A Prior Knowledge-Enhanced Deep Learning Framework for Improved Thermospheric Mass Density Prediction by Ling Li, Changyong He, Dunyong Zheng, Shaoning Li, Dong Zhao

“…The model’s robustness was further demonstrated on GRACE-A data (2002–2009, altitude of 450–540 km, avg. 482 km) under magnetically quiet conditions, with the RMSE decreasing from 0.3352 × <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mn>10</mn></mrow><mrow><mo>−</mo><mn>12</mn></mrow></msup></mrow></semantics></math></inline-formula> kg/m³ to 0.2959 × <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mn>10</mn></mrow><mrow><mo>−</mo><mn>12</mn></mrow></msup></mrow></semantics></math></inline-formula> kg/m³, indicating improved high-altitude prediction accuracy. …”
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Research on Steering and Suspension–Integrated Control Based on Robust MPC Considering Road Vibration Prediction by Taowen Cui, Shuaiyin Wang, Yuxiang Cao, Bo Li, Can Xu, Jingda Wu

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Deep recurrent neural network with fractional addax optimization algorithm for influenza virus host prediction by Shweta Ashish Koparde, Sonali Kothari, Sharad Adsure, Kapil Netaji Vhatkar, Vinod V. Kimbahune

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Predictive tools and scoring systems for surgical intervention in antenatal hydronephrosis and pelviureteric junction obstruction: An ATLAS based on comprehensive review of literat... by Leo Edward Fitzgerald Gradwell, Abdullah Khalid Fouda Neel, Bhaskar K. Somani

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Cross-Project Defect Prediction Using Transfer Learning with Long Short-Term Memory Networks by Hongwei Tao, Lianyou Fu, Qiaoling Cao, Xiaoxu Niu, Haoran Chen, Songtao Shang, Yang Xian

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Revisiting Online Algorithms: A Survey of Set Cover Solutions Beyond Competitive Analysis by Christine Markarian, Claude Fachkha, Noura Yassine

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Multi-Sensor Temporal Fusion Transformer for Stock Performance Prediction: An Adaptive Sharpe Ratio Approach by Jingyun Yang, Pan Li, Yiwen Cui, Xu Han, Mengjie Zhou

“…The model also demonstrates superior uncertainty quantification, providing reliable confidence intervals for its predictions. …”
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Time series analysis and prediction of the trends of COVID-19 epidemic in Singapore based on machine learning by Wenbin Yang, Xin Chang

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Effect of CaO-Al2O3-SiO2 molar ratio on compressive strength, reaction products, and strength prediction model of CaO-activated materials by Gaoyu Liao, Takafumi Noguchi

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MFE-DDI: A multi-view feature encoding framework for drug-drug interaction prediction by Lingfeng Wang, Yinghong Li, Yaozheng Zhou, Liping Guo, Congzhou Chen

“…In this study, we propose the Multi-view Feature Embedding for drug-drug interaction prediction (MFE-DDI), which integrates SMILES information, molecular graph data and atom spatial semantic information to model drugs from multiple perspectives and encapsulate the intricate drug information crucial for predicting DDIs. …”
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A Gradient Boosting Crash Prediction Approach for Highway-Rail Grade Crossing Crash Analysis by Pan Lu, Zijian Zheng, Yihao Ren, Xiaoyi Zhou, Amin Keramati, Denver Tolliver, Ying Huang

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Novel FTLRNN with Gamma Memory for Short-Term and Long-Term Predictions of Chaotic Time Series by Sanjay L. Badjate, Sanjay V. Dudul

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History Matching and Production Prediction of Steam Drive Reservoir Based on Data-Space Inversion Method by RuXiang Gong, JingSong Li, ZiJun Huang, Fei Wang, Hao Yang, Xiang Rao, GuangLong Sheng, Hui Zhao, YunFeng Xu, Deng Liu

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Breast Cancer Prognosis Prediction and Immune Pathway Molecular Analysis Based on Mitochondria-Related Genes by Weixu Luo, Yuanshan Han, Xin Li, Zhuo Liu, Pan Meng, Yuhong Wang

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Research on the Prediction of the Operational Risk Field of Intelligent Vehicles Based on Dual Multiline LiDAR by Ruibin Zhang, Yingshi Guo, Chang Wang, Yang Zhou, Yunze Long

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Evaluation and prediction of coal seam mining mode: Coefficient of Variation-TOPSIS and CNN-NGO methods by Haixiong Li, Fei Wang

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Using Deep Learning to Improve Short-term Climate Prediction of Summer Precipitation in Southwestern China by Haoyuan ZHANG, Panjie QIAO, Wenqi LIU, Yongwen ZHANG

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A Data Organization Method for LSTM and Transformer When Predicting Chinese Banking Stock Prices by Zong-Yu Peng, Pei-Chang Guo

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Spatiotemporal evolution and prediction of land use change and carbon storage in ionic rare earth mining areas based on the YOLOv11–SegFormer–InVEST–PLUS integrated model by Zhenghao Zhu, Shen Zhao, Qiangfeng Li, Zongbin Shi, Yuxuan Wu, Lu Wang

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Ultra-Short-Term Prediction of Wind Power Based on Fuzzy Clustering and RBF Neural Network by Huang Hui, Jia Rong, Wang Songkai

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