Proceedings of International Conference on Frontiers in Computing and Systems [electronic resource] : COMSYS 2022 / edited by Ram Sarkar, Sujata Pal, Subhadip Basu, Dariusz Plewczynski, Debotosh Bhattacharjee.

Colaborador(es): Sarkar, Ram [editor.] | Pal, Sujata [editor.] | Basu, Subhadip [editor.] | Plewczynski, Dariusz [editor.] | Bhattacharjee, Debotosh [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Networks and Systems ; 690Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XV, 577 p. 305 illus., 231 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819926800Tema(s): Computational intelligence | Telecommunication | Bioinformatics | Data protection | Computational Intelligence | Communications Engineering, Networks | Computational and Systems Biology | Data and Information SecurityFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
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.
En: Springer Nature eBookResumen: 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.
Star ratings
    Valoración media: 0.0 (0 votos)
Existencias
Tipo de ítem Biblioteca actual Colección Signatura Copia número Estado Fecha de vencimiento Código de barras
Libro Electrónico Biblioteca Electrónica
Colección de Libros Electrónicos 1 No para préstamo

Acceso multiusuario

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.

UABC ; Perpetuidad

Con tecnología Koha