An interpretable stacking ensemble model for high-entropy alloy mechanical property prediction by Songpeng Zhao, Zeyuan Li, Changshuai Yin, Zhaofu Zhang, Teng Long, Jingjing Yang, Ruyue Cao, Yuzheng Guo

“…The results demonstrate that the proposed stacking framework outperforms individual models in predicting yield strength and elongation, showing improved generalization ability and predictive accuracy.…”
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Study on factor-state artificial neural network model for water quality prediction by GUO Zong-lou, SHEN Wei

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Risk factors for infections in patients with lupus nephritis and construction of a prediction model by Liu Ding-lin, Zhang Wen-hao, Hu Hao-fei, Li Ai-ting, Chen Zhi-jin, Zheng Cai-yan, Qin Le-le, Zhang Li, Li Rui-zhao, Ye Zhi-ming

“…The nomogram constructed in this study has a good predictive ability for the occurrence of risk factors for infection in LN patients.…”
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Advancing Forex prediction through multimodal text-driven model and attention mechanisms by Fatima Dakalbab, Ayush Kumar, Manar Abu Talib, Qassim Nasir

“…This research work introduces a novel multimodal deep learning framework that integrates technical analysis and sentiment analysis through a cross-modal attention mechanism, enabling a comprehensive understanding of market dynamics. The proposed model leverages innovative alignment techniques to synchronize sentiment from news articles with historical price trends, facilitating robust multiclass prediction of Forex price directions. …”
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A Hybrid Prediction Model for Monitoring of River Water Quality in the USN System by Hoontae Kim, Minsoo Kim

“…Since the detection of each day's pattern takes some time, we need to incorporate statistical regression model as an interim prediction method. Through an experiment that compares the hybrid model to previous statistical regression model, we have shown that our hybrid model is more accurate to predict the sensor's movement.…”
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A network security situation prediction method based on hidden Markov model by Xiong ZHAN, Hao GUO, Peng ZHANG, Shu MAO

Subjects: “…network security situation prediction…”
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Prediction of Precipitation in the Western Mountainous Regions of China Using a Statistical Model by Yijia Hu, Yuan Sun, Yao Ha, Yimin Zhu, Zhixian Luo

“…It has better skill in the prediction of WMR precipitation than the dynamical model SINTEX-F.…”
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Temperature Prediction for Aerospace Thermal Tests Based on Physical and LSTM Hybrid Model by Xinze Li, Chunjun Chen

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Postoperative hyperglycemia in patients with traumatic brain injury: development of a prediction model by Xiangyi Yin, Yi Xia, Liuyan Shen, Xiaowen Zhu, Lichun Lu, Xianlan Meng

“…For TBI patients with a total score ≥ 6 in the prediction model, early interventions and care are needed to reduce the postoperative hyperglycemia.…”
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Impact of a USMLE Step 2 Prediction Model on Medical Student Motivations by Anthony Shanks, Ben Steckler, Sarah Smith, Debra Rusk, Emily Walvoord, Erin Dafoe, Paul Wallach

“…The standard error of the prediction model was 7.6 with better accuracy for predicted scores greater than 230 (SE 8.1) as compared to less than 230 (SE 12.8). …”
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Electric vehicle charging station demand prediction model deploying data slotting by A.V. Sreekumar, R.R. Lekshmi

Subjects: “…Energy demand prediction…”
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Graph-based machine learning model for weight prediction in protein–protein networks by Hajer Akid, Kirsley Chennen, Gabriel Frey, Julie Thompson, Mounir Ben Ayed, Nicolas Lachiche

“…Therefore, computational approaches have emerged as valuable tools for predicting missing interactions. In PPI networks, a graph is usually used to model the interactions between proteins. …”
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The prediction of karst-collapse susceptibility levels based on the ISSA-ELM integrated model by Jiaxin Wang, Ying Yang, Xian Yang, Yulong Lu, Yang Liu, Da Hu, Yongjia Hu

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The Geometry of Flow: Advancing Predictions of River Geometry With Multi‐Model Machine Learning by Shuyu Y. Chang, Zahra Ghahremani, Laura Manuel, Seyed Mohammad Hassan Erfani, Chaopeng Shen, Sagy Cohen, Kimberly J. Van Meter, Jennifer L. Pierce, Ehab A. Meselhe, Erfan Goharian

“…In the present study, we have moved beyond these traditional power‐law relationships, testing the ability of machine‐learning models to provide improved predictions of river width and depth. …”
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Bankruptcy Prediction Using First-Order Autonomous Learning Multi-Model Classifier by Amine Sabek, Jakub Horák, Hussam Musa, Amélia Ferreira da Silva

Subjects: “…bankruptcy prediction…”
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A mathematical model to predict the change in direction of the common limb in Z plasty by Ellur Sunderraj, Guido Norman

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Soil Moisture Prediction Using the VIC Model Coupled with LSTMseq2seq by Xiuping Zhang, Xiufeng He, Rencai Lin, Xiaohua Xu, Yanping Shi, Zhenning Hu

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Enhancing mental well-being: An artificial intelligence model for predicting mental disorders by Jahanur Biswas, Md. Nahid Hasan, Md. Shakil Rahman Gazi, Md. Mahbubur Rahman

“…This imbalanced dataset is balanced by the Random Oversampling model. In our study, we introduced a state-of-the-art approach to predicting mental conditions such as depression, anxiety, and stress. …”
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Electric Vehicle Charging Demand Prediction Model Based on Spatiotemporal Attention Mechanism by Yang Chen, Zeyang Tang, Yibo Cui, Wei Rao, Yiwen Li

“…The experimental results indicate that the proposed model has a more powerful comprehensive ability to capture spatiotemporal relationships and improve accuracy and stability in different prediction steps.…”
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A Nomogram Model for Predicting Recurrent Coronary Thrombosis in Kawasaki Disease Patients by Zhou X, Peng Y, Yi Q

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