Výsledky vyhledávání - Whale-Pearson optimization algorithm

Unveiling the IoT's dark corners: anomaly detection enhanced by ensemble modelling Autor Jose, Jisha, Judith, J. E.

“… – Particle Swarm Optimizer, Whale-Pearson optimization algorithm, Harris-Hawks Optimizer, and Support Vector Machine with Particle Swarm optimization algorithm (SVM-PSO…”
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Swarm Intelligence Based Feature Selection for Intrusion and Detection System in Cloud Infrastructure Autor Ravindranath, Vaishali, Ramasamy, Sasikala, Somula, Ramasubbareddy, Sahoo, Kshira Sagar, Gandomi, Amir H.

“… In this regard, this paper proposes a method that utilizes the Whale Pearson hybrid feature selection wrapper for reducing the irrelevancy in the IDS…”
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Ship Traffic Flow Analysis and Prediction in High-Traffic Areas Under Complex Environments Autor Luo, Liulu, Wang, Mei, Qiu, Chen, Kan, Ruixiang, Shen, Xianhao, Feng, Lanjin

“…), while the parameters of VMD are simultaneously optimized via the whale optimization algorithm (WOA). Second, the Pearson…”
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A Novel Hybrid Algorithm for Feature Selection Based on Whale Optimization Algorithm Autor Zheng, Yuefeng, Li, Ying, Wang, Gang, Chen, Yupeng, Xu, Qian, Fan, Jiahao, Cui, Xueting

“… Feature selection plays an important role in data mining and pattern recognition. In this paper, we propose a hybrid feature subset selection algorithm called the maximum Pearson maximum distance improved whale optimization algorithm (MPMDIWOA…”
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PM2.5 prediction based on modified whale optimization algorithm and support vector regression Autor Liu, Zuhan, Huang, Xin, Wang, Xing

“…) with modified Whale Optimization Algorithm(WOA) hybrid model (namely mWOA-SVR model) that can predict the PM 2.5 concentration…”
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Quantum-Enhanced Attention Neural Networks for PM2.5 Concentration Prediction Autor Huang, Tichen, Jiang, Yuyan, Gan, Rumeijiang, Wang, Fuyu

“… (QMEWOA-QCAM-BiTCN-BiLSTM) based on an “optimization first, prediction later” approach. Feature selection using Pearson correlation and RFECV reduces model complexity, while the Whale Optimization Algorithm (WOA…”
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基于WOA-LSTM的工作面瓦斯涌出量预测研究 Autor 张玉财, 王毅, 郭凯岩

“…TD712.5; 为了提高瓦斯涌出量预测的科学性和准确性,提出一种基于鲸鱼优化算法(WOA)和长短期记忆网络(LSTM)的瓦斯涌出量多步预测模型.该模型首先采用皮尔逊(Pearson)相关系数法进行瓦斯涌出量影响因素的特征分析,筛选了 9 个主要影响瓦斯涌出量变化的特征作为模型的外部输入特征;其次采用鲸鱼优化算法对…”
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Integrated Strategy to Mitigate Motion-Induced Artifacts During Seizures in Electrical Impedance Tomography Autor Xu, Jiaming, Yang, Jingrong, Wu, Xinyu, Dong, Xiuzhen, Shi, Xuetao, Yang, Fang, Wang, Lei

“…) of original boundary voltage to identify the disconnected electrodes, a whale optimization algorithm (WOA…”
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Short-term Prediction of Wind and Photovoltaic Power Based on the Fusion of Attention Mechanism and Improved Whale Optimization Algorithm Autor Zou, Jin, Ye, Jiaqing, Xue, Zhiliang, Zhang, Li, Wu, Feiyun

“… the attention mechanism and the improved whale optimization algorithm is proposed. Firstly, Pearson correlation analysis is employed to measure the association between each…”
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Short-Term Wind Power Prediction Based on WVMD and Spatio-Temporal Dual-Stream Network Autor Zhao, Yingnan, Ruan, Yuyuan, Peng, Zhen

“… (Whale Optimization Algorithm, Variational Mode Decomposition, Dual Stream Network) model. The model first applies Pearson correlation coefficient…”
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Stacking ensemble learning fused with whale optimisation algorithm based method for crown prediction of hot-rolled strip Autor Meng, Ling Ming, Ding, Jing Guo, Du, Haozhan, Dong, Zi Shuo, Gao, Peng, Zhang, Dian Hua

“…) and linear regression, whose hyperparameters are optimised by whale optimisation algorithm (WOA…”
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WOA-VMD-SCINet: Hybrid model for accurate prediction of ultra-short-term Photovoltaic generation power considering seasonal variations Autor Zhao, Yonghui, Peng, Xunhui, Tu, Teng, Li, Zhen, Yan, Peiyu, Li, Chao

“… This paper proposes an ultra-short-term photovoltaic power prediction method based on a hybrid model of whale optimization algorithm, variational mode decomposition and sample convolutional interactive neural network…”
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Flexural Capacity Prediction of Reinforced UHPC Beams Using an Interpretable Machine Learning Model Autor Qin, Shiqiang, Li, Jun, Song, Renxian, Li, Ning

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PM 2.5 prediction based on modified whale optimization algorithm and support vector regression Autor Liu, Zuhan, Huang, Xin, Wang, Xing

“…) with modified Whale Optimization Algorithm(WOA) hybrid model (namely mWOA-SVR model) that can predict the PM concentration…”
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Active Fault Diagnosis Method Based on Deep Forest and Its Industrial Application Autor Li, Dong, He, Kaixun, Tao, Lili, Liu, Hanlong

“… Additionally, the whale optimization algorithm (WOA) is utilised to search the optimal sinusoidal auxiliary signal parameter, thereby highlighting specific fault manifestations and improving the model's diagnostic capability…”
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State-of-Health Estimation for Lithium-ion Batteries Based on An Improved Gated Dual Attention Unit Neural Networks Autor Shi, Zhenglu, Xu, Jiazhu, Zeng, Linjun, He, Yang

“… Then, the whale optimization algorithm method is employed to optimize the hyperparameters of the gated dual attention unit model…”
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Photovoltaic Power Generation Prediction Based on IWOA-TCN-Self-Attention-LSTM Neural Network Autor Wang, Junming, Hu, Zhiheng, Hu, Zhenzhen

“… This paper presents a fusion model (IWOA- TCN-Self-Attention-LSTM) based on improved whale optimization algorithm, self-attention mechanism, time convolution neural network and long short-term memory neural network…”
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Wind Speed Prediction Method Based on Combined Deep Learning Model Autor Zeng, Chuxi, Xia, Zhipnig, Zhou, Yihuan, Li, Xi

“…) through the whale optimization algorithm (WOA). Then decomposes the initial wind speed data into intrinsic mode functions (IMFs…”
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Estimation of Soil Organic Carbon Content in Gannan Grassland Based on SSA Optimized CatBoost Autor Ma, Zi-Ming, Zhang, Mei-Ling, Liu, Xing-Yu

“…, meteorological factors, elevation, and vegetation index, and 24 significant feature factors were screened out using Pearson correlation analysis…”
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