Feature Selection Using Pearson Correlation for Ultra-Wideband Ranging Classification by Gita Indah Hapsari, Rendy Munadi, Bayu Erfianto, Indrarini Dyah Irawati

“…A systematic feature selection approach based on Pearson correlation is employed to identify the most relevant features from an open-source dataset, ensuring efficient classification while minimizing computational complexity. …”
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Heap Bucketization Anonymity—An Efficient Privacy-Preserving Data Publishing Model for Multiple Sensitive Attributes by J. Jayapradha, M. Prakash, Youseef Alotaibi, Osamah Ibrahim Khalaf, Saleh Ahmed Alghamdi

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Correlation between the heating value and the chemical characteristics of Eucalyptus biomass by Eraldo Antonio Bonfatti Júnior, Rudson Silva Oliveira, Elaine Cristina Lengowski, Alan Sulato de Andrade, Dimas Agostinho da Silva

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Intrusion Detection Using Hybrid Pearson Correlation and GS-PSO Optimized Random Forest Technique for RPL-Based IoT by Wei Yang, Xinlong Wang, Zhiming Zhang, Shaolong Chen, Chengqi Hou, Siwei Luo

“…Second, we propose an efficient routing detection method that accelerates model training speed by using Hybrid Pearson Correlation and GS-PSO(Grid Search-Particle Swarm Optimization) Optimized Random Forest Technique. …”
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Topology Identification Method of Low-voltage Distribution Network Based on GIS and Voltage Waveform Correlation Analysis by HUANGXubo, HUANGLei, AIDan, YANGQiu, YAOLinpeng

“… Aiming at the problems of high cost and low efficiency of manual calibration of low-voltage distribution network topology , a topology identification method of low-voltage distribution network based on GIS and voltage waveform correlation analysis is proposed. …”
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Examining the Success of Information Gain, Pearson Correlation, and Symmetric Uncertainty Ranking Methods on 3D Hand Posture Data for Metaverse Systems by Şule Yücelbaş, Cüneyt Yücelbaş

“…In this study, the success of Information Gain, Pearson’s Correlation, and Symmetric Uncertainty ranking methods on 3D hand posture data for metaverse systems were investigated. …”
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Digital protection scheme based on Durbin Watson and Pearson similarity indices for current signals practically applied to power transformers by R. A. Mahmoud

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Natural polymer composites for sustainable dust suppression: a soil mineralogy-guided chemical design by Dianqiu Yang, Wenhao Wang, Chenyu Zhu

“…Analyses using Grey correlation and Pearson correlation were performed to explore the impact of soil composition. …”
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Application of Doehlert design combined with chemometrics tools: Example of the optimization of the elution of neurotransmitters and metabolites by HPLC by Camille Rosier, Bruno P. Guiard, Guillaume Gotti

“…This study uses Doehlert experimental design combined with chemometric tools to optimize the elution and separation of neurotransmitters and their metabolites using HPLC-ECD. Pearson correlation and Partial Least Squares Discriminant Analysis (PLS-DA) reveal significant relationships between chromatographic parameters and experimental conditions. …”
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NEW ORGANIZATION PROCESS OF FEATURE SELECTION BY FILTER WITH CORRELATION-BASED FEATURES SELECTION METHOD by Olga Solovei

“…In this paper the focus is put on a Filter technique when it uses Correlation-based Feature Selection (further CFS) with symmetrical uncertainty method (further CFS-SU) or CFS with Pearson Correlation (further CFS-PearCorr). …”
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Degradation of Low-Molecular-Weight Diesel Fractions (C₁₀−C₁₆ Alkane) Drives Cd Stabilization and Pb Activation in Calcareous Soils from Karst Areas by Yiting Huang, Yankui Tang, Zhenze Xie, Jipeng Wu, Jiajie Huang, Shaojiang Nie

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THE CORRELATION BETWEEN INTERNATIONAL TOURIST ARRIVALS AND TOURISM RECEIPTS - A KEY FACTOR OF TOURISM EFFICIENCY by Agatha POPESCU

“…The relationship between these two indicators was studied in its dynamics and also as a ratio reflecting tourism efficiency in term of receipt per tourist. The Bravais-Pearson and Spearman correlation coefficients confirmed the existence of a strong link between these indicators: r= 0.925 at the world level, r = 0.967 in the EU, r = 0.877 in Romania and r = 0.896 in the CEECs. …”
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Study on the factors affecting flight training for trainee pilots by ZHAO Yunxiang, LIANG Zejian, HUANG Hong, LIANG Aimin, XU Haiwen

“…In the field of aviation，the flight skills of trainee pilots are directly related to aviation safety and operational efficiency. Based on the training data of flight trainees from a branch of Civil Aviation Flight University of China，the Pearson correlation coefficient is introduced to evaluate the strength of the relationship between features and target variable. …”
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Optimization of ATIG Weld Based on a Swarm Intelligence Approach: Application to the Design of Welding in Selected Manufacturing Processes by Kamel Touileb, Sahbi Boubaker

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Spatiotemporal Evolution and Spatial Correlation Network Characteristics of Urban Land Green Use Efficiency in China: A Network Centrality Analysis Perspective by Mengba Liu, Ping Hu, Anlu Zhang

“…The coordinated improvement of urban land green use efficiency (ULGUE) requires an in-depth exploration of its spatial correlation network characteristics and impacts. …”
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Chemo-mechanical characterization and data-driven correlation analysis of rejuvenated bitumen via artificial neural network by Shisong Ren, Mahmoud Khadijeh, Eli I. Assaf, Xueyan Liu, Sandra Erkens

“…To elucidate chemo-rheological correlations, statistical techniques (Pearson correlation, analysis of variance (ANOVA), and Chi-square tests) are combined with artificial neural networks (ANN). …”
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Monitoring vegetation dynamics in Qinling–Daba mountains during 2001–2023 using an improved two-leaf model and remote-sensing datasets by Enjun Gong, Jing Zhang, Jun Wang

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Physics-based parameters selection and machine learning driven prediction of pool boiling bubble departure diameter by Uzair Sajjad, Yu-Hao Chu, Haseeb Yaqoob, Akash Sengupta, Hafiz Muhammad Ali, Khalid Hamid, Wei-Mon Yan

“…To predict the bubble departure diameter in pool boiling heat transfer, this study proposes a deep-learning neural network based on physical input parameters from the existing bubble departure diameter predicting correlations and Pearson correlation for a variety of working fluids, engineered surfaces, and materials subjected to different pool boiling testing conditions. …”
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Tourist attitudes towards SDGS and sustainable development: Evidence from Armenia by Svitlana Bilan, Gayane Tovmasyan, Svetlana Dallakyan, Anushavan Zhamkochyan, Aram Hovhannisyan

“…Statistical analysis, specifically the Pearson Chi-Square test, revealed a strong correlation between knowledge of sustainable development and awareness of sustainable tourism, and tourists’ willingness to modify their travel habits and invest in eco-friendly options. …”
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Explainable correlation-based anomaly detection for Industrial Control Systems by Ermiyas Birihanu, Imre Lendák

“…The optimal window size of the data is determined using Long Short-Term Memory Networks—Autoencoder (LSTM-AE) and the correlation parameter set is extracted using the Pearson correlation. …”
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