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ORCIDNCAA 2024: Guilin, China - Volume 3
- 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 III. Communications in Computer and Information Science 2183, Springer 2025, ISBN 978-981-97-7006-9
Natural Language Processing, Knowledge Graphs, Recommender Systems, Multimodal Deep Learning, and Their Applications
- Jing Zhang, Jiankun Wang, Lu Xu, Ting Zhou, Junwei Gu, Yu Wang:
A Similarity Index Time-Effect Collaborative Filtering Algorithm Based on Attentional Double BP Network. 3-16 - Qixuan Zhang, Jiale Chen, Haitao Wang, Xinyu Cao, Wei Jie, Tianyong Hao:
ESert: An Enhanced Span-Based Model for Measurable Quantitative Information Extraction from Medical Texts. 17-32 - Yao Chen, Yuming Shen:
Temporal Knowledge Graph Link Prediction Using Synergized Large Language Models and Temporal Knowledge Graphs. 33-45 - Xuelian Dong, Jiale Chen, Heng Weng, Zili Chen, Fu Lee Wang, Tianyong Hao:
A New Multi-level Knowledge Retrieval Model for Task-Oriented Dialogue. 46-60 - Yuxing Chu, Ke Huang, Yichen Li, Hao Zhu, Peiran Li, Menghua Zhang:
FPLGen: A Personalized Dialogue System Based on Feature Prompt Learning. 61-74 - Ziliang Cui, Li Liu, Yinzhou Xiong, Yinguo Liu, Yu Su, Zhimin Man, Ye Wang:
Ensemble Learning with Feature Fusion for Well-Overflow Detection. 75-89 - Jilin Zhang, Ke Huang, Yichen Li, Hao Zhu, Peiran Li, Menghua Zhang:
CE-DSLAM: A Dynamic SLAM Framework Based on Human Contact Experience for Escort Robots. 90-103 - Sufen Chen, Lei Chen, Xueqiang Zeng:
EmoBART: Multi-label Emotion Classification Method Based on Pre-trained Label Sequence Generation Model. 104-115 - Jingjing Lan, Rongjiao Liang, Hai Liu, Chaobo He, Tianyong Hao:
Improving Dialogue State Tracking with Interactive Acts Attention and Attention Divergence Loss Function. 116-131 - Hongkui Xu, Jingzheng Zhao, Xubin Guo:
Psychological Consultation Dialogue Generation Based on Multi-label Classification Model and GPT. 132-147 - Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He:
DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. 148-161 - Shaopei Long, Yong Li, Heng Weng, Buzhou Tang, Fu Lee Wang, Tianyong Hao:
Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. 162-177 - Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang:
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. 178-192 - Xiaozhuang Zhu, Qianqian Xu, Nuo Gao:
Rehabilitation Training Program Recommendation System Based on ALBERT-LDA Model. 193-207 - Qi Zhu, Jingjing Cao, Zhangyi Xu:
Named Entity Recognition of Belt Conveyor Faults Based on ALBERT-BiLSTM-SAM-CRF. 208-221 - Pan Sun, Hong Yu, Jiang Xie, Jiaxu Leng, Ye Wang:
Explicit Facial Attribute Disentanglement for Hierarchical Relationships Detection. 222-236
Fault Diagnosis and Forecasting, Prognostic Management, Time-Series Aanalysis, and Cyber-Physical System Security
- Jinghao Xu, Ding Li, Wenkai Hu, Xudong Cheng:
A Federated Learning Method for Non-intrusive Load Monitoring Based on Fed-Prox and Bi-GRU. 239-254 - Yuting Liu, Yanjie Xu, Yuping Yang:
An Interior Illuminance Prediction Model Based on Differential Evolution-Gaussian Fitting. 255-269 - Ming Jiang, Yun Li, Yao Lu, Biao Guo, Feng Zhang:
Mitigating Dimensional Collapse and Model Drift in Non-IID Data of Federated Learning. 270-283 - Zusong Jin, Tao Wang, Zhiheng Luo:
Wire Rope Damage Detection Method Based on Support Vector Machine Wavelet Kernel Function Algorithm. 284-298 - Rui Wang, Jianchuan Yin, Dongxing Xu:
Ensemble Tidal Prediction Scheme by Combining Harmonic Analysis and Meteorological Predictive Module. 299-313 - Xinyi Yao, Qiang Jia:
Privacy Preserving Average Consensus via Integrable Function Based Masking. 314-325 - Xueqi Wang, Lixia Cao:
Fault Diagnosis of Photovoltaic Modules Based on Feature Extraction. 326-338 - Zhe Huang, Qing Lan, Mingxuan Li, Zhihui Wen, Wangpeng He:
A Multi-scale Feature Adaptation ConvNeXt for Cross-Domain Fault Diagnosis. 339-353 - Jiajun Zhu, Tao Wang, Lin Wang, Zhiheng Luo:
Transmission Line Equipment Defect Detection Based on Improved YOLO Network. 354-368 - Yiqing Niu, Jianrong Cao, Yuanchang Wang:
A Road Defect Detection Algorithm Based on Improved YOLOv8. 369-383 - Xueqiu Wang, Huanbing Gao, Zemeng Jia, Zijian Li, Zhiqiang Yang:
Improved Road Defect Detection Model Based on RT-DETR for UAV Images. 384-396 - Zijian Song, Jing Zhu, Hongyuan Zheng:
Blockchain-Based Multi-target Distributed Passive Localization. 397-411 - Xing Zhang, Jiansheng Wu, Yeqiong Shi, Tiejin Li:
Prediction of Monthly Precipitation in Guangxi Based on EVO-CNN-LSTM-Attention Model. 412-424 - Niangxi Zhuang, Xiaobing Yang, Peilin Yang, Chaohui Liang, Lulu Sun, Choujun Zhan:
Exploiting Fourier Transform for Multi-scale Electric Load Forecasting. 425-437 - Jianlin Zhou, Minyuan Song, Kaiyuan Zheng, Lujuan Ma:
ASTGCN for Traffic Flow Prediction Based on Weather Influence. 438-451 - Jiepeng Du, Yujia Chen, Jingjing Cao:
PF-BiCGAN: An Abnormal Values Replacement Approach for Port Electrical Load Forecasting. 452-466 - Lin Wang, Linxian Wang, Weishuo Li, Tao Wang, Jiajun Zhu, Zhiheng Luo:
Short-Term Load Forecasting of Secondary CEEMDAN-SE-Transformer-BiLSTM Combined with Error Correction. 467-482
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