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ORCIDNCAA 2024: Guilin, China - Volume 1
- Haijun Zhang
, Xianxian Li, Tianyong Hao, Weizhi Meng, Zhou Wu, Qian He:
Neural Computing for Advanced Applications - 5th International Conference, NCAA 2024, Guilin, China, July 5-7, 2024, Proceedings, Part I. Communications in Computer and Information Science 2181, Springer 2025, ISBN 978-981-97-7000-7
Neural Network (NN) Theory, NN-Based Control Systems, Neuro-System Integration and Engineering Applications
- Feifei Zhang, Xiaohong Xiang, Fuyuan Zhang, Jun Zhao:
WPG-CAM: A Novel Weighted Feature Fusion CAM Method Based on Information Entropy Using Pooling and Gaussian Upsampling. 3-17 - Zhi Li, Hou Chuanjing, Can Liu:
Radical Basis Neural Network Based Anti-swing Control for 5-DOF Ship-Mounted Crane. 18-29 - Huifei Gao, Tian Chen, Jingxiang Hao:
Online Car-Hailing Order Matching Method Based on Demand Clustering and Reinforcement Learning. 30-45 - Huawei Zhuang, Fangzhen Sun, Gaoqi Li, Jianzhao Liu:
Multi-objective Optimization of Antenna Based on Improved WOA-BP Neural Network. 46-59 - Xinyu Liu, Peng Shao:
A Multi-mechanism Collaborative Seagull Optimization Algorithm for Optimizing BP Neural Network Classification Model. 60-75 - Wenke Ni, Weian Guo, Dongyang Li:
An Analysis on Balance Model of Exploration and Exploitation Under Decoupled-Learning Pattern for Large-Scale Particle Swarm Optimizers. 76-91 - Guokang Xu, Jianchuan Yin, Zeguo Zhang:
Marine Ship Detection Under Fog Conditions Based on an Improved Deep-Learning Approach. 92-103 - Yugang Guo, Xue-Song Tang, Kuangrong Hao:
Skeleton-Based Point Cloud Sampling and Its Facilitation to Classification. 104-116 - Yushan Zhu, Weian Guo, Zhenyao Hua, Lun Zhang, Dongyang Li, Wuzhao Li:
Multi-agent Reinforcement Learning for Taxi-Fleet Cruising Strategy in Ride-Hailing Services. 117-131 - Qichao Yan, Hanyuan Zhang, Hao Zhao:
A New Indoor Occupancy Detection Model by Integrating the Efficient Multi-scale Attention Mechanism into the EfficientDet Model. 132-145 - Ming Wang, Lingchen Zuo, Yanling Gong, Yuanyuan Song, Qianchuan Zhao, Xuehan Zheng, He Gao:
A Novel Automatic Generation Method for Neural Network by Using Iterative Function System. 146-157 - Kahiomba Sonia Kiangala, Zenghui Wang:
A Predictive Maintenance Platform for a Conveyor Motor Sensor System Using Recurrent Neural Networks. 158-170 - Xin Wang, Zhuo Li, Jie Han, Ren Xu, Lin Meng:
A Deep Learning-Based Method Facilitates scRNA-seq Cell Type Identification. 171-185 - Ziang Wang, Yifei Sun, Yifei Cao, Jie Yang, Wenya Shi, Ao Zhang, Jiale Ju, Jihui Yin, Qiaosen Yan, Xinqi Yang:
Adaptive Hierarchical Clustering Based Student Group Exercise Recommendation via Multi-objective Evolutionary Method. 186-200 - Xuehao Shen, Haisheng Li, Chengdong Li, Wei Peng:
Quantile Regression and GCN Ensembled Hybrid Interval Forecasting Model for Wind Power Generation. 201-218 - Tian Chen, Wenbin Chen, Huifei Gao:
Efficient Path Planning for Large-Scale Vehicular Networks via Multi-agent Mean Field Reinforcement Learning. 219-233 - Rizhong Huang, Menghua Zhang, Yichen Li, Ke Huang, Weijie Huang:
A Fast and Accurate Reconstruction Method for Boiler Temperature Field Based on Inverse Distance Weight and Long Short-Term Memory. 234-245 - Hongkui Xu, Xubin Guo, Jingzheng Zhao:
RoBERTa-wwm-CBA: A Mental Disease Identification Model Based on RoBERTa-wwm and Hybrid Neural Networks. 246-258
Computer Vision, and Their Engineering Applications
- Yuanchang Wang, Jianrong Cao, Ming Wang, Qianchuan Zhao, He Gao:
3D Pose Estimation of Markerless Fish on Deep Learning. 261-274 - Xinyi Zhang, Yunchu Zhang, Yiming Liu, Fei Wang:
Safety Helmet-Wearing Detection Method Fusing Pose Estimation. 275-289 - Yuan Sun, Mingbo Zhao:
Clothes Image Retrieval via Learnable FashionCLIP. 290-301 - Xiangyu Mu, Xinrui Yu, Zhenhao Xu, Jie Hou, Jianghong Ma, Haijun Zhang:
Mannequin2Real+: A Two-Stage Framework for Generating Photorealistic Model Images from Mannequins with Specified Identities for Clothing Display. 302-316 - Qinghe Dong, Xichan Wang, Qian He, Chuanpei Xu:
A MSARM-Based EIT Image Reconstruction Method. 317-331 - Ronghao Xu, Chongxin Liu, Shuaitong Liu, Weijie Huang, Menghua Zhang:
A Survey on Deep Learning-Based Medical Image Registration. 332-346 - Ruirui Deng, Xu Zheng, Yanping Wang, Kaifa Wang, Nuo Gao:
Design and Development of Wearable Knee Rehabilitation System Based on Motor Imagery Brain Computer Interface. 347-361 - Jinyong Sun, Zhiwei Dong, Zhigang Sun, Yimin Wen, Xiang Zhao:
SHGNN: A Substructure-Aware and High Expressive Graph Neural Network for Graph Classification. 362-377 - Liwei Ma, Zhe Huang, Bei Peng, Mingquan Zhang, Wangpeng He, Yu Wang:
Sensor Embedding and Variant Transformer Graph Networks for Multi-source Data Anomaly Detection. 378-392 - Qianqian Xu, Xiaozhuang Zhu, Nuo Gao:
A Method for Sleep Staging Using Single-Channel EEG Signals Based on Horizontal Visibility Graph and Graph Isomorphism Network. 393-406 - Tianhao Wu, Minggang Dong, Ruoqi Tan, Weixiao Zhao, Lingfu Xia:
GT-ACGAN: Graph Topology-Based Auxiliary Classifier GAN for Graph Long-Tailed Classification. 407-421 - Lingchen Zuo, Ming Wang, Yanling Gong, Ruilong Wang, Qianchuan Zhao, Xuehan Zheng, He Gao:
SNN-CPG Hierarchical Control Enhanced Motion Performance of Robotic Fish Based on STDP. 422-436 - Fei Wang, Yunchu Zhang, Xinyi Zhang, Yiming Liu:
Pedestrian Fall Detection Algorithm Based on Improved YOLOv7. 437-448 - Xin Deng, Feiyang Bao, Bin Liu, Yijia Li, Lianhua Zhang:
A Study on Image Reconstruction Based on Decoding fMRI Through Extracting Image Depth Features. 449-462
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