Study on the Stage Method of the Water Environmental Capacity Flood Season in the Ningxia Section of the Yellow River by Yu Song, Hongrui Wang

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A Multi-Scale Time–Frequency Complementary Load Forecasting Method for Integrated Energy Systems by Enci Jiang, Ziyi Wang, Shanshan Jiang

“…Robust in long-step (96 h) forecasting, it reduces MAE by 30% compared to conventional methods, offering an efficient tool for real-time IES scheduling and risk decision-making.…”
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Towards Intelligent Unmanned Adversarial Games: A Reinforcement Learning Framework with the PHP-ROW Method by Guoqing Shi, Yi Cao, Dinghan Wang, Qiming Yang, Jiandong Zhang, Zhuoyong Shi

“…This study introduces a novel framework for intelligent unmanned BVR maneuver control within the context of adversarial games. The emphasis lies on three pivotal aspects: situational awareness, maneuver decision-making, and precise maneuver control. …”
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An Approach to Truck Driving Risk Identification: A Machine Learning Method Based on Optuna Optimization by Zhaofei Wang, Hao Li, Qiuping Wang

“…First, the risk characterization indicators were extracted from the natural driving data of trucks, and the threshold value of each indicator was determined using a box plot-based method. Second, the truck driving risk was quantified into three categories of low level, medium level, and high level risk, and the unbalanced data were processed using a hybrid sampling algorithm. …”
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A Multi-Source Transfer Joint Matching Method for Inter-Subject Motor Imagery Decoding by Fulin Wei, Xueyuan Xu, Tianyuan Jia, Daoqiang Zhang, Xia Wu

“…Different from previous MSTL methods in MI, our methods align the data distribution for each pair of subjects, and then integrate the results by decision fusion. …”
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Anomaly Detection Method for Hydropower Units Based on KSQDC-ADEAD Under Complex Operating Conditions by Tongqiang Yi, Xiaowu Zhao, Yongjie Shi, Xiangnan Jing, Wenyang Lei, Jiang Guo, Yang Meng, Zhengyu Zhang

“…Validation experiments using 14-month actual operational data from a 550 MW unit at a hydropower station in Southwest China show that the KSQDC algorithm achieves a silhouette coefficient of 0.64 in condition recognition, significantly outperforming traditional methods, and the KSQDC-ADEAD algorithm achieves comprehensive scores of 0.30, 0.34, and 0.23 for anomaly detection at three key monitoring points, effectively improving the accuracy and reliability of anomaly detection. …”
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Hamming Distance-Based Intuitionistic Fuzzy Artificial Neural Network with Novel Back Propagation Method by John Robinson Peter Dawson, Wilson Arul Prakash Selvaraj

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Express - a method of forming a representative expert coalition based on an extended correlation matrix by R. A. Zhilin

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Nomogram for Predicting 1‐, 3‐, and 5‐Year Survival in Hemodynamically Significant Aortic Regurgitation: The ARISE Score by Kang Liu, Meng‐Han Tsai, Wei‐Jyun Wang, Jui Wang, Seanson Chance Ju, Masashi Amano, Chisato Izumi, Yi‐Lwun Ho, Masaaki Takeuchi, Li‐Tan Yang

“…We aimed to develop and validate a nomogram‐based score to predict survival and identify high‐risk patients for timely aortic valve surgery referral. Methods and Results From 2008 to 2022, 1229 patients (derivation data set: 764 Taiwanese; validation data set: 465 Japanese; age: 64±17 years) with isolated chronic moderately severe to severe aortic regurgitation from 3 centers were included. …”
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Major indicators of analysis of insurers’ investment activity by O.O. Poplavskyi

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Stressful Life Events and Heart Failure: A Mixed-Method Study to Analyze the Patient’s Perspective by Dina Di Giacomo, Eleonora Cilli, Federica Guerra, Francesco Barbati, Renata Petroni, Luigi Sciarra, Silvio Romano

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Advancing global hydrologic modeling with the GEOGloWS ECMWF streamflow service by Riley C. Hales, E. James Nelson, Michael Souffront, Angelica L. Gutierrez, Christel Prudhomme, Steve Kopp, Daniel P. Ames, Gustavious P. Williams, Norman L. Jones

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SLAM-based localization method of coal mine underground robot with adaptability to dark illumination environment by Song JIANG, Zhixiang CUI, Bibo DAI, Binjian RAO, Runfeng HE, Haoyu WANG

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Automatic method of colposcopic multi-spectral images analysis for television systems diagnostics of cervical cancer by N. A. Obukhova, A. A. Motyko

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An Optimized Dynamic Benefit Evaluation Method for Pumped Storage Projects in the Context of the “Dual Carbon” Goal by Cong Feng, Qi Guo, Qian Liu, Feihong Jian

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A new approach for solving fuzzy non-linear equations using higher order iterative method by Srilakshmi Katuri, Prashanth Maroju

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Sleep Stage Classification using Laplacian Score Feature Selection Method by Single Channel EEG by Mahtab Vaezi, Mehdi Nasri

“…Simulation results confirms the superiority of the proposed method based on the classification results. With the proposed algorithm, 2, 3, 4, 5 and 6 stages of sleep were classified by SVM and decision tree with 98.0%, 98.0%, 97.3%, 96.6%, and 95.0% accuracy, which are more superior to previous methodâs results.…”
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Weighted fuzzy track association method based on Dempster–Shafer theory in distributed sensor networks by Lixin Fan, En Fan, Changhong Yuan, Keli Hu

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Parameter Selection Method for Support Vector Regression Based on Adaptive Fusion of the Mixed Kernel Function by Hailun Wang, Daxing Xu

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An improved preconditioned conjugate gradient method for unconstrained optimization problem with application in Robot arm control by Lawal Muhammad, Mohammad Y. Waziri, Ibrahim Mohammed Sulaiman, Issam A.R. Moghrabi, Aceng Sambas

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