E-grāmata: Neural Computing for Advanced Applications: 5th International Conference, NCAA 2024, Guilin, China, July 5-7, 2024, Proceedings, Part I

.- 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.