Table of Contents

• MSFformer: Multi-scale Spatiotemporal Fusion Transformer with Preserving Non-stationary Information for Time Series ForecastingGuangzhen Wang, Qing Yu. 3-14 [doi]
• Quantifying the Impact of Coaching Effectiveness Based on the TEL ModelZhihao Liang, Ke Lin, Yunxiang Liu, Feiyang Wang, Xinran Wang, Yixin Zhao. 15-25 [doi]
• SSF-GCN: Sensor-Spatial Fusion Graph NetworkXia Ji 0002, Yulong Ren, Mengqing Zhang, Zuhang Yang, Tianyu Wang, Jincheng Qian. 26-36 [doi]
• AW-SARIMA: Efficient Hybrid Framework for Nonstationary Time Series Forecasting via DWT and Adaptive ThresholdingPeilin Liu, Zhiyu Zhou, Fangming Gu, LuyangZhang, Yixing Song, Sheng Lu. 37-47 [doi]
• Research on Intelligent Evaluation Model Based on Large ModelsPeihong Wang, Wei Chen, Zehua Wang, Tingting Xu, Jueting Liu. 48-58 [doi]
• Learner Empowered Knowledge Tracing ModelJinxian Suo, Liping Zhang, Sheng Yan, Min Hou, Dongqi Wang. 59-70 [doi]
• A Few-Shot Intrusion Detection Method Combining Model-Agnostic Meta-Learning and Siamese Neural NetworkKaiyang Fang, Bo Yang, Runyuan Sun, Zhifeng Liang, Ge Zhai. 71-81 [doi]
• How to Use Social Media for Bitcoin Price Prediction: A Multi-Source Data Fusion Method Based on CSTNetXin Chen, Sicheng Wang, Xiaolan Yang, Sheng Wang, Jerome Yen. 82-94 [doi]
• CMulti-Feature Fusion Method for Programming Exercise Difficulty Assessment Using CodeBERTSheng Yan, Dongqi Wang, Liping Zhang, Min Hou, Jinxian Suo. 95-107 [doi]
• Scene Graph-Based Semantic Enhancement for Multimodal Fake News DetectionHongyun Ding, Shuohao Li, Hang Du, Jiaxin Yang, Zhong Yang, Jun Zhang. 108-119 [doi]
• IDMixer: Decomposition Spatial-Temporal Identity for Traffic Flow ForecastingKaiqi Wu, Sen Zhang, Yubao Liu. 120-131 [doi]
• A Self-Attentive Temporal-Spatial Anomaly Detection Method for IoT Time SeriesHao Ma, Liang Chen, Yifan Fan, Haimin Hong, Yiying Zhang. 132-144 [doi]
• Adaptive Cross-Variable Spectral Filtering for Time Series ForecastingZhi-cheng, Yihong Dong. 145-156 [doi]
• Hybrid Car-Following Model with LSTM and RF in Driver BehaviorXingyu Zhou, Shuhan Li, Changgui Xu. 157-168 [doi]
• A Mixture-of-Experts Framework with Fake Review Detection for Robust Recommendation SystemsYaohui Guo, Menglong Lu, Zhilong Lv, Jinhui Zhao, Ziwen Zhang, Zhen Huang 0006, Dongsheng Li 0001. 169-180 [doi]
• Multi-scale Dual-Path Transformer Network for Multivariate Time Series ForecastingJiahui Song, Yiting Jin, Xi Yang. 181-193 [doi]
• BFKT: Enhancing Knowledge Tracing Based on Forgetting Mechanisms and Multi-feature FusionChenxiao Jia, Shuai Wang, Yuhan Chen, Liangyu Chen. 194-205 [doi]
• Macro-micro Feature Aware Transformer for Dissolved Oxygen PredictionBingke Fu, Xiaotao Wei, Minghao Li, Xuxiang Ta, Ruixue Niu, Zhijiao Tian. 206-217 [doi]
• MTDTSN: Multi-scale Spatiotemporal Networks with Exogenous Factors for Bus Passenger Flow PredictionBin Tan, Yi Li, Rui Li, Wenyuan Wu, Mingquan Shi, Bolin Chen. 218-229 [doi]
• AMSformer: Adaptive Transformer with Convolutional Multi-scale Feature Interaction for Time Series ForecastingGuangming Zi, Yujun Zhu, Meng Mei, Fang Wang, Xin He, Shuai Zhang, Yong Xu. 230-243 [doi]
• A Time-Enhanced Data Disentanglement Network for Traffic Flow ForecastingTianfan Jiang, Mei Wu, Wenchao Weng, Dewen Seng, Yiqian Lin. 244-256 [doi]
• CycleKAN: Integrating Kolmogorov-Arnold Networks with Explicit Cycle Modeling for Efficient Urban Traffic ForecastingYuntian Hou, Di Zhang, Qiang Niu. 257-268 [doi]
