Search Results - "eXtreme Gradient Boosting" :: K.UTB vyhledávací portál

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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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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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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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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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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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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Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting

by Bakasa, Wilson, Viriri, Serestina
Published in Frontiers in artificial intelligence (09.10.2023)

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Customer Churn Prediction Using the RFM Approach and Extreme Gradient Boosting for Company Strategy Recommendation

by Irawan, Mohammad Isa, Putris, Nadhifa Afrinia Dwi, Muhammad, Noryanti binti
Published in Register: Jurnal Ilmiah Teknologi Sistem Informasi (22.12.2024)

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Extreme Gradient Boosting for Surface Electromyography Classification on Time-Domain Features

by Zhao, Juan, She, Jinhua, Wang, Dianhong, Wang, Feng
Published in Journal of advanced computational intelligence and intelligent informatics (01.09.2022)

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Kinetics prediction of normal knee and undergone total knee arthroplasty during squatting based on extreme gradient boosting

by Chaiyasit, Kasiwat, Phombut, Chotchuang, Wiangkham, Attasit, Rooppakhun, Supakit
Published in Results in engineering (01.09.2024)

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Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction

by Zięba, Maciej, Tomczak, Sebastian K., Tomczak, Jakub M.
Published in Expert systems with applications (01.10.2016)

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Development of a machine learning-based risk prediction model for cerebral infarction and comparison with nomogram model

by Li, Xuewen, Wang, Yiting, Xu, Jiancheng
Published in Journal of affective disorders (01.10.2022)

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Machine learning–XGBoost analysis of language networks to classify patients with epilepsy

by Torlay, L., Perrone-Bertolotti, M., Thomas, E., Baciu, M.
Published in Brain informatics (01.09.2017)

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A Complete Scheme for Multi-Character Classification Using EEG Signals From Speech Imagery

by Pan, Hongguang, Wang, Yiran, Li, Zhuoyi, Chu, Xin, Teng, Bingyang, Gao, Hongzheng
Published in IEEE transactions on biomedical engineering (01.08.2024)

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Machine learning with ensemble stacking model for automated sleep staging using dual-channel EEG signal

by Satapathy, Santosh Kumar, Bhoi, Akash Kumar, Loganathan, D., Khandelwal, Bidita, Barsocchi, Paolo
Published in Biomedical signal processing and control (01.08.2021)

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Machine learning strategy for identifying altered gut microbiomes for diagnostic screening in myasthenia gravis

by Chang, Che-Cheng, Liu, Tzu-Chi, Lu, Chi-Jie, Chiu, Hou-Chang, Lin, Wei-Ning
Published in Frontiers in microbiology (27.09.2023)

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A rule extraction approach from support vector machines for diagnosing hypertension among diabetics

by Singh, Namrata, Singh, Pradeep, Bhagat, Deepika
Published in Expert systems with applications (15.09.2019)

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Machine learning-based muscle mass estimation using gait parameters in community-dwelling older adults: A cross-sectional study

by Fujita, Kosuke, Hiyama, Takahiro, Wada, Kengo, Aihara, Takahiro, Matsumura, Yoshihiro, Hamatsuka, Taichi, Yoshinaka, Yasuko, Kimura, Misaka, Kuzuya, Masafumi
Published in Archives of Gerontology and Geriatrics (01.11.2022)

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