Transforming Cardiac Care: Machine Learning in Heart Condition Prediction Using Phonocardiograms by Sandra D’Souza, Niranjan Reddy S, Saikonda Krishna Tarun, Sohan P, aneesha acharya k

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Graph neural networks for mechanical property prediction of 2D fiber composites by Erdem Caliskan, Reza Abedi, Massimiliano Lupo Pasini

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Using Hybrid Artificial Intelligence Approaches to Predict the Fracture Energy of Concrete Beams by Qinghua Xiao, Congming Li, Shengxiang Lei, Xiangyu Han, Qiaofeng Chen, Zemin Qiu, Biao Sun

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ANN prediction of the CO2 solubility in water and brine under reservoir conditions by Shuo Yang, Dong Wang, Zeguang Dong, Yingge Li, Dongxing Du

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Surface Roughness Prediction of Bearing Ring Precision Grinding Based on Feature Extraction by Chaoyu Shi, Bohao Chen, Yao Shi, Jun Zha

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High frequency radar error classification and prediction based on K-means methods by Zhaoyi Wang, Zhaoyi Wang, Marie Drevillon, Pierre De Mey-Frémaux, Elisabeth Remy, Nadia Ayoub, Dakui Wang, Bruno Levier

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Collecting Performance Prediction for the Rubber Collector in Horizontal Wellbore Based on AutoML by Shaohua Li, Yang Li, Longlin Chen, Xianbin Wang, Weihang Kong

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Prediction of Corroded Pipeline Failure Pressure Based on Empirical Knowledge and Machine Learning by Hongbo Liu, Xiangzhao Meng

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Social opinions prediction utilizes fusing dynamics equation with LLM-based agents by Junchi Yao, Hongjie Zhang, Jie Ou, Dingyi Zuo, Zheng Yang, Zhicheng Dong

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An urban road traffic flow prediction method based on multi-information fusion by Xiao Wu, Hua Huang, Tong Zhou, Yudan Tian, Shisen Wang, Jingting Wang

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Evaluation of machine learning and deep learning algorithms for fire prediction in Southeast Asia by Aditya Eaturu, Krishna Prasad Vadrevu

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Application of phase analysis to predict long-term dynamics of atmospheric air temperature by L.  T. Sozaeva

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Risk prediction of new energy vehicle based on dynamic-static feature fusion by Xiang Zhang, Xiaoxuan Yin, Shubing Huang, Ge Zhang, Chongming Wang

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Development and external validation of a nomogram for predicting sepsis following flexible ureteroscopy by Sheng-Shan Liu, Da-Qing Zhu, Jun-Tao Tan, Hai Hu, Chi Feng, Qing-Hua Luo

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Advanced Machine Learning Approaches for Predicting Machining Performance in Orthogonal Cutting Process by Sabrina Al Bukhari, Salman Pervaiz

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Putting into practice domain-linear motif interaction predictions for exploration of protein networks. by Katja Luck, Sadek Fournane, Bruno Kieffer, Murielle Masson, Yves Nominé, Gilles Travé

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AISMPred: A Machine Learning Approach for Predicting Anti-Inflammatory Small Molecules by Subathra Selvam, Priya Dharshini Balaji, Honglae Sohn, Thirumurthy Madhavan

“…<b>Results:</b> A total of 15 ML models were developed using 2D, FP, and Hybrid feature sets, with the ET model with hybrid features achieving the highest accuracy of 92% and an AUC of 0.97 on the independent test dataset. …”
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Optimized Application of CGA-SVM in Tight Reservoir Horizontal Well Production Prediction by Chao Wang, Ruogu Wang, Yuhan Lin, Jiafei Zhang, Xiaofei Xie, Zidan Zhao, Yunlin Xu

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Drug–Target Affinity Prediction Based on Cross-Modal Fusion of Text and Graph by Jucheng Yang, Fushun Ren

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Comparative Investigation of Machine Learning and Deep Learning Approaches for Air Quality Prediction by Zhang Borui

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