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Forecasting

UniHAR: A unified hierarchical transformer with multi-scale temporal modeling for wearable human activity recognition

Memoona, Muhammad Haseeb Hashir, Sung Won Kim

Explainable machine learning framework with Granger-based temporal predictive validation for monitoring fiscal risk in national health insurance expenditure

Gwangsu Lee

Integrating YOLOv8-based disaster detection with deep reinforcement learning for closed-loop UAV emergency response scheduling: A simulation study

Chunsheng Zhang, Ruichun He

A novel soil-water characteristic curve prediction model for unsaturated soil considering pore structure characteristics

Hengjie Liu, Dongdong Yan

A cascaded U-nets model based on hybrid attention for video anomaly detection

Suyuan Li, Nan Jiang, [ ... ], Fuyao Wang

Stock-level volatility forecasting using machine learning: A comparative study of GARCH, Random Forest, LSTM, and GRU on US Equities

R. V. Pragadeeshwaran, R. Tarun Narayanan, R. M. Bhavadharini

Association of airway CCL28 with type 2 inflammation and secretory IgA in patients with asthma

Xiaohan Jiang, Jinmei Zhang, [ ... ], Ying Shi

TFCdetector: Multivariable time series anomaly detection with time-frequency constraints

Jinyu Fan, Jianfei Zhao, Jun Ma, Yuxi Cai

PhysBridge: Response-supervised grid pretraining with physics-constrained local correction for transferable power-system intelligence

Donglan Liu, Shanjie Xu, [ ... ], Qinguo Liu

Linking academic stress to loneliness, anxiety, and depression: The association of problematic micro-drama use among Chinese university students

Haoyuan Yu, Zhibiao Yang

An operational spatiotemporal prediction framework for sector congestion in air traffic management

Huaqun Chen, Zhenyu Gao, [ ... ], Lin Wu

Multi-horizon forecasting for decision support in a thermally delayed biomass-fired boiler system

Sunyong Park, Jiwook Yang, [ ... ], Sunhwa Ryu

Research on expressway traffic accident risk prediction method considering Spatio-Temporal effects

Liang Zhao, Duo Liu, [ ... ], Xiuguang Wang

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