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Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 316, 页码: 11
作者:  Zeng, Hansheng;  Li, Yuqi;  Niu, Ruize;  Yang, Chuanguang;  Wen, Shiping
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
Deep learning  Spatio-temporal prediction  Mamba  Diffusion  
A Hybrid Long Short-Term Memory-Graph Convolutional Network Model for Enhanced Stock Return Prediction: Integrating Temporal and Spatial Dependencies 期刊论文
MATHEMATICS, 2025, 卷号: 13, 期号: 7, 页码: 13
作者:  Shi, Songze;  Li, Fan;  Li, Wei
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
LSTM  GCN  machine learning  temporal information  spatial information  stock return prediction  
Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 5, 页码: 5500-5514
作者:  Hu, Dieli;  Yuan, Mingang;  Huang, Gaofei;  Zhao, Sai;  Tang, Dong
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Wireless communication  Costs  Optimization  Fading channels  Resource management  Servers  Delays  Wireless sensor networks  Internet of Things  Vehicle-to-infrastructure  Mobile edge computing  path prediction  task offloading  time-varying channels  vehicular network  
A Model-Agnostic Hierarchical Framework Towards Trajectory Prediction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 322-339
作者:  Qian, Tang-Wen;  Wang, Yuan;  Xu, Yong-Jun;  Zhang, Zhao;  Wu, Lin;  Qiu, Qiang;  Wang, Fei
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
spatial-temporal data mining  trajectory prediction  hierarchical framework  model-agnostic  
MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction 期刊论文
INFORMATION FUSION, 2025, 卷号: 113, 页码: 15
作者:  Yu, Chengqing;  Wang, Fei;  Wang, Yilun;  Shao, Zezhi;  Sun, Tao;  Yao, Di;  Xu, Yongjun
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Air quality prediction  Multi-Granularity Spatiotemporal Fusion  Transformer  Spatiotemporal correlation  Multi-source information fusion  
Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12
作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling  
A machine learning prediction model for Cardiac Amyloidosis using routine blood tests in patients with left ventricular hypertrophy 期刊论文
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:  Pan, Yuling;  Fan, Qingkun;  Liang, Yu;  Liu, Yunfan;  You, Haihang;  Liang, Chunzi
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Cardiac amyloidosis  Machine learning  Routine blood tests  Multi-system dysfunction profile  Prediction model  
A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network 期刊论文
PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2024, 卷号: 9, 期号: 6, 页码: 1-18
作者:  Yi, Zhenxiao;  Wang, Shi;  Li, Zhaoting;  Wang, Licheng;  Wang, Kai
收藏  |  浏览/下载：21/0  |  提交时间：2024/12/06
Accuracy  Recurrent neural networks  Computational modeling  Time series analysis  Predictive models  Supercapacitors  Feature extraction  Prediction algorithms  Convolutional neural networks  Long short term memory  state of health  re-maining useful life  honey badger algorithm  recurrent dropout  
A Trustworthiness Sequence Prediction Scheme Based on Neural Networks and Mathematical Calculations 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22643-22655
作者:  Li, Xuefei;  Wang, Qi;  Li, Ru
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
IoT  mathematical calculation  neural network  trust management  trustworthiness prediction  trustworthiness evaluation  
Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5799-5817
作者:  Lv, Gerui;  Wu, Qinghua;  Tan, Qingyue;  Wang, Weiran;  Li, Zhenyu;  Xie, Gaogang
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Adaptive streaming  mobile internet  QoE improvement  throughput prediction