Inventive Communication and Computational Technologies [electronic resource] : Proceedings of ICICCT 2024 / edited by G. Ranganathan, George A. Papakostas, Yong Shi.

Colaborador(es): Ranganathan, G [editor.] | Papakostas, George A [editor.] | Shi, Yong [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Networks and Systems ; 23Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XXXIII, 974 p. 428 illus., 356 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819777105Tema(s): Computational intelligence | Cloud Computing | Artificial intelligence | Computational Intelligence | Cloud Computing | Artificial IntelligenceFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
Enhancing Attack Detection on IoT Devices using a Hybrid Deep Learning Model -- Analysis of Routing Protocols in VANETs with Different Pause Times -- Performance Insights of Attention-free Language Models in Sentiment Analysis: A Case Study for E-commerce Platforms in Vietnam -- An AutoML Approach Integrated with Live Weather Data in Rain Forecasting System (RFS) -- Decentralized Identity Management using Self-Sovereign Identity Approach through Blockchain -- Stock Price Prediction Model using Enhanced LSTM and Arima -- Prefetching Mechanism for Distributed Cache Architecture: Trends and Challenges -- A Concise Review of Crop Disease Identification: Integrating Conventional and Deep Learning Feature Extraction for Effective Diagnosis and Mitigation Strategies -- Fortifying Healthcare Data Security in Cloud Environments -- Review on the Enhancement of 5G Communications using LEO Satellites -- Design and Implementation of a Python-Based GUI Tool for Eye-Hand Coordination Analysis -- Detection of Strabismus using Convolutional Neural Network based Classification Models -- Video Anomaly Detection using Liquid Neural Networks -- A Blockchain Solution to Counterfeiting in the Semiconductor Supply Chain.
En: Springer Nature eBookResumen: This book gathers selected papers presented at the 8th International Conference on Inventive Communication and Computational Technologies (ICICCT 2024), held on June 14-15, 2024, at Sree Sakthi Engineering College, Coimbatore, India. The book covers the topics such as Internet of things, social networks, mobile communications, big data analytics, bio-inspired computing, and cloud computing. The book is exclusively intended for academics and practitioners working to resolve practical issues in this area.
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Enhancing Attack Detection on IoT Devices using a Hybrid Deep Learning Model -- Analysis of Routing Protocols in VANETs with Different Pause Times -- Performance Insights of Attention-free Language Models in Sentiment Analysis: A Case Study for E-commerce Platforms in Vietnam -- An AutoML Approach Integrated with Live Weather Data in Rain Forecasting System (RFS) -- Decentralized Identity Management using Self-Sovereign Identity Approach through Blockchain -- Stock Price Prediction Model using Enhanced LSTM and Arima -- Prefetching Mechanism for Distributed Cache Architecture: Trends and Challenges -- A Concise Review of Crop Disease Identification: Integrating Conventional and Deep Learning Feature Extraction for Effective Diagnosis and Mitigation Strategies -- Fortifying Healthcare Data Security in Cloud Environments -- Review on the Enhancement of 5G Communications using LEO Satellites -- Design and Implementation of a Python-Based GUI Tool for Eye-Hand Coordination Analysis -- Detection of Strabismus using Convolutional Neural Network based Classification Models -- Video Anomaly Detection using Liquid Neural Networks -- A Blockchain Solution to Counterfeiting in the Semiconductor Supply Chain.

This book gathers selected papers presented at the 8th International Conference on Inventive Communication and Computational Technologies (ICICCT 2024), held on June 14-15, 2024, at Sree Sakthi Engineering College, Coimbatore, India. The book covers the topics such as Internet of things, social networks, mobile communications, big data analytics, bio-inspired computing, and cloud computing. The book is exclusively intended for academics and practitioners working to resolve practical issues in this area.

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