Výsledky vyhľadávania - "Extreme Gradient Boosting algorithm"

Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data Autor 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…”
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An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir Autor 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…”
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Coupled extreme gradient boosting algorithm with artificial intelligence models for predicting compressive strength of fiber reinforced polymer- confined concrete Autor 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…”
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Predicting heat transfer of oscillating heat pipes for machining processes based on extreme gradient boosting algorithm Autor 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…”
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Outcome prediction for acute kidney injury among hospitalized children via eXtreme Gradient Boosting algorithm Autor 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…”
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Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm Autor 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…”
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A Data Driven Approach to Forecasting Traffic Speed Classes Using Extreme Gradient Boosting Algorithm and Graph Theory Autor 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,…”
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Extreme Gradient Boosting Algorithm for Automatic Cardiac Arrhythmia Classification Autor 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…”
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T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm Autor Chen, Tianhang, Wang, Xiangeng, Chu, Yanyi, Wang, Yanjing, Jiang, Mingming, Wei, Dong-Qing, Xiong, Yi

“…Type IV secreted effectors (T4SEs) can be translocated into the cytosol of host cells via type IV secretion system (T4SS) and cause diseases. However,…”
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XGBoost odor prediction model: finding the structure-odor relationship of odorant molecules using the extreme gradient boosting algorithm Autor Tyagi, Pankaj, Sharma, Anju, Semwal, Rahul, Tiwary, Uma Shanker, Varadwaