Search Results - xgboost（extreme gradient boosting） algorithm

Aircraft flight quality evaluation based on grey correlation analysis and XGBoost by SUN Baosong, SHI Zhiguo, PAN Xinlong, YAN Tinglong, WANG Feifan

“…）with the XGBoost algorithm. GCA is utilized to identify flight parameters closely related to flight quality, while the XGBoost algorithm is employed to construct a flight quality assessment model…”
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Intrusion Detection using hybridized Meta-heuristic techniques with Weighted XGBoost Classifier by Mohiuddin, Ghulam, Lin, Zhijun, Zheng, Jiangbin, Wu, Junsheng, Li, Weigang, Fang, Yifan, Wang, Sifei, Chen, Jiajun, Zeng, Xinyu

“…Due to the widespread global internet services, service providers and users face a primary problem defending their systems, specifically from a new category of…”
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The role of booster vaccination in decreasing COVID-19 age-adjusted case fatality rate: Evidence from 32 countries by Zhou, Cui, Wheelock, Åsa M., Zhang, Chutian, Ma, Jian, Dong, Kaixing, Pan, Jingxiang, Li, Zhichao, Liang, Wannian, Gao, Jing, Xu, Lei

“…) using Extreme Gradient Boosting (XGBoost) algorithm and SHapley Additive exPlanations (SHAP…”
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SVM-Boosting based on Markov resampling: Theory and algorithm by Jiang, Hongwei, Zou, Bin, Xu, Chen, Xu, Jie, Tang, Yuan Yan

“…In this article we introduce the idea of Markov resampling for Boosting methods. We first prove that Boosting algorithm with general convex loss function based on uniformly ergodic Markov chain (u.e.M.c…”
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XGBoost Machine Learning Algorithm for Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage by Wang, Ruoran, Zhang, Jing, Shan, Baoyin, He, Min, Xu, Jianguo

“… This study is conducted to develop prognostic model using XGBoost (extreme gradient boosting…”
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Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting by Weksler, Shahar, Rozenstein, Offer, Haish, Nadav, Moshelion, Menachem, Wallach, Rony, Ben-Dor, Eyal

“…Potassium is a macro element in plants that is typically supplied to crops in excess throughout the season to avoid a deficit leading to reduced crop yield…”
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A Powerful Predicting Model for Financial Statement Fraud Based on Optimized XGBoost Ensemble Learning Technique by Ali, Amal Al, Khedr, Ahmed M., El-Bannany, Magdi, Kanakkayil, Sakeena

“… We develop an FSF model using a powerful ensemble technique, the XGBoost (eXtreme Gradient Boosting…”
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Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review by Nwanosike, Ezekwesiri Michael, Conway, Barbara R, Merchant, Hamid A, Hasan, Syed Shahzad

“…•ML algorithms deployed for clinical use are much fewer than expected. The advent of clinically adapted machine learning algorithms can solve numerous problems ranging from disease diagnosis and prognosis to therapy recommendations…”
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A Tutorial and Use Case Example of the eXtreme Gradient Boosting (XGBoost) Artificial Intelligence Algorithm for Drug Development Applications by Wiens, Matthew, Verone‐Boyle, Alissa, Henscheid, Nick, Podichetty, Jagdeep T., Burton, Jackson

“… This tutorial focuses on the concepts and implementation of the popular eXtreme gradient boosting (XGBoost…”
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Protein structural domain-disease association prediction based on heterogeneous networks by Zhang, Jingpu, Deng, Lianping, Deng, Lei

“…Background Domains can be viewed as portable units of protein structure, folding, function, evolution, and design. Small proteins are often found to be…”
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Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model by Zhang, Junyi, Ma, Xianglong, Zhang, Jialan, Sun, Deliang, Zhou, Xinzhi, Mi, Changlin, Wen, Haijia

“… (SHapley Additive explanation)-XGBoost (eXtreme Gradient Boosting) algorithm, analyze the regional characteristics and spatial heterogeneity of landslide influencing…”
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Forestry climate adaptation with HarvesterSeasons service—a gradient boosting model to forecast soil water index SWI from a comprehensive set of predictors in Destination Earth by Strahlendorff, Mikko, Kröger, Anni, Prakasam, Golda, Kosmale, Miriam, Moisander, Mikko, Ovaskainen, Heikki, Poikela, Asko

“… (eXtreme Gradient Boosting) and LightGBM (Light Gradient Boosting Machine) implementations of gradient boosting algorithms…”
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Predicting (n,3n) nuclear reaction cross-sections using XGBoost and Leave-One-Out Cross-Validation by Ali Üncü, Yiğit, Danışman, Taner, Özdoğan, Hasan

“…) model based on the XGBoost (eXtreme Gradient Boosting) algorithm. By leveraging a comprehensive dataset of experimental cross-sectional values, the study…”
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An AI-driven Predictive Model for Pancreatic Cancer Patients Using Extreme Gradient Boosting by Chakraborty, Aditya, Tsokos, Chris P

“… of patients diagnosed with pancreatic cancer using the XGBoost (eXtreme Gradient Boosting) algorithm. The grid-search mechanism was implemented to compute the optimum…”
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Behavior-based User Anomaly Detection Scheme for 5G MEC by ZHANG Weicheng, WEI Hongquan, LIU Shuxin, WANG Gengrun

“… is proposed.The user behavior is modeled, One-Hot coding and Mutual Information(MI) are used for data pre-processing and feature selection, and the eXtreme Gradient Boosting(XGBoost…”
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Identification of Orphan Genes in Unbalanced Datasets Based on Ensemble Learning by Gao, Qijuan, Jin, Xiu, Xia, Enhua, Wu, Xiangwei, Gu, Lichuan, Yan, Hanwei, Xia, Yingchun, Li, Shaowen

“…, using Support Vector Machine, Random Forest (RF), AdaBoost (adaptive boosting), GBDT (gradient boosting decision tree), and XGBoost…”
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XGBoost algorithm for predicting heat transfer coefficient of saturated flow boiling in mini/micro-channels by Noh, Hyeonseok, Kim, Jihyeok, Lee, Seunghyun, Kim, Sung-Min, Mudawar, Issam

“…•The XGBoost algorithm was applied to predict saturated flow boiling heat transfer coefficients in mini/micro-channels…”
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Future global concurrent droughts and their effects on maize yield by Muthuvel, Dineshkumar, Sivakumar, Bellie, Mahesha, Amai

“…Droughts are one of the most devastating natural disasters. Droughts can co-exist in different forms (e.g. meteorological, hydrological, and agricultural) as…”
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Morphometric assessment and soil erosion susceptibility maping using ensemble extreme gradient boosting (XGBoost) algorithm: a study for Hunza-Nagar catchment, Northern Pakistan by Ahmad, Hilal, Yinghua, Zhang, Khan, Majid, Alam, Mehtab, Hameed, Sajid, Basnet, Prabhat Man Sing, Siddique, Aboubakar, Ullah, Zia

“…Soil erosion and groundwater resources are two fundamental global concerns intricately linked through various hydrological and morphometric processes…”
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From data to decision: Machine learning determination of aerobic and anaerobic thresholds in athletes by Tomaszewski, Michał, Lukanova-Jakubowska, Anna, Majorczyk, Edyta, Dzierżanowski, Łukasz

“…Lactate analysis plays an important role in sports science and training decisions for optimising performance, endurance, and overall success in sports. Two…”
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