New Trends in Information and Communications Technology Applications -

New Trends in Information and Communications Technology Applications

7th National Conference, NTICT 2023, Baghdad, Iraq, December 20–21, 2023, Proceedings
Buch | Softcover
XIII, 412 Seiten
2024 | 2024
Springer International Publishing (Verlag)
978-3-031-62813-9 (ISBN)
90,94 inkl. MwSt

This book constitutes the refereed proceedings of the 7th National Conference on New Trends in Information and Communications Technology Applications, NTICT 2023, held in Baghdad, Iraq, during December 20-21, 2023.

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.

.- 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.

Erscheinungsdatum
Reihe/Serie Communications in Computer and Information Science
Zusatzinfo XIII, 412 p. 193 illus., 139 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Netzwerke
Schlagworte Artificial Intelligence • Computational control theory • Computer Networks • Computer systems • computer vision • Computing Methodologies • Data Mining • Human Computer Interaction • machine learning • mobile technology • network algorithms • Network Architectures • Network Protocols • Networks • Network Security • smart applications • systems and network security
ISBN-10 3-031-62813-6 / 3031628136
ISBN-13 978-3-031-62813-9 / 9783031628139
Zustand Neuware
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