Search Results - "Gradient boosting algorithm"

Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm by Lee, Seunghye, Vo, Thuc P., Thai, Huu-Tai, Lee, Jaehong, Patel, Vipulkumar

“…•Categorical gradient Boosting (CatBoost) is presented to predict the strength of concrete-filled steel tubular columns.•A total of 3103 tests, which is…”
Get full text

Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data by Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju

“…Accurate diagnostic classification of cancers can greatly help physicians to choose surveillance and treatment strategies for patients. Following the explosive…”
Get full text

An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir by Tao, Hai, Habib, Maria, Aljarah, Ibrahim, Faris, Hossam, Afan, Haitham Abdulmohsin, Yaseen, Zaher Mundher

“…•An enhanced artificial intelligence model is developed to predict depth scouring.•Meta-heuristic algorithm is integrated to solve the hyper-parameter…”
Get full text

Coupled extreme gradient boosting algorithm with artificial intelligence models for predicting compressive strength of fiber reinforced polymer- confined concrete by Tao, Hai, Ali, Zainab Hasan, Mukhtar, Faisal, Al Zand, Ahmed W., Marhoon, Haydar Abdulameer, Goliatt, Leonardo, Yaseen, Zaher Mundher

“…Accurately predicting and identifying appropriate parameters are necessary for producing a safe and reliable strength model of concrete elements confined with…”
Get full text

Gradient boosting algorithm for current-voltage prediction of fuel cells by Park, Jihyeon, Lee, Jaeyoung

Get full text

Predicting heat transfer of oscillating heat pipes for machining processes based on extreme gradient boosting algorithm by Qian, Ning, Wang, Xuesong, Fu, Yucan, Zhao, Zhengcai, Xu, Jiuhua, Chen, Jiajia

“…[Display omitted] •The XGBoost heat transfer prediction model of OHPs was proposed.•The XGBoost model has the advantage of being built based on small-scale…”
Get full text

Evaluation and estimation of compressive strength of concrete masonry prism using gradient boosting algorithm by Ho, Lanh Si, Tran, Van Quan

“…The compressive strength (CS) of the hollow concrete masonry prism is known as an important parameter for designing masonry structures. In general, the CS is…”
Get full text

PDC-SGB: Prediction of effective drug combinations using a stochastic gradient boosting algorithm by Xu, Qian, Xiong, Yi, Dai, Hao, Kumari, Kotni Meena, Xu, Qin, Ou, Hong-Yu, Wei, Dong-Qing

“…, chemical and pharmacological information based on a stochastic gradient boosting algorithm…”
Get full text

Optimization of graphene-based biosensor design for haemoglobin detection using the gradient boosting algorithm for behaviour prediction by Wekalao, Jacob, Prasad Srinivasan, Guru, Patel, Shobhit K., Ahmed Al-zahrani, Fahad

“…•A biosensor based on a metasurfaces for detecting hemoglobin is presented.•The Gradient Boosting Algorithm predicts absorption metrics with an R2 score of 1.0…”
Get full text

Outcome prediction for acute kidney injury among hospitalized children via eXtreme Gradient Boosting algorithm by Deng, Ying-Hao, Luo, Xiao-Qin, Yan, Ping, Zhang, Ning-Ya, Liu, Yu, Duan, Shao-Bin

“…Acute kidney injury (AKI) is common among hospitalized children and is associated with a poor prognosis. The study sought to develop machine learning-based…”
Get full text

Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm by Zhao, Ziye, Yang, Wen, Zhai, Yixiao, Liang, Yingjian, Zhao, Yuming

“…The exploration of DNA-binding proteins (DBPs) is an important aspect of studying biological life activities. Research on life activities requires the support…”
Get full text

Gradient boosting algorithm for predicting student success by Jabir, Brahim, Merzouk, Soukaina, Hamzaoui, Radoine, Falih, Noureddine

“…The idea of using machine learning resolution techniques to predict student performance on an online learning platform such as Moodle has attracted…”
Get full text

CENTRE: a gradient boosting algorithm for Cell-type-specific ENhancer-Target pREdiction by Rapakoulia, Trisevgeni, Lopez Ruiz De Vargas, Sara, Omgba, Persia Akbari, Laupert, Verena, Ulitsky, Igor, Vingron, Martin

“…Abstract Motivation Identifying target promoters of active enhancers is a crucial step for realizing gene regulation and deciphering phenotypes and diseases…”
Get full text

Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm by Godinho, Sérgio, Guiomar, Nuno, Gil, Artur

“… The stochastic gradient boosting algorithm was used to predict…”
Get full text

Molecular-Level Understanding of Membrane Disruption Behaviors of Antimicrobial Peptides by Gradient Boosting Algorithm-Assisted Raman Spectroscopy by Li, Chao, Zhou, Qing-Qing, Yu, Tong, Zhang, Xuehua, Kang, Ziyuan, Zhou, Meng, Wang, Yuechuan, Zou, Xinyao, Wang, Zihan, Guo, Junhui, Li, Qichang, Lu, Guangming, Xie, Hao, Guo, Jingxing

“… Herein, we develop a new analytical methodology named gradient boosting algorithm-assisted Raman spectroscopy (GB-Raman…”
Get more information

Forecasting call center arrivals using temporal memory networks and gradient boosting algorithm by Chacón, Henry, Koppisetti, Vishwa, Hardage, David, Choo, Kim-Kwang Raymond, Rad, Paul

“…For any call center facility, the number of call arrivals represents a key component between customer satisfaction and budget constraints. Hence, the ability…”
Get full text

The Prediction of Day‐to‐Day Occurrence of Low Latitude Ionospheric Strong Scintillation Using Gradient Boosting Algorithm by Zhao, Xiukuan, Li, Guozhu, Xie, Haiyong, Hu, Lianhuan, Sun, Wenjie, Yang, Sipeng, Li, Yi, Ning, Baiqi, Takahashi, Hisao

“…–2020, an ionospheric strong scintillation prediction model based on the gradient boosting algorithms extreme gradient boosting (XGBoost…”
Get full text

A Data Driven Approach to Forecasting Traffic Speed Classes Using Extreme Gradient Boosting Algorithm and Graph Theory by Menguc, Kenan, Aydin, Nezir, Yilmaz, Alper

“…Historical cities around the world have serious traffic congestions due to old infrastructure and urbanization. To mitigate traffic problems in such cities,…”
Get full text

Discharge estimation in compound channels with converging and diverging floodplains using an optimised Gradient Boosting Algorithm by Sandilya, Shashank Shekhar, Das, Bhabani Shankar, Proust, Sébastien, Shekhar, Divyanshu

“… Results show that all three gradient-boosting algorithms effectively predict discharge in compound…”
Get full text

Extreme Gradient Boosting Algorithm for Automatic Cardiac Arrhythmia Classification by Singh, Vipul Kumar, Barman, Jyotismita, Kolekar, Maheshkumar H.

“… presents extreme gradient boosting algorithm for automatic cardiac arrhythmia classification. In this study, heartbeats from the widely-used MIT-BIH database…”
Get full text