Výsledky vyhľadávania - "regression tree algorithms"

A Short-Term Forecasting of Wind Power Outputs Based on Gradient Boosting Regression Tree Algorithms Autor Park, Soyoung, Jung, Solyoung, Lee, Jaegul, Hur, Jin

“…With growing interest in sustainability and net-zero emissions, there has been a global trend to integrate wind power into energy grids. However, challenges…”
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GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithms Autor Arabameri, Alireza, Pradhan, Biswajeet, Rezaei, Khalil, Sohrabi, Masoud, Kalantari, Zahra

“…In this study, a novel approach of the landslide numerical risk factor (LNRF) bivariate model was used in ensemble with linear multivariate regression (LMR)…”
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Mothers Matter: Using Regression Tree Algorithms to Predict Adolescents’ Sharing of Drunk References on Social Media Autor Kurten, Sebastian, Winant, David, Beullens, Kathleen

“… Based on a cross-sectional survey among 1639 adolescents with a mean age of 15 (59% female), this study compares and discusses multiple regression tree algorithms predicting the sharing of drunk references…”
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Stratifying Mortality Risk in Intensive Care: A Comprehensive Analysis Using Cluster Analysis and Classification and Regression Tree Algorithms Autor Romanelli, Antonio, Palmese, Salvatore, De Vita, Serena, Calicchio, Alessandro, Gammaldi, Renato

“…Background Machine learning (ML) can be promising for stratifying patients into homogeneous groups and assessing mortality based on score combination. Using…”
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Retracted: A Smart of Classification and Regression Tree Algorithms for Detection of Land Cover from Hyper Spectral Data Autor Chaudhary, Chetan, Shankar, Shiv Shankar, Menaka, C

“…This paper offers a new approach for land cover detection using classification and regression tree (CART) algorithms for hyperspectral information. The…”
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Retraction Notice: A Smart of Classification and Regression Tree Algorithms for Detection of Land Cover from Hyper Spectral Data Autor Chaudhary, Chetan, Shankar, Shiv Shankar, Menaka, C

“…This paper offers a new approach for land cover detection using classification and regression tree (CART) algorithms for hyperspectral information. The…”
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Establishment of the Model for Estimating the Organic Carbon Content of Forest Topsoil Based on Remote Sensing Data Autor Zheng, Shulin, Zhang, Jie, Song, Mingyue, Zhou, Pei, Guo, Xiaoyu, Yue, Haijun

“…Understanding the organic carbon content of forest soil will aid in studying the spatial distribution pattern of regional soil organic carbon (SOC) storage…”
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Regression tree algorithms for longitudinal and censored survival data Autor Wu, Zhuang

“…In the first part of this thesis, a method of generalized regression that blends tree-structured nonparametric regression and discriminant analysis for…”
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An Exact Least Trimmed Squares Algorithm for a Range of Coverage Values Autor Hofmann, Marc, Gatu, Cristian, Kontoghiorghes, Erricos John

“…A new algorithm to solve exact least trimmed squares (LTS) regression is presented. The adding row algorithm (ARA) extends existing methods that compute the…”
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Simulating California reservoir operation using the classification and regression‐tree algorithm combined with a shuffled cross‐validation scheme Autor Yang, Tiantian, Gao, Xiaogang, Sorooshian, Soroosh, Li, Xin

“…The controlled outflows from a reservoir or dam are highly dependent on the decisions made by the reservoir operators, instead of a natural hydrological…”
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A new classification and regression tree algorithm: Improved diagnostic sensitivity for HCC ≤ 3.0 cm using gadoxetate disodium-enhanced MRI Autor Pan, Junhan, Ye, Shengli, Song, Mengchen, Yang, Tian, Yang, Lili, Zhu, Yanyan, Zhao, Yanci, Chen, Feng

“…•Our algorithm demonstrated superior performances than existing classification and regression tree algorithms and LI-RADS LR-5 for diagnosing HCC ≤ 3.0…”
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A predictive model for determining the nitrite concentration in the effluent of an anammox reactor using ensemble regression tree algorithm Autor Huang, Yikun, Su, Run, Bu, Yinan, Ma, Bin

“… To investigate this, an ensemble regression tree algorithm was used to establish the predictive model proposed in the current work…”
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A classification and regression tree algorithm for heart disease modeling and prediction Autor Ozcan, Mert, Peker, Serhat

“…Heart disease remains the leading cause of death, such that nearly one-third of all deaths worldwide are estimated to be caused by heart-related conditions…”
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Prediction of Daily Water Consumption in Residential Areas Based on Meteorologic Conditions—Applying Gradient Boosting Regression Tree Algorithm Autor Li, Zhengxuan, Peng, Sen, Zheng, Guolei, Chu, Xianxian, Tian, Yimei

“…A more accurate way of water consumption forecasting can be used to help people develop a scheduling plan of water workers more targeting; therefore, this…”
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Comparing multi- and single-scale species distribution and abundance models built with the boosted regression tree algorithm Autor Hallman, Tyler A., Robinson, W. Douglas

“…Context Species are influenced by factors operating at multiple scales, but multi-scale species distribution and abundance models are rarely used. Though…”
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Integrating Classification and Regression Tree Algorithm for Operational Optimization in AC-DC Hybrid Power System Planning: A Novel Approach Autor Yang, Yuyao, Zhang, Boyuan, Zhang, Jun, Gong, Guoxian, Pan, Feng, Feng, Lei, Zheng, Yi, Wang, Peng

“…The increasing demand for electricity and the imperatives of climate change have made the optimization of power system planning critical for the energy…”
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Monte Carlo Simulation-Based Regression Tree Algorithm for Predicting Energy Consumption from Scarce Dataset Autor Darmanto, Tony, Tjen, Jimmy, Hoendarto, Genrawan

“… The main idea is to train Monte Carlo simulation on each leaf generated by the regression tree algorithm…”
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An Optimized Classification and Regression Tree Algorithm by Combining Feature Selection Methods Autor Yakout, Noha Khamis Elsayed, Madbouly, Magda, El Sherbiny, Mohamed

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Predication of entropy generation rate in a concentrating photovoltaic thermal system with twisted tube turbulator using Boosted regression tree algorithm Autor Wang, Guanwei, Paw, Johnny Koh Siaw, Pasupuleti, Jagadeesh, Yaw, Chong Tak, Yusaf, Talal, Abdalla, Ahmed N., Cai, Yanmin

“…Efficient energy conversion and utilization remain paramount in addressing the growing energy demand and environmental concerns. Concentrating photovoltaic…”
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The usefulness of a classification and regression tree algorithm for detecting perioperative transfusion-related pulmonary complications Autor Kim, Kyu Nam, Kim, Dong Won, Jeong, Mi Ae

“…BACKGROUND Transfusion‐related acute lung injury (TRALI) and transfusion‐associated circulatory overload (TACO) are leading causes of transfusion‐related…”
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