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Forecasting

KALFormer: Knowledge-augmented attention learning for long-term time series forecasting with transformer

Xing Dong, Qianwei Yang, Wenbo Cheng, Yun Zhang

Predictive effects of diabetes-related risk factors for falls in community-dwelling people with diabetic peripheral neuropathy based on a logistic regression model

Eneida Yuri Suda, Cristina Dallemole Sartor, [ ... ], Isabel C. N. Sacco

Research on an intelligent drilling parameter optimization method using sliding window segmentation based on the hydraulic-mechanical specific energy model

Wei Li, Yapeng Liu, [ ... ], Ullah Zain

Enterprise retail price prediction method based on improved HPO-LSTM algorithm

Wei Zhu

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami

A predictive model of joint dynamics and ground reaction force using only leg length, body mass, and walking cadence

Huan Zhao, Guowu Wei, [ ... ], Wei-Hsin Liao

Predicting the frequency of positive laboratory submissions for porcine reproductive and respiratory syndrome in Ontario, Canada, using autoregressive integrated moving average, exponential smoothing, random forest, and recurrent neural network

Tatiana Petukhova, Maria Spinato, [ ... ], Zvonimir Poljak

A hybrid machine learning model for pulmonary tuberculosis forecasting of Chongqing with adjacent-region data

Yilin Zhang, Hongbo Song, [ ... ], Junjie Tang

Intelligence prediction of integrated circuit reliability based on SSA-LSTM fusion architecture

Ying Qian, Bing Liu, Beibei Su, Chunyan Zhang

Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?

Junhyeok Lee, Hyungjin Chung, [ ... ], Kyu Sung Choi

Robustness of CNN-augmented sequential models for Li-ion battery RUL prediction under data scarcity

Jie Zhang

Exploring DNA methylation profiles in blood samples of canine gastrointestinal lymphoma

Miyuki Nakamura, Yuki Matsumoto, [ ... ], Jumpei Yamazaki

Time-series analysis for forecasting monthly workload at two elephant hospitals in Thailand

Worapong Kosaruk, Veerasak Punyapornwithaya, [ ... ], Nawapa Hirannithithamrong

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