• Capability-Aware Knowledge Tracing for Learner's Knowledge Mastery ModelingYanzhao Wang, Qing Xie 0002, Mengzi Tang, Yuhan Wang, Jingling Yuan, Yongjian Liu. 269-280 [doi]
• AGTCN: An Adaptive Gating Approach in Spatiotemporal Convolutional Networks for Accurate Air Quality PredictionWenwei Wang, Junteng Zheng, Xiaoyu Guo, Boyuan Yan. 281-292 [doi]
• TrafusionNet: Efficient Multi-agent Trajectory Prediction with Temporal-Social Perception Mamba and Diffusion ModelYiyang Li, Zhenghan Zhang, Hongwei Ye, Qijing Huang, Xinghua Li, Yuntao Guo. 293-304 [doi]
• FedVCP: Efficient Crowd Flow Prediction Employing Multi-source External Factors in Vertical Federated LearningNingyun Li, Ruiyu Wang, Yifei Luo, Lin Zhang, Haichen Xu, Yu Liu, Rui Luo, Hao Ji. 305-316 [doi]
• Shareformer: A Patch Transformer Model with Shared Attention for Multivariate Time Series ForecastingCunzhuo Lu, Yeheng Jin, Ziwei Zhang, Xiangyu Peng, Jing Chen. 317-328 [doi]
• A Novel Random Sample Partition-Based Ensemble Algorithm for Credit Card Fraud DetectionHaohang Huang, Xuan Lu. 329-340 [doi]
• StarHAR: A Lightweight and Low-Latency Framework for Sensor-Based Human Activity RecognitionMengyuan Song, Siwei Feng. 341-352 [doi]
• Trend Prediction First, Personality Refinement After. KanPaTST: A KAN Fine-Tuned Patch Time Series Transformer for Public Opinion Popularity ForecastingShaoguo Cui, Sifan Zhao, Linfeng Gong, Wei Xia, Yulong Yang, Binbin Sang, Tiansong Li, Xiaoxin Chen. 353-365 [doi]
• CEDMix: Contrast-Enhanced Dynamic Channel Mixing for Correlated Time Series ForecastingKaixin Zhang, Han Bao, Yijie Wang, Xiaohui Zhou, Yizhou Li, Junhui Kan, Chongxiang Sun. 366-377 [doi]
• NuPreX: Times Series Forecasting for the Nuclear Steam Supply SystemHuobin Tan, Xuan Chen, Wanting Li, Biao Dong. 378-390 [doi]
• Frequency-Aware Robust Multimodal Fake News DetectionJing Shen, Honghe Lang, Shengze Wang 0006, Haibo Liu. 391-402 [doi]
• Sample Spatial Distribution and Diffusion Time Deviation Based Anomaly Detection MethodShicheng Jiu, Jiong Yu, Shu Li, Lei Feng. 403-414 [doi]
• Building Extraction from Remote Sensing Images Based on Dual-Stream Feature Fusion NetworkPeng Wang, Xiuqiao Xiang, Yishi Zhao, Jiangga Shang. 415-426 [doi]
• Multi-hop Aware Graph Convolutional Network and Collaborative Transformer for Traffic Flow PredictionHang Liu, Lijuan Liu, Dahan Wang, Chaoqun Hong. 427-438 [doi]
• Multi-step Traffic Flow Prediction Based on Reinforced Attention Graph Convolutional NetworkZikang Dai, Hongmin Qin, Liming Jiang, Huanyu Wang. 439-450 [doi]
• CDFNet: Collaborative Decomposition and Forecasting Network for Time SeriesZhenduo Zhang, Xiao Han, Yiling Wu, Xinfeng Zhang 0001, Qingming Huang. 451-461 [doi]
• 3E-Net: Spatio-Temporal Selective State Expert Network for Traffic Flow PredictionNing Xu, Jing Yu. 462-473 [doi]
• ECDformer: Enhanced Channel-Dependent Transformer for Multivariate Time Series ForecastingWeilin Tang, Jiwei Qin, Dezhi Sun, Ruofan Feng, Luwen Xu. 474-484 [doi]
• Rule Generation for Anomalous Behaviors Detection in Enterprises: A Few-Shot Learning Approach via Chain-of-ThoughtsXin Bao, Yunchuan Guo, Xinyi Shi, Kui Geng, Wenlong Kou, Zifu Li. 485-496 [doi]
• TVCorNet: Time-Variable Correlation Learning Enhancement Network for Multivariate Time Series ForecastingTongzheng Zhu, Dongmei Niu, Jing Zhang, Junzheng Yang, Jiafu Zhao, Shufang Guo. 497-508 [doi]
• BiMa-Former: A Dual-Token Hybrid Model with Bidirectional Mamba and Transformer for Temporal- Multivariate Decoupled ForecastingJin Li, Yanrong Hao, Xin Wen, Linliang Zhang, Jianbao Luo, Ruijie He, Rui Cao. 509-521 [doi]