Search Results - "gradient boosting" :: K.UTB vyhledávací portál

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Gradient boosting for Parkinson’s disease diagnosis from voice recordings

by Karabayir, Ibrahim, Goldman, Samuel M., Pappu, Suguna, Akbilgic, Oguz
Published in BMC medical informatics and decision making (15.09.2020)

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Mixed effect gradient boosting for high-dimensional longitudinal data

by Olaniran, Oyebayo Ridwan, Olaniran, Saidat Fehintola, Allohibi, Jeza, Alharbi, Abdulmajeed Atiah, Alharbi, Nada MohammedSaeed
Published in Scientific reports (22.08.2025)

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Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19

by Dash, Tusar Kanti, Chakraborty, Chinmay, Mahapatra, Satyajit, Panda, Ganapati
Published in IEEE journal of biomedical and health informatics (01.11.2022)

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Detecting Human Actions in Drone Images Using YoloV5 and Stochastic Gradient Boosting

by Ahmad, Tasweer, Cavazza, Marc, Matsuo, Yutaka, Prendinger, Helmut
Published in Sensors (16.09.2022)

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Automated detection of driver fatigue based on EEG signals using gradient boosting decision tree model

by Hu, Jianfeng, Min, Jianliang
Published in Cognitive neurodynamics (01.08.2018)

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Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural Network

by Nguyen, Hieu, Hoang, Nhat-Duc
Published in Automation in construction (01.08.2022)

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Heel pad’s hyperelastic properties and gait parameters reciprocal modelling by a Gaussian Mixture Model and Extreme Gradient Boosting framework

by Quagliato, Luca, Kim, Sewon, Hassan, Olamide Robiat, Lee, Taeyong
Published in Biomedical signal processing and control (01.09.2025)

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Survival Analysis in Cognitively Normal Subjects and in Patients with Mild Cognitive Impairment Using a Proportional Hazards Model with Extreme Gradient Boosting Regression

by Khajehpiri, Boshra, Moghaddam, Hamid Abrishami, Forouzanfar, Mohamad, Lashgari, Reza, Ramos-Cejudo, Jaime, Osorio, Ricardo S, Ardekani, Babak A
Published in Journal of Alzheimer's disease (01.01.2022)

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Estimation of elimination half-lives of organic chemicals in humans using gradient boosting machine

by Lu, Jing, Lu, Dong, Zhang, Xiaochen, Bi, Yi, Cheng, Keguang, Zheng, Mingyue, Luo, Xiaomin
Published in Biochimica et biophysica acta (01.11.2016)

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Automated Recognition of Epileptic EEG States Using a Combination of Symlet Wavelet Processing, Gradient Boosting Machine, and Grid Search Optimizer

by Wang, Xiashuang, Gong, Guanghong, Li, Ni
Published in Sensors (Basel, Switzerland) (09.01.2019)

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Frontal EEG-Based Multi-Level Attention States Recognition Using Dynamical Complexity and Extreme Gradient Boosting

by Wan, Wang, Cui, Xingran, Gao, Zhilin, Gu, Zhongze
Published in Frontiers in human neuroscience (01.06.2021)

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Bayesian optimization based extreme gradient boosting and GPR time-frequency features for the recognition of moisture damage in asphalt pavement

by Li, Hongwei, Zhang, Jun, Yang, Xiaokun, Ye, Min, Jiang, Wentao, Gong, Jing, Tian, Yaogang, Zhao, Liang, Wang, Weitian, Xu, Zhi
Published in Construction & building materials (05.07.2024)

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Uncertainty Quantification for Machine Learning‐Based Ionosphere and Space Weather Forecasting: Ensemble, Bayesian Neural Network, and Quantile Gradient Boosting

by Natras, Randa, Soja, Benedikt, Schmidt, Michael
Published in Space weather (01.10.2023)

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Data-Driven Flood Alert System (FAS) Using Extreme Gradient Boosting (XGBoost) to Forecast Flood Stages

by Sanders, Will, Li, Dongfeng, Li, Wenzhao, Fang, Zheng N.
Published in Water (Basel) (01.03.2022)

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An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery

by Shafiei, Somayeh B., Shadpour, Saeed, Mohler, James L.
Published in Human factors (01.05.2025)

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Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP)

by Kim, Hyunsoo, Lee, Gaang, Ahn, Hyeunguk, Choi, Byungjoo
Published in Building and environment (01.12.2024)

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Robust filling of extra-long gaps in eddy covariance CO2 flux measurements from a temperate deciduous forest using eXtreme Gradient Boosting

by Liu, Yujie, Lucas, Benjamin, Bergl, Darby D., Richardson, Andrew D.
Published in Agricultural and forest meteorology (01.04.2025)

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A gradient boosting decision tree based estimation method for the mixture cure model

by Zheng, Jianing, Li, Peizhi, Peng, Yingwei
Published in Journal of applied statistics (24.06.2025)

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Instantaneous Metabolic Energetics: Data-Driven Modeling Using Function-Based Surrogates and Gradient Boosting

by Buglino, Christopher, Peng, William Z., Ashlyn, Stacy, Song, Hyunjong, Hillstrom, Howard J., Kim, Joo H.
Published in IEEE access (2025)

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Analyzing Urban Parks for Older Adults’ Accessibility in Summer Using Gradient Boosting Decision Trees: A Case Study from Tianjin, China

by Zhao, Haobo, Feng, Gang, Zhao, Wei, Wang, Yaxin, Chen, Fei
Published in Land (Basel) (01.01.2025)

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