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Forecasting

Regional PM_2.5 pollution forecasting using a hybrid model based on multi-scales feature fusion and deep learning algorithms

Yong Zhang, Wenya Zhang, Bo Wu, Weichen Yi

TIC-FusionNet: A multimodal deep learning framework with temporal decomposition and attention-based fusion for time series forecasting

Liyu Chen, Xiangwei Fan

Macroeconomic-aware forecasting of construction costs in developing countries: Using gated recurrent unit and long short-term memory deep learning framework

Majed Alzara, Nadeen Gihad, [ ... ], Ahmed Ehab

Outcomes and costs in specialized burn care: Adapting the Quality Cost Indicator (QCI) model for burn care

Raaba S. M. Thambithurai, Willem H. P. van Veghel, [ ... ], on behalf of the National Burn Care, Education & Research group, the Netherlands

BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism

Saeed Ahmed, Nalini Schaduangrat, [ ... ], Watshara Shoombuatong

Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, [ ... ], Kedan Cai

Cardiovascular risk prediction and influencing predictors identification among Bangladeshi individuals using machine learning algorithms and association rule mining

Md. Merajul Islam, Sujit Kumar, [ ... ], Md. Rezaul Karim

Analysing factors influencing railway accidents: A predictive approach using multinomial logistic regression and data mining

Jaroslav Mašek, Lucia Duricova, Juraj Čamaj

Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

Air transportation carbon dioxide emission forecasting: An improved back propagation neural network

Peiwen Zhang, Yunan Luo, Qian Yu, Zhifeng Zhou

Models for predicting the risk of bloodstream infections associated with peripherally inserted central venous catheters: A scoping review

Langping Cao, Yingxiang Tao, [ ... ], Yanhui Liu

Short-term passenger flow prediction for urban rail systems: A deep learning approach utilizing multi-source big data

Hongmeng Cui, Bingfeng Si, [ ... ], Yuanmeng Chen

Prognostic nomogram integrated with inflammatory marker ratios for assessing in-hospital mortality risk in patients with acute type A aortic dissection

Xiao-Chai Lv, Lin-feng Xie, [ ... ], Liang-wan Chen

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