Prediction of Urban Scale Expansion Based on Genetic Algorithm Optimized Neural Network Model by Hewu Kuang

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Modeling Short-Term Drought for SPEI in Mainland China Using the XGBoost Model by Fanchao Zeng, Qing Gao, Lifeng Wu, Zhilong Rao, Zihan Wang, Xinjian Zhang, Fuqi Yao, Jinwei Sun

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Forecasting Civil Aviation Incident Rate in China Using a Combined Prediction Model by Yixiang Sun, Nana Geng

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A novel prediction model of grounding resistance based on long short-term memory by Xinghai Pu, Jing Zhang, Fei Wang, Shuai Xue

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Optimizing Concrete Mix Designs With Synthetic Data Generation and Machine Learning Prediction Models by Mohanad A. Deif, Hani Attar, Waleed Alomoush, Mohamed A. Hafez

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A water quality prediction model based on neural network at data-scarce sites by Chuxiao Chen, Jinghua Hao

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Visual Classification of Music Style Transfer Based on PSO-BP Rating Prediction Model by Tianjiao Li

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Development of Modified LSTM Model for Reservoir Capacity Prediction in Huanggang Reservoir, Fujian, China by Bibo Dai, Jiangbin Wang, Xiao Gu, Chunyan Xu, Xin Yu, Haosheng Zhang, Canming Yuan, Wen Nie

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Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System by Ivan Marović, Ivana Sušanj, Nevenka Ožanić

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Research on a Grey Prediction Model of Population Growth Based on a Logistic Approach by Mingyu Tong, Zou Yan, Liu Chao

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Impact of Weather Predictions on COVID-19 Infection Rate by Using Deep Learning Models by Yogesh Gupta, Ghanshyam Raghuwanshi, Abdullah Ali H. Ahmadini, Utkarsh Sharma, Amit Kumar Mishra, Wali Khan Mashwani, Pinar Goktas, Shokrya S. Alshqaq, Oluwafemi Samson Balogun

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Hygienic substantiation of calculating models for predicting toxicity of different classes insecticides (first part). by A. M. Antonenko, O. P. Vavrinevych, S. T. Omelchuk, B. I. Shpak

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Comparing Models and Performance Metrics for Lung Cancer Prediction using Machine Learning Approaches. by Ruqiya, Noman Khan, Saira Khan

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Enhancing Traffic Speed Prediction Accuracy: The Multialgorithmic Ensemble Model With Spatiotemporal Feature Engineering by Ali Ardestani, Hao Yang, Saiedeh Razavi

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Prediction of land use around urban metro stations using the CA-Markov model by Xingzhong Nong, Ming Geng, Xia Jia

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Predicting Freeway Work Zone Capacity Distribution Based on Logistic Speed-Density Models by Chaoru Lu, Jing Dong, Anuj Sharma, Tingting Huang, Skylar Knickerbocker

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Study on Prediction of Domestic Water Consumption Based on Residual Grey Markov Chain Model by LIU Xian, YUAN Dan, ZHANG Xiaoli, MU Duo

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Simple prediction model for unfavorable outcome in ischemic stroke after intravenous thrombolytic therapy by Daniel Amitrano, Ivan Rocha Ferreira da Silva, Bernardo B. Liberato, Valéria Batistella, Janaina Oliveira, Osvaldo J. M. Nascimento

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Mechanical prediction method of strata movement and surface subsidence in backfill-strip mining by Xiaojun Zhu, Feng Zha, Guangli Guo, Qingliang Chang, Hui Liu, Xiaoyu Yang

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Multi-task aquatic toxicity prediction model based on multi-level features fusion by Xin Yang, Jianqiang Sun, Bingyu Jin, Yuer Lu, Jinyan Cheng, Jiaju Jiang, Qi Zhao, Jianwei Shuai

“…Objectives: This article presents ATFPGT-multi, an advanced multi-task deep neural network prediction model for organic toxicity. Methods: The model integrates molecular fingerprints and molecule graphs to characterize molecules, enabling the simultaneous prediction of acute toxicity for the same organic compound across four distinct fish species. …”
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