LEADER 06814nam 22007815 450 001 9910983373303321 005 20250626164425.0 010 $a9789819770014 010 $a9819770017 024 7 $a10.1007/978-981-97-7001-4 035 $a(MiAaPQ)EBC31684350 035 $a(Au-PeEL)EBL31684350 035 $a(CKB)36165663400041 035 $a(OCoLC)1457639659 035 $a(DE-He213)978-981-97-7001-4 035 $a(EXLCZ)9936165663400041 100 $a20240922d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNeural Computing for Advanced Applications $e5th International Conference, NCAA 2024, Guilin, China, July 5?7, 2024, Proceedings, Part I /$fedited by Haijun Zhang, Xianxian Li, Tianyong Hao, Weizhi Meng, Zhou Wu, Qian He 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (489 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2181 311 08$a9789819770007 311 08$a9819770009 327 $a -- Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications. -- WPG-CAM: A novel weighted feature fusion CAM method based on information entropy using pooling and Gaussian upsampling. -- Radical Basis Neural Network Based Anti-sway Control for 5-DOF Ship-mounted Crane. -- Online Car-hailing Order Matching Method Based on Demand Clustering and Reinforcement Learning. -- Multi-objective optimization of antenna based on improved WOA-BP neural network. -- A multi-mechanism collaborative seagull optimization algorithm for optimizing BP neural network classification model. -- An Analysis on Balance Model of Exploration and Exploitation Under Decoupled-Learning Pattern for Large-Scale Particle Swarm Optimizers. -- Marine Ship Detection Under Fog Conditions Based on an Improved Deep-Learning Approach. -- Skeleton-Based Point Cloud Sampling and its Facilitation to Classification. -- Multi-agent reinforcement learning for taxi-fleet cruising strategy in ride-hailing services. -- A new indoor occupancy detection model by integrating the efficient multi-scale attention mechanism into the EfficientDet model. -- A Novel Automatic Generation Method for Neural Network by Using Iterative Function System. -- A Predictive Maintenance Platform for a Conveyor Motor Sensor System Using Recurrent Neural Networks. -- A deep learning-based method facilitates scRNA-seq cell type identification. -- Adaptive Hierarchical Clustering based Student Group Exercise Recommendation via Multi-Objective Evolutionary Method. -- Quantile Regression and GCN Ensembled Hybrid Interval Forecasting Model for Wind Power Generation. -- Efficient Path Planning for Large-Scale Vehicular Networks via Multi-Agent Mean Field Reinforcement Learning. -- A fast and accurate reconstruction method for boiler temperature field based on inverse distance weight and long short-term memory. -- RoBERTa-WWM-CBA:A Mental Disease Identification Model Based on RoBERTa-WWM and Hybrid Neural Networks. -- Computer vision, and their engineering applications. -- A 3D Pose Estimation Method based on Deep Learning for Markerless Fish. -- Safety Helmet-wearing Detection Method Fusing Pose Estimation. -- Clothes Image Retrieval via Learnable FashionCLIP. -- Mannequin2Real+: A Two-Stage Framework for Generating Photorealistic Model Images from Mannequins with Specified Identities for Clothing Display. -- A MSARM-based EIT Image Reconstruction Method. -- A Survey on Deep Learning-Based Medical Image Registration. -- Design and Development of Wearable Knee Rehabilitation System based on Motor Imagery Brain Computer Interface. -- SHGNN: Substructure-Aware and High Expressive Graph Neural Networks for Graph Classification. -- Sensor Embedding and Variant Transformer Graph Networks for Multi-Source Data Anomaly Detection. -- A Method for Sleep Staging Using Single-Channel EEG Signals Based on Horizontal Visibility Graph and Graph Isomorphism Network. -- GT-ACGAN : Graph Topology-based Auxiliary Classifier GAN for graph long-tailed classification. -- SNN-CPG Hierarchical Control Enhanced Motion Performance of Robotic Fish Based on STDP. -- Pedestrian Fall Detection Algorithm Based on Improved YOLOv7. -- A Study on Image Reconstruction Based on Decoding fMRI Through Extracting Image Depth Features. 330 $aThis book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications, NCAA 2024, held in Guilin, China, during July 5?7, 2024. The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections: Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Computer vision, and their engineering applications. Part II: Computational intelligence, nature-inspired optimizers, their engineering applications, and benchmarks. Part III: Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications; Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2181 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aComputers 606 $aComputer vision 606 $aComputer science$xMathematics 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aComputing Milieux 606 $aComputer Vision 606 $aMathematics of Computing 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aComputers. 615 0$aComputer vision. 615 0$aComputer science$xMathematics. 615 14$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aComputing Milieux. 615 24$aComputer Vision. 615 24$aMathematics of Computing. 676 $a006.3 700 $aZhang$b Haijun$01059050 701 $aLi$b Xianxian$01784818 701 $aHao$b Tianyong$01338145 701 $aMeng$b Weizhi$01067369 701 $aWu$b Zhou$01423693 701 $aHe$b Qian$01784819 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983373303321 996 $aNeural Computing for Advanced Applications$94316362 997 $aUNINA