-Resolution using Pre-trained Model Assistance -- Chapter 6. Optimization of Character Classes in Devanagari Ancient Manuscripts and Dataset Generation -- Chapter 7. Deep Learning based Classification of Rice Varieties from Seed Coat Images -- Chapter 8. Leaf Based Plant Disease Detection Using Intelligent Techniques - A Comprehensive Survey -- Chapter 9. Bengali Document Retrieval Using Model Combination -- Chapter 10. Deep Neural Networks Fused with Textures for Image Classification -- Chapter 11. Real Time Prediction of In-Hospital Outcomes using a Multilayer Perceptron deployed in a Web-based Application -- Chapter 12. Automated analysis of Connections in Model Diagrams -- Chapter 13. No-reference Image Quality Assessment using Meta-Learning -- Section 2: Security -- Chapter 14. Cryptanalysis of Markle Hellman Knapsack Cipher using Cuckoo Search Algorithm -- Chapter 15. Generating a Suitable Hash Function using Sudoku for Blockchain Network. etc.
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