New Trends in Information and Communications Technology Applications: 7th National Conference, NTICT 2023, Baghdad, Iraq, December 20–21, 2023, Proceedings: Communications in Computer and Information Science, cartea 2096
Editat de Abbas M. Al-Bakry, Mouayad A. Sahib, Safaa O. Al-Mamory, Jaafar A. Aldhaibani, Ali N. Al-Shuwaili, Haitham S. Hasan, Rula A. Hamid, Ali K. Idreesen Limba Engleză Paperback – 26 iun 2024
The 28 full papers included in this book were carefully reviewed and selected from 92 submissions. They were organized in topical sections as follows: artificial intelligence and machine learning; and computer networks.
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Specificații
ISBN-13: 9783031628139
ISBN-10: 3031628136
Ilustrații: XIII, 412 p. 193 illus., 139 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031628136
Ilustrații: XIII, 412 p. 193 illus., 139 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
Cuprins
.- Artificial Intelligence and Machine Learning.
.- Nanoscale Communication Redefined: Exploring Bio-Inspired Molecular Systems.
.- Hybrid Edge Detection and SVD for Image Background Removal.
.- Multi-Objective Residential Load Scheduling Approach Based on Pelican Optimization Algorithm.
.- Incorporating Dilation Convolution into Mask Region Convolution Neural Network for Advanced Fruit Classification and Freshness Evaluation.
.- Adaptive Evolutionary Algorithm for Maximizing Social Influence.
.- Automatic Identification of Ear Patterns based on Convolutional Neural Network.
.- Enhancing Data Security with a Novel Color Encryption Algorithm Based on 5D Chaotic System and Delta Features for Dynamic Initialization.
.- Deepfake Detection Model Based on VGGFace with Head Pose Estimation Technique.
.- Multi-models based on Yolov8 for Identification of Vehicle Type and License Plate Recognition.
.- Face Identification System in Transform Domains over Secure Communication Channel.
.- Covid-19 Proteins Identification using Sequence Alignment for Protein-Protein Interaction Prediction.
.- Vehicle Logo Recognition Using Proposed Illumination Compensation and Six Local Moments.
.- Exploring Enhanced Recognition in Gesture Language Videos through Unsupervised Learning of Deep Autoencoder.
.- An Intelligent System for Monitoring Water Quality of Tigris River Using IOT and Machine Learning Techniques.
.- Crimes Tweet Detection based on CNN Hyperparameter Optimization Using Snake Optimizer.
.- Optimized Intelligent PID Controller for Propofol Dosing in General Anesthesia using Coati Optimization Algorithm.
.- Eye Movement Recognition: Exploring Trade-offs in Deep Learning Approaches with Development.
.- Enhancing the Early Prediction of Learners' Performance in a Virtual Learning Environment (VLE).
.- YOLOv8-AS: Masked Face Detection and Tracking Based on YOLOv8 with Attention Mechanism Model.
.- Symptom Principal Component Analysis (SPCA) for Dimensionality Reduction in Categorical Data: A Case Study on Breast Cancer.
.- An improved method for retrieving fashion images based on parsing the image contents.
.- Computer Networks.
.- A Robust Image Cipher System Based on Cramer-Shoup Algorithm and 5-D Hyper Chaotic System.
.- Variable-Length Key Generation Block Cipher Algorithm Based on DNA Tile Self-Assembly.
.- Performance Evaluation Comparison Between Central SDN network and DSDN.
.- Enhancing the Performance of Wireless Body Area Network Routing Protocols Based on Collaboratively Evaluated Values.
.- The impact of mobility models on ad-hoc networks: A review.
.- Authentication System Based On Zero-Knowledge Proof Employing The Rabin Cryptosystem And A Secret Sharing Schema.
.- A New Approach to Design KM1 Encryption Algorithm for Alarm in IoT.
.- Nanoscale Communication Redefined: Exploring Bio-Inspired Molecular Systems.
.- Hybrid Edge Detection and SVD for Image Background Removal.
.- Multi-Objective Residential Load Scheduling Approach Based on Pelican Optimization Algorithm.
.- Incorporating Dilation Convolution into Mask Region Convolution Neural Network for Advanced Fruit Classification and Freshness Evaluation.
.- Adaptive Evolutionary Algorithm for Maximizing Social Influence.
.- Automatic Identification of Ear Patterns based on Convolutional Neural Network.
.- Enhancing Data Security with a Novel Color Encryption Algorithm Based on 5D Chaotic System and Delta Features for Dynamic Initialization.
.- Deepfake Detection Model Based on VGGFace with Head Pose Estimation Technique.
.- Multi-models based on Yolov8 for Identification of Vehicle Type and License Plate Recognition.
.- Face Identification System in Transform Domains over Secure Communication Channel.
.- Covid-19 Proteins Identification using Sequence Alignment for Protein-Protein Interaction Prediction.
.- Vehicle Logo Recognition Using Proposed Illumination Compensation and Six Local Moments.
.- Exploring Enhanced Recognition in Gesture Language Videos through Unsupervised Learning of Deep Autoencoder.
.- An Intelligent System for Monitoring Water Quality of Tigris River Using IOT and Machine Learning Techniques.
.- Crimes Tweet Detection based on CNN Hyperparameter Optimization Using Snake Optimizer.
.- Optimized Intelligent PID Controller for Propofol Dosing in General Anesthesia using Coati Optimization Algorithm.
.- Eye Movement Recognition: Exploring Trade-offs in Deep Learning Approaches with Development.
.- Enhancing the Early Prediction of Learners' Performance in a Virtual Learning Environment (VLE).
.- YOLOv8-AS: Masked Face Detection and Tracking Based on YOLOv8 with Attention Mechanism Model.
.- Symptom Principal Component Analysis (SPCA) for Dimensionality Reduction in Categorical Data: A Case Study on Breast Cancer.
.- An improved method for retrieving fashion images based on parsing the image contents.
.- Computer Networks.
.- A Robust Image Cipher System Based on Cramer-Shoup Algorithm and 5-D Hyper Chaotic System.
.- Variable-Length Key Generation Block Cipher Algorithm Based on DNA Tile Self-Assembly.
.- Performance Evaluation Comparison Between Central SDN network and DSDN.
.- Enhancing the Performance of Wireless Body Area Network Routing Protocols Based on Collaboratively Evaluated Values.
.- The impact of mobility models on ad-hoc networks: A review.
.- Authentication System Based On Zero-Knowledge Proof Employing The Rabin Cryptosystem And A Secret Sharing Schema.
.- A New Approach to Design KM1 Encryption Algorithm for Alarm in IoT.