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Forecasting

Predicting mortality dynamics in cancer patients: A machine learning approach to pre-death events

Tatsuki Yamamoto, Minoru Sakuragi, [ ... ], Yasushi Okuno

Long sequence temporal knowledge tracing for student performance prediction via integrating LSTM and informer

Ailian Gao, Zenglei Liu

Artificial intelligence-based CT histogram parameters differentiating bronchiolar adenoma and lung adenocarcinomas: A two-center study

Wen Zhao, Ziqian Zhao, [ ... ], Tengfei Ke

Machine learning-based prediction model for 28-day mortality in acute kidney injury patients with liver cirrhosis: A MIMIC-IV database analysis

Luyu Chai, Yuxiang Zhou, [ ... ], Renqi Pang

Machine learning predictions of unplanned readmissions using electronic medical records: Predictor importance across medical and surgical patient populations

Michael M. Havranek, Aljoscha B. Hwang, [ ... ], Stefan Boes

Forecasting and analysing global average temperature trends based on LSTM and ARIMA models

Can Tan, Junyi Zhong, Dajun Yang, Weiming Huang

Fracture fixation in the hand and wrist: A 16-year population-based study of 56 163 patients from the Swedish National Patient Register

Viktor Schmidt, Elsa Pihl, Cecilia Mellstrand Navarro, Michael Axenhus

Bundle recommendation methods considering rating data differences for online retailers

Yan Fang, Qiuqin An, Xue Jin, Ying Liu

Explainable mortality prediction models incorporating social health determinants and physical frailty for heart failure patients

Zhenyue Gao, Xiaoli Liu, [ ... ], Wendong Xiao

Investigating factors influencing fatalities and injuries in animal-vehicle crashes using a random parameters logit model and ensemble machine learning approaches

Md Nabil Zawad, Mohammed Almannaa, Khalid F. Alkahtani

Analysis and intelligent prediction of domino effect accidents in chemical storage tanks with a focus on accident chain length

Jinrong Qi, Mingguang Zhang, Guo Yu, Cuimei Bo

Spatio-temporal transformer traffic prediction network based on multi-level causal attention

Hengyuan He, Zhengtao Long, Yingchao Zhang, Xiaofei Jiang

Improving attachment style clustering with ROCKET and CatBoost: Insights from EEG analysis

Dor Mizrahi, Ilan Laufer, Inon Zuckerman

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