LEADER 04943nam 22007215 450 001 9910996492303321 005 20250416130205.0 010 $a3-031-87076-X 024 7 $a10.1007/978-3-031-87076-7 035 $a(CKB)38429309200041 035 $a(DE-He213)978-3-031-87076-7 035 $a(MiAaPQ)EBC32010893 035 $a(Au-PeEL)EBL32010893 035 $a(EXLCZ)9938429309200041 100 $a20250416d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNew Trends in Information and Communications Technology Applications $e8th National Conference, NTICT 2024, Baghdad, Iraq, December 18?19, 2024, Proceedings /$fedited by Abbas M. Al-Bakry, Mouayad A. Sahib, Jaafar A. Aldhaibani, Ali N. Al-Shuwaili 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XIV, 289 p. 157 illus., 135 illus. in color.) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2455 311 08$a3-031-87075-1 327 $a -- 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 L?vy Flight. -- Optimizing ECG Signal Quality: Enhanced Noise Reduction using the Water Wave Algorithm. -- Optimizing Convolutional Neural Networks' Hyperparameters Based on Dynamic Salp Swarm Algorithm. 330 $aThis book constitutes the refereed proceedings of the 8th National Conference on New Trends in Information and Communications Technology Applications, NTICT 2024, held in Baghdad, Iraq, during December 18?19, 2024. The 17 full papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Machine learning and Evolutionary computing. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2455 606 $aComputer networks 606 $aArtificial intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aComputer science$xMathematics 606 $aSocial sciences$xData processing 606 $aComputer Communication Networks 606 $aArtificial Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aMathematics of Computing 606 $aComputer Application in Social and Behavioral Sciences 615 0$aComputer networks. 615 0$aArtificial intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aComputer science$xMathematics. 615 0$aSocial sciences$xData processing. 615 14$aComputer Communication Networks. 615 24$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aMathematics of Computing. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a004.6 702 $aAl-Bakry$b Abbas M$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSahib$b Mouayad A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAldhaibani$b Jaafar A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAl-Shuwaili$b Ali N$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910996492303321 996 $aNew Trends in Information and Communications Technology Applications$91922169 997 $aUNINA