Search Results - prediction-based algorithm

Lithium Battery Health Factor Extraction Based on Improved Douglas–Peucker Algorithm and SOH Prediction Based on XGboost by Zhang, Mei, Chen, Wanli, Yin, Jun, Feng, Tao

“…), an Improved Douglas–Peucker feature extraction algorithm is proposed, and the LAOS-XGboost model is proposed to be used to predict the SOH of the battery…”
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Classification and prediction‐based machine learning algorithms to predict students’ low and high programming performance by Durak, Aykut, Bulut, Vahide

“…–24 who receive programming education, by descriptive analysis, to determine the current situation according to various variables and to redict them with machine learning algorithms…”
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Water quality prediction based on Naïve Bayes algorithm by Ilić, M., Srdjević, Z., Srdjević, B.

“…In the fast-changing world with increased water demand, water pollution, environmental problems, and related data, information on water quality and suitability…”
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Who will sign a double tax treaty next? A prediction based on economic determinants and machine learning algorithms by Erokhin, Dmitry, Zagler, Martin

“… Using data from a wide range of countries, we apply a series of classification algorithms and identify 59 country pairs likely to have tax treaties given their economic conditions…”
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XGB Model : Research on Evaporation Duct Height Prediction Based on XGBoost Algorithm by Zhao, W. P., Li, J., Zhao, J., Zhao, D., Lu, J., Wang, X.

“…) algorithm to the field of evaporation duct for the first time. And we proposed the new EDH prediction model using XGBoost algorithm(XGB model…”
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Energy-Efficient Enhancement for the Prediction-Based Scheduling Algorithm for the Improvement of Network Lifetime in WSNs by Mohiddin, Md. Khaja, Kohli, Rashi, Dutt, V. B. S. Srilatha Indira, Dixit, Priyanka, Michal, Gregus

“… In our work, an upgraded long short-term memory is executed by the base station to frequently predict the forecast positions of the node with the help of load-adaptive beaconing scheduling algorithm…”
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Macroeconomic Image Analysis and GDP Prediction Based on the Genetic Algorithm Radial Basis Function Neural Network (RBFNN-GA) by Zhu, Mingxun, Meng, Zhigang

“…) is applied to the parameter design of the radial basis function neural network (RBFNN) based on genetic algorithm optimization (RBFNN-GA…”
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Cost-Sensitive KNN Algorithm for Cancer Prediction Based on Entropy Analysis by Song, Chaohong, Li, Xinran

“…Early diagnosis of cancer is beneficial in the formulation of the best treatment plan; it can improve the survival rate and the quality of patient life…”
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Segmentation by Fractional Order Darwinian Particle Swarm Optimization Based Multilevel Thresholding and Improved Lossless Prediction Based Compression Algorithm for Medical Images by Ahilan, A., Chandra Babu, Gokulnath, Senthil Murugan, N., Parthasarathy, Manogaran, Gunasekaran, Raja, C., Kadry, Seifedine, Kumar, S. N., Agees Kumar, C., Jarin, T., Krishnamoorthy, Sujatha, Malarvizhi Kumar, Priyan

“… This work proposes multilevel thresholding based on optimization technique for the extraction of region of interest and compression of DICOM images by an improved prediction lossless algorithm…”
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Short‐term traffic flow prediction based on whale optimization algorithm optimized BiLSTM_Attention by Xu, Xing, Liu, Chengxing, Zhao, Yun, Lv, Xiaoshu

“… Therefore, this article proposes a traffic flow prediction model based on the whale optimization algorithm (WOA…”
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Transformer–BiLSTM Fusion Neural Network for Short-Term PV Output Prediction Based on NRBO Algorithm and VMD by Fan, Xiaowei, Wang, Ruimiao, Yang, Yi, Wang, Jingang

“…–Raphson optimization algorithm (NRBO) and Variational Modal Decomposition (VMD). Firstly, the principle of the VMD technique and the Gray Wolf Optimization (GWO…”
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Vegetation indices’ spatial prediction based novel algorithm for determining tsunami risk areas and risk values by Hartomo, Kristoko Dwi, Nataliani, Yessica, Hasibuan, Zainal Arifin

“…This paper aims to propose a new algorithm to detect tsunami risk areas based on spatial modeling of vegetation indices and a prediction model to calculate the tsunami risk value…”
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An Algorithm Framework for Drug-Induced Liver Injury Prediction Based on Genetic Algorithm and Ensemble Learning by Yan, Bowei, Ye, Xiaona, Wang, Jing, Han, Junshan, Wu, Lianlian, He, Song, Liu, Kunhong, Bo, Xiaochen

“… It directly leads to the high wear attrition of the drug. At present, there are a variety of computer algorithms based on molecular representations to predict DILI…”
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Marine Drifting Trajectory Prediction Based on LSTM-DNN Algorithm by Li, Xianbin, Wang, Kai, Tang, Min, Qin, Jiangyi, Wu, Peng, Yang, Tingting, Zhang, Haichao

“… Based on the Internet of Things technology and the LSTM-DNN algorithm, the marine drifting trajectory model is established…”
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Gene Expression Value Prediction Based on XGBoost Algorithm by Li, Wei, Yin, Yanbin, Quan, Xiongwen, Zhang, Han

“… Hence, we designed an algorithm for predicting gene expression values based on XGBoost, which integrates multiple tree models and has stronger interpretability…”
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ELoran signal message prediction algorithm based on Alexnet‐ECA by Zhang, Kai, Yang, Fan, Wang, Weidong, Ye, Xiaotao

“… The authors propose an eLoran signal message prediction algorithm based on deep learning. Using time‐frequency (TF) analysis convert one…”
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Blasting Mean Fragment Size Prediction Based on XGBoost and Metaheuristic Optimization Algorithms: Blasting Mean Fragment Size Prediction Based on XGBoost by Meng, Haitao, Tao, Ming, Huang, Rendong, Zhao, Yan, Xu, Yuanquan

“… This study fine-tuned the XGBoost model using five metaheuristic optimization algorithms: ant colony optimization (ACO…”
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Prediction-based PSO algorithm for MIMO radar antenna deployment in dynamic environment by Wang, Ziqin, Zhang, Tianxian, Kong, Lingjiang, Cui, Guolong

“…Under the circumstance of simultaneously scanning multiple regions in an environment which can change as time goes by, the authors study an optimal algorithm to solve antenna deployment problem…”
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Novel Cage‐Like NiWO4/NH2‐UIO‐66 Adsorbents: Synthesis, Design, and Performance Prediction Based on Sparrow Search Algorithm by Deng, Likai, Wang, Shifa, Zhang, Yuanyuan, Yu, Xinmiao, Ding, Jinjin, Hu, Lei, Gao, Huajing, Yang, Hua, Fang, Leiming, V, Jagadeesha Angadi, Shaikh, Shoyebmohamad F., Ubaidullah, Mohd

“…ABSTRACT The cage‐like NiWO4/NH2‐UIO‐66 (NNU) adsorbent was prepared by a polyacrylamide gel method combined with a hydrothermal method and was used to adsorb…”
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A grey prediction-based evolutionary algorithm for dynamic multiobjective optimization by Wang, Chunfeng, Yen, Gary G., Jiang, Min

“… A good evolutionary algorithm should be able to quickly track the moving Pareto optimal front (POF…”
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