New Trends in Information and Communications Technology Applications : 8th National Conference, NTICT 2024, Baghdad, Iraq, December 18–19, 2024, Proceedings / / edited by Abbas M. Al-Bakry, Mouayad A. Sahib, Jaafar A. Aldhaibani, Ali N. Al-Shuwaili

• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025
• Edizione: 1st ed. 2025.
• Descrizione fisica: 1 online resource (XIV, 289 p. 157 illus., 135 illus. in color.)
• Disciplina: 004.6
• Soggetto topico: Computer networks; Artificial intelligence; Image processing - Digital techniques; Computer vision; Computer science - Mathematics; Social sciences - Data processing; Computer Communication Networks; Artificial Intelligence; Computer Imaging, Vision, Pattern Recognition and Graphics; Mathematics of Computing; Computer Application in Social and Behavioral Sciences
• Persona (resp. second.): Al-BakryAbbas M; SahibMouayad A; AldhaibaniJaafar A; Al-ShuwailiAli N
• Nota di contenuto: -- Machine Learning. -- Multi-Objective Optimization in Topic Modeling Using Sentences Reduction Based on Length and Weight (SR-LW) Technique. -- Identifying Oil Spill Areas and Causes Using a Deep Learning Model. -- Development of a Machine Learning-Based Robotic System for Medical-Targeted Drug Delivery System. -- Fire Vision: Deep Learning for Accurate and Efficient Fire Detection and Localization in Digital Images. -- Oil Pipeline Leakage Detection Using Deep Learning Algorithms. -- A Novel Sound Classification based on Lightweight ResNet-34 For Emergency Detection. -- Impact of Bands Number on LULC Classification Accuracy in Sentinel-2 Images. -- Graph-Based Network Analysis for Identifying Key Factors of Internet Addiction. -- Iraqi Dialect Emoji Prediction based on Deep CNN-LSTM Architecture. -- Influence of Feature Selection Techniques on the Cyber-attacks Prediction Using Machine Learning Techniques. -- Textual Fake News Detection Based on FastText Embedding and Deep Learning. -- AI-Based Reservoir Facies Classification and Missing Data Imputation Using Core and Wireline Data. -- Evolutionary Computing. -- A Novel Implementation of the Secretary Bird Optimization Algorithm for Solving Quadratic Equations. -- Optimizing K-Means Clustering Selection Parameters Using Modified Grey Wolf Optimization. -- Enhanced Feature Selection Using a Hybrid Elephant Herding Optimization with Lĕvy Flight. -- Optimizing ECG Signal Quality: Enhanced Noise Reduction using the Water Wave Algorithm. -- Optimizing Convolutional Neural Networks' Hyperparameters Based on Dynamic Salp Swarm Algorithm.
• Sommario/riassunto: This book constitutes the refereed proceedings of the 8th National Conference on New Trends in Information and Communications Technology Applications, NTICT 2024, held in Baghdad, Iraq, during December 18–19, 2024. The 17 full papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Machine learning and Evolutionary computing.
• Titolo autorizzato: New Trends in Information and Communications Technology Applications
• ISBN: 3-031-87076-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910996492303321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 2455