Communication and Intelligent Systems [electronic resource] : Proceedings of ICCIS 2023, Volume 1 / edited by Harish Sharma, Vivek Shrivastava, Ashish Kumar Tripathi, Lipo Wang.

Colaborador(es): Sharma, Harish [editor.] | Shrivastava, Vivek [editor.] | Tripathi, Ashish Kumar [editor.] | Wang, Lipo [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Networks and Systems ; 967Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XVIII, 460 p. 176 illus., 142 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819720538Tema(s): Computational intelligence | Artificial intelligence | Image processing -- Digital techniques | Computer vision | Machine learning | Computational Intelligence | Artificial Intelligence | Computer Imaging, Vision, Pattern Recognition and Graphics | Machine LearningFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
A Comparative Study of DL and ML Models for Brain Tumor Detection -- Dynamic and Personalized Video Summarization based on User Preferences -- A Comparative Study and Adaptability of Mobility Models for UAV Networks -- Implementation and Evaluation of IPSec in an NFV-Based Network -- A Multi-Label Classification Approach to Detect Types of Traumas on Social Media -- Revolutionizing Efficiency: A Novel Strategy for Quantum Noise Mitigation -- Critiquing The Limitations Challenges in Detecting GAN-Generated Images with Computer Vision Techniques -- Enhancing SIoT Security Through Advanced Machine Learning Techniques for Intrusion Detection -- EDiTOK: Energy -efficient Distributed transmission optimization based Kalman-Zlib approaches for Monitoring Smart Farming Irrigation in Internet of Things Networks -- Implementation of Custom-Based Mobile-Network Model for Early Blight Detection in Tomatoes -- Advanced Deepfake Detection using Inception-ResNet-V2 Multi Feature Fusion for Facial Expression Recognition -- Different Machine Learning Algorithms for Parkinson's Disease Detection Using Speech Signals -- Convolutional Neural Network Applied to X-Ray Medical Imagery for Pneumonia Identification -- Smart Agriculture: Machine Learning Approach for Tea Leaf Disease Detection.
En: Springer Nature eBookResumen: This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16-17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.
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A Comparative Study of DL and ML Models for Brain Tumor Detection -- Dynamic and Personalized Video Summarization based on User Preferences -- A Comparative Study and Adaptability of Mobility Models for UAV Networks -- Implementation and Evaluation of IPSec in an NFV-Based Network -- A Multi-Label Classification Approach to Detect Types of Traumas on Social Media -- Revolutionizing Efficiency: A Novel Strategy for Quantum Noise Mitigation -- Critiquing The Limitations Challenges in Detecting GAN-Generated Images with Computer Vision Techniques -- Enhancing SIoT Security Through Advanced Machine Learning Techniques for Intrusion Detection -- EDiTOK: Energy -efficient Distributed transmission optimization based Kalman-Zlib approaches for Monitoring Smart Farming Irrigation in Internet of Things Networks -- Implementation of Custom-Based Mobile-Network Model for Early Blight Detection in Tomatoes -- Advanced Deepfake Detection using Inception-ResNet-V2 Multi Feature Fusion for Facial Expression Recognition -- Different Machine Learning Algorithms for Parkinson's Disease Detection Using Speech Signals -- Convolutional Neural Network Applied to X-Ray Medical Imagery for Pneumonia Identification -- Smart Agriculture: Machine Learning Approach for Tea Leaf Disease Detection.

This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16-17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.

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