Proceedings of Fifth International Conference on Computer and Communication Technologies [electronic resource] : IC3T 2023, Volume 2 / edited by B. Rama Devi, Kishore Kumar, M. Raju, K. Srujan Raju, Mathini Sellathurai.

Colaborador(es): Devi, B. Rama [editor.] | Kumar, Kishore [editor.] | Raju, M [editor.] | Raju, K. Srujan [editor.] | Sellathurai, Mathini [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Networks and Systems ; 898Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XXVIII, 415 p. 196 illus., 163 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819997077Tema(s): Computational intelligence | Data protection | Telecommunication | Computational Intelligence | Data and Information Security | Communications Engineering, NetworksFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
Implementation of Digital Down Conversion Technique Using FPGA for Atmospheric RADAR Application -- Predictive Data Analysis to Support Decision-making based on Long-term Impacts of Disasters -- Generative Adversarial Networks: Challenges, Solutions, and Evaluation Metrics -- Improving Accuracy and Robustness in Depression Detection with Ensemble Learning and Optimization Techniques -- Spatial-Spectral Features based Dimensionality Reduction Technique for Robust Multivariate Image Classification Improving Breast Cancer Prognosis with DL-based Image Classification -- A Lightweight Encryption Method for Preserving E-Health Care Data Privacy Using Dual Signature on Twisted Edwards Curves -- Intrusion Classification and Detection System using Machine Learning Models on NSL-KDD Dataset -- A comprehensive review of the Application of Green House Using the Internet of Things -- Controlling Power Point Slide Presentations Through Hand Gestures -- Design of Multiband GaN HEMT power amplifier for Radar applications -- SqueezeNet based Model for Subject Identification from Off-Angle Iris Image -- Brain Tumor Detection and Segmentation using Deep Learning Models with Dual Attention Mechanism -- Exploring Machine Learning Algorithms for Accurate Breast Cancer Classification: A Comparative Analysis using F2 Metric -- Optimizing Gene Expression analysis using Clustering Algorithms -- Prevention and Mitigation of Intrusion using an efficient ensemble classification in Fog computing -- Fake News Detector using Machine Learning -- Electric vehicle energy management system using fuzzy logic controller -- Optimized Fall Detection Algorithm with Adaptive Sum Vector Magnitude and Axis-Weighted Features from Wearable Accelerometer Data -- Deep Learning Based Real-Time Face Mask Detection for Human using Novel YOLOv2 with Higher Accuracy -- Smart University Application: Internet of Things(IoT) Based Smart and Random Method to Collect Waste Management System in a University Campus By Using Ant Colony Optimization(ACO) Algorithm -- Tomato leaf Disease Detection and Classification by using Novel CNN model.
En: Springer Nature eBookResumen: This book is a compilation of high-quality scientific papers presented at the 5th International Conference on Computer & Communication Technologies (IC3T 2023). The book covers cutting-edge technologies and applications of soft computing, artificial intelligence and communication. In addition, a variety of further topics are discussed, which include data mining, machine intelligence, fuzzy computing, sensor networks, signal and image processing, human-computer interaction, and web intelligence.
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Implementation of Digital Down Conversion Technique Using FPGA for Atmospheric RADAR Application -- Predictive Data Analysis to Support Decision-making based on Long-term Impacts of Disasters -- Generative Adversarial Networks: Challenges, Solutions, and Evaluation Metrics -- Improving Accuracy and Robustness in Depression Detection with Ensemble Learning and Optimization Techniques -- Spatial-Spectral Features based Dimensionality Reduction Technique for Robust Multivariate Image Classification Improving Breast Cancer Prognosis with DL-based Image Classification -- A Lightweight Encryption Method for Preserving E-Health Care Data Privacy Using Dual Signature on Twisted Edwards Curves -- Intrusion Classification and Detection System using Machine Learning Models on NSL-KDD Dataset -- A comprehensive review of the Application of Green House Using the Internet of Things -- Controlling Power Point Slide Presentations Through Hand Gestures -- Design of Multiband GaN HEMT power amplifier for Radar applications -- SqueezeNet based Model for Subject Identification from Off-Angle Iris Image -- Brain Tumor Detection and Segmentation using Deep Learning Models with Dual Attention Mechanism -- Exploring Machine Learning Algorithms for Accurate Breast Cancer Classification: A Comparative Analysis using F2 Metric -- Optimizing Gene Expression analysis using Clustering Algorithms -- Prevention and Mitigation of Intrusion using an efficient ensemble classification in Fog computing -- Fake News Detector using Machine Learning -- Electric vehicle energy management system using fuzzy logic controller -- Optimized Fall Detection Algorithm with Adaptive Sum Vector Magnitude and Axis-Weighted Features from Wearable Accelerometer Data -- Deep Learning Based Real-Time Face Mask Detection for Human using Novel YOLOv2 with Higher Accuracy -- Smart University Application: Internet of Things(IoT) Based Smart and Random Method to Collect Waste Management System in a University Campus By Using Ant Colony Optimization(ACO) Algorithm -- Tomato leaf Disease Detection and Classification by using Novel CNN model.

This book is a compilation of high-quality scientific papers presented at the 5th International Conference on Computer & Communication Technologies (IC3T 2023). The book covers cutting-edge technologies and applications of soft computing, artificial intelligence and communication. In addition, a variety of further topics are discussed, which include data mining, machine intelligence, fuzzy computing, sensor networks, signal and image processing, human-computer interaction, and web intelligence.

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