LEADER 05768nam 22006735 450 001 9910842296703321 005 20251225194926.0 010 $a981-9708-27-3 024 7 $a10.1007/978-981-97-0827-7 035 $a(CKB)30597481400041 035 $a(MiAaPQ)EBC31200998 035 $a(Au-PeEL)EBL31200998 035 $a(DE-He213)978-981-97-0827-7 035 $a(EXLCZ)9930597481400041 100 $a20240229d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplied Intelligence $eFirst International Conference, ICAI 2023, Nanning, China, December 8?12, 2023, Proceedings, Part II /$fedited by De-Shuang Huang, Prashan Premaratne, Changan Yuan 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (373 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2015 311 08$a981-9708-26-5 320 $aIncludes bibliographical references and index. 327 $aIntelligent Control and Automation -- Advancing Short-term Traffic Congestion Prediction: Navigating Challenges in Learning-Based Approaches -- Interval Observers Design for Discrete-time Linear Systems with Uncertainties -- Transformer-based Multi-Industry Electricity Demand Forecasting -- Method of visual formation control for large group of AUV in environment with obstacles -- A Broader Study of Spectral Missing in Multi-Spectral Vehicle Re- Identification -- TimesNet Model for Multi-Industry ElectricityDemand Forecasting -- Design and utilization of an auto-visual-inspection composite system for suspension cables with fast flaw identification -- A Critical Review of Multi Criteria Decision Analysis Method for Decision Making and Prediction in Big Data Healthcare Applications -- A New and Efficient Dormitory Management System -- Edge Collaborative Assisted Caching Content Placement Optimization Strategy Based on DDSG -- Design and Implementation of CNN-based DTTB Image Intelligent Fault Diagnosis Platform -- Smart power safety hazard inspection system based on YOLOv7 -- A Defect Detection Method of Drainage Pipe Based on Improved YOLOv5s -- Visual servo control system for AUV stabilization -- Research on fuzzy weighted controller for battery discharge of dual-channel dual-active bridge -- Multi-scale Texture Network for Industrial Surface Defect Detection -- Machine Learning -- Large-Scale Data Challenges: Instability in Statistical Learning -- Deepfake Detection Performance Evaluation and Enhancement through Parameter Optimization -- Prediction Interval of Principal Component Regression with Applications to Molecular Descriptors Datasets -- Tourist Attraction Recommendation System based on Django and Collaborative Filtering -- Effective Rules for a Rule-Based SIEM System in De-tecting DoS Attacks:An Association Rule Mining Ap-proach -- Beibu Gulf Marine Ranch: Utilizing BeiDou Grid Code and Multi-System Integration for Modernized Management and Monitoring -- A member inference attack defense method based on Differential Privacy and Data Enhancement -- Air Defense Deployment of Anti-reconnaissance Based on Immune Optimization Algorithm with Nested Double Particle Swarm -- Relevant Tag Extraction based on Image Visual Content -- Natural Language Processing and Computational Linguistics -- STTS: A Novel Span-Based Approach for Topic-Aware Text Segmentation -- BERT-KRS: A BERT-based Model for Knowledge-grounded Response Selection in Retrieval-based Chatbots -- An Assembly Instruction Question Answering System Based on Knowledge Graph -- Improving Natural Language Inference with Residual Attention -- Enhancing Reasoning Pathways for Power Defect Analysis using CoT and Role-Play Prompt. . 330 $aThis 2-volume set CCIS 2014 and CCIS 2015 constitutes the post-conference proceedings of the First International Conference on Applied Intelligence, ICAI 2023, held in Nanning, China, December 8?12, 2023. The 64 full papers presented in this proceedings were carefully selected and reviewed from 228 submissions. The papers cover a wide range on theoretical aspects of biomedical data modeling and mining; computer vision; and deep learning. They were organized in topical sections as follows: Part I: Biomedical data modeling and mining; computer vision; deep learning; Part II: Intelligent control and automation; machine learning; natural language processing and computational linguistics. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2015 606 $aArtificial intelligence 606 $aMachine learning 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aApplication software 606 $aArtificial Intelligence 606 $aMachine Learning 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aComputer and Information Systems Applications 615 0$aArtificial intelligence. 615 0$aMachine learning. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aApplication software. 615 14$aArtificial Intelligence. 615 24$aMachine Learning. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aComputer and Information Systems Applications. 676 $a006.3 702 $aHuang$b De-Shuang 702 $aPremaratne$b Prashan 702 $aYuan$b Changan 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910842296703321 996 $aApplied intelligence$92172920 997 $aUNINA