Using Heuristic Value Prediction and Dynamic Task Granularity Resizing to Improve Software Speculation by Fan Xu, Li Shen, Zhiying Wang, Bo Su, Hui Guo, Wei Chen

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Application of Stochastic Gradient Boosting Approach to Early Prediction of Safety Accidents at Construction Site by Yoonseok Shin

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Application of Principal Component Analysis-Assisted Neural Networks for the Rotor Blade Load Prediction by Jiahong Zheng, Shuaike Jiao, Ding Cui

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Combined Prediction Method of Short-Term Distance Headway Based on EB-GRA-TCN by Chun Wang, Weihua Zhang, Cong Wu, Heng Hu, Wenjia Zhu

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Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…The results demonstrate that the SG1st preprocessing method significantly enhanced the predictive capability of the model. For the predictions of <i>L</i>*, <i>a</i>*, <i>b</i>*, SSC, hardness, and moisture content, the best inversion models achieved coefficients of determination <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msubsup><mi>R</mi><mi>p</mi><mn>2</mn></msubsup></mrow></semantics></math></inline-formula> of 0.9972, 0.9970, 0.9857, and 0.9972, respectively. …”
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Underwater Acoustic Signal Prediction Based on MVMD and Optimized Kernel Extreme Learning Machine by Hong Yang, Lipeng Gao, Guohui Li

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Added wave resistance prediction and comparative study based on point cloud feature extraction by Mingfeng WU, Renchuan ZHU, Dekang XU

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Classification Prediction of Rockburst in Railway Tunnel Based on Hybrid PSO-BP Neural Network by Min Zhang

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Prediction of Compressive Strength of Concrete in Wet-Dry Environment by BP Artificial Neural Networks by Chengyao Liang, Chunxiang Qian, Huaicheng Chen, Wence Kang

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Prediction method of gas emission in working face based on feature selection and BO-GBDT by MA Wenwei

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PINN-Based Method for Predicting Flow Field Distribution of the Tight Reservoir after Fracturing by Jun Pu, Wenfang Song, Junlai Wu, Feifei Gou, Xia Yin, Yunqian Long

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Flood prediction in urban areas based on machine learning considering the statistical characteristics of rainfall by Se-Dong Jang, Jae-Hwan Yoo, Yeon-Su Lee, Byunghyun Kim

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Bearing Life Prediction Method Based on Parallel Multichannel Recurrent Convolutional Neural Network by Jianmin Zhou, Sen Gao, Jiahui Li, Wenhao Xiong

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Prediction of California Bearing Ratio of Granular Soil by Multivariate Regression and Gene Expression Programming by Mudthir Bakri, Ibrahim Aldhari, Mohammed Saleh Alfawzan

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Seismic Failure Pattern Prediction in a Historical Masonry Minaret under Different Earthquakes by Halil Nohutcu

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PGDRT: Prediction Demand Based on Graph Convolutional Network for Regional Demand-Responsive Transport by Eunkyeong Lee, Hosik Choi, Do-Gyeong Kim

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Intelligent Prediction of Lost Circulation and Gas Invasion in Cementing Operations Based on ACO-SWXGBoost by Wei Ji, Mengyuan Xiong, Shuangjin Zheng

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Oilfield Production Prediction Method Based on Multi-Input CNN-LSTM With Attention Mechanism by Lihui Tang, Zhenpeng Wang, Yajun Gao, Hao Wu, Wenbo Zhang, Xiaoqing Xie

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Numerical Modelling of Two-Phase Flow in a Gas Separator Using the Eulerian–Lagrangian Flow Model by S. Amzin, S. Norheim, B. Haugen, B. Rødland, H. Momeni

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Energy Management Prediction in Hybrid PV-Battery Systems Using Deep Learning Architecture by Mohamad Reda A. Refaai, Shanmukha Naga Raju Vonteddu, Prasanthi Kumari Nunna, P. Suresh Kumar, C. Anbu, Mebratu Markos

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