Search Results - Whale-Pearson optimization algorithm

Unveiling the IoT's dark corners: anomaly detection enhanced by ensemble modelling by 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 by 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 by 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 by 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 by 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 by 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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Integrated Strategy to Mitigate Motion-Induced Artifacts During Seizures in Electrical Impedance Tomography by 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 by 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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基于WOA-LSTM的工作面瓦斯涌出量预测研究 by 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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Short-Term Wind Power Prediction Based on WVMD and Spatio-Temporal Dual-Stream Network by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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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