Search Results - "machine learning regression algorithm"

Forest aboveground biomass estimation using machine learning regression algorithm in Yok Don National Park, Vietnam by Dang, An Thi Ngoc, Nandy, Subrata, Srinet, Ritika, Luong, Nguyen Viet, Ghosh, Surajit, Senthil Kumar, A.

“…), a machine learning regression algorithm, to estimate forest aboveground biomass (AGB) in Yok Don National Park, Vietnam…”
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Predicting the Energetic Proton Flux with a Machine Learning Regression Algorithm by Stumpo, Mirko, Laurenza, Monica, Benella, Simone, Marcucci, Maria Federica

“…The need for real-time monitoring and alerting systems for space weather hazards has grown significantly in the last two decades. One of the most important…”
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Predicting the Energy Spectra of Solar Energetic Particles with a Machine Learning Regression Algorithm by Liu, Jiajun, Huang, Zhendi, Guo, Jingnan, Wang, Yubao, Liu, Jiajia

“…Solar energetic particles (SEPs) are a major source of space radiation, especially within the inner heliosphere. These particles, originating from solar flares…”
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Adaptive terminal synergetic-backstepping technique based machine learning regression algorithm for MPPT control of PV systems under real climatic conditions by Nguimfack-Ndongmo, Jean de Dieu, Harrison, Ambe, Alombah, Njimboh Henry, Kuate-Fochie, René, Ajesam Asoh, Derek, Kenné, Godpromesse

“…This paper deals with a comparative evaluation of nonlinear controllers based on the linear regression technique, which is a machine learning algorithm for…”
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Selecting, optimizing and externally validating a preexisting machine-learning regression algorithm for estimating waist circumference by Phillips-Farfán, Bryan V.

“…Obesity, typically defined by the body mass index (BMI), has well known negative health effects. However, the BMI has serious deficiencies in predicting the…”
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Research on tunnel engineering monitoring technology based on BPNN neural network and MARS machine learning regression algorithm by Fei, Jianbo, Wu, Zezhou, Sun, Xiaohui, Su, Dong, Bao, Xiaohua

“… In order to improve the monitoring effect of tunnel engineering, based on BPNN and MARS machine learning regression algorithm, this research constructs a tunnel engineering monitoring and prediction model…”
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Machine Learning Regression Algorithm Predicts Multi-component Crystal Configuration Energy by Wang, Peng, Mei, Jinshuo, Lang, Yingjie, Li, Shu

“…Some machine learning algorithm tools, such as neural networks and Gaussian process regression, are increasingly being applied to the exploration of materials…”
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Predicting specific wear rate of laser powder bed fusion AlSi10Mg parts at elevated temperatures using machine learning regression algorithm: Unveiling of microstructural morphology analysis by Jatti, Vijaykumar S., Murali Krishnan, R., Saiyathibrahim, A., Preethi, V., Priyadharshini G, Suganya, Kumar, Abhinav, Sharma, Shubham, Islam, Saiful, Kozak, Dražan, Lozanovic, Jasmina

“…/s. However, to accurately predict the wear rate at high temperatures, six different machine learning regression algorithms were used, namely Support Vector Machine (SVM…”
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The best performing color space and machine learning regression algorithm for the accurate estimation of chromium (VI) and iron (III) in aqueous samples using low-cost and portable flatbed scanner colorimetry by Ichsan, Chairul, Rodiah, Siti

“…The study utilizes the colorimetric method (involving 1,5-diphenylcarbazide and potassium thiocyanate as complexing agents), computer vision, and machine…”
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Deterministic modelling of implied volatility in cryptocurrency options with underlying multiple resolution momentum indicator and non-linear machine learning regression algorithm by Leung, F., Law, M., Djeng, S. K.

“…Modeling implied volatility (IV) is important for option pricing, hedging, and risk management. Previous studies of deterministic implied volatility functions…”
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Application of Supervised Machine Learning Regression Algorithm to Prediction of Dielectric Properties of PPy/Kufeki Stone Composites for Energy Implementations by EYECİOGLU, Önder, KARABUL, Yaşar, KILIÇ, Mehmet, GÜVEN ÖZDEMİR, Zeynep

“…The present study deals with the application of the supervised machine learning regression algorithms known as Linear Regression (LR…”
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Burned Calories Prediction using Supervised Machine Learning: Regression Algorithm by Nipas, Marte, Acoba, Aimee G., Mindoro, Jennalyn N., Malbog, Mon Arjay F., Susa, Julie Ann B., Gulmatico, Joshua S.

“…Regular physical activities are essential to staying healthy and fit. The estimation of calories burned by individuals is based on a formula and MET charts…”
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Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission by Candiani, Gabriele, Tagliabue, Giulia, Panigada, Cinzia, Verrelst, Jochem, Picchi, Valentina, Rivera Caicedo, Juan Pablo, Boschetti, Mirco

“…In the next few years, the new Copernicus Hyperspectral Imaging Mission (CHIME) is foreseen to be launched by the European Space Agency (ESA). This mission…”
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Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies by Jia, Mingming, Guo, Xianxian, Zhang, Lin, Wang, Mao, Wang, Wenqing, Lu, Chunyan, Zhao, Chuanpeng, Zhang, Rong, Wang, Ming, Yan, Hengqi, Wang, Zongming, Verrelst, Jochem

“…s. In recent years, hybrid models, which combine radiative transfer model simulations with machine learning regression algorithms (MLRA…”
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Hybrid machine learning for stock price prediction in the Moroccan banking sector by Itri, Bouzgarne, Mohamed, Youssfi, Omar, Bouattane, Latifa, El Madani, Lahcen, Moumoun, Adil, Oualid

“… This study uses machine learning regression algorithms and feature selection methods to optimize a simulated stock price prediction model using real historical data from Bank of Africa, a Moroccan bank…”
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Data-driven analysis of influence between radiologists for diagnosis of breast lesions by Fu, Chao, Wang, Dongyue, Chang, Wenjun

“…Breast lesions are the most common threat to the health of women. The accumulation of historical examination reports for diagnosing breast lesions in clinical…”
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Analysis of the Effect of Health Literacy on Alzheimer's Disease Cognition Based on Machine Learning Regression Algorithm by Li, Xue-Ying, Yang, Li-Jun, Xu, Li-Li, Liu, Jian-Ming

“… Methods In 2022, the residents of a community in Weifang City were sampled by stratified random sampling, and a prediction model of Alzheimer's disease cognitive level based on machine learning…”
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Data-driven prediction for the number of distribution network users experiencing typhoon power outages by Hou, Hui, Yu, Jufang, Geng, Hao, Zhu, Ling, Li, Min, Huang, Yong, Li, Xianqiang

“… In addition, the authors compared the application effect of five different machine learning regression algorithms, including linear regression, support vector regression, classification…”
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Visiting Time Prediction Using Machine Learning Regression Algorithm by Hapsari, Indri, Surjandari, Isti, Komarudin

“…Smart tourists cannot be separated with mobile technology. With the gadget, tourist can find information about the destination, or supporting information like…”
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Predicting the energetic proton flux with a machine learning regression algorithm by Stumpo, Mirko, Laurenza, Monica, Benella, Simone, Marcucci, Maria Federica

“… In this work we present a simple and efficient machine learning regression algorithm which is able to forecast the energetic proton flux up to 1 hour ahead by exploiting features derived…”
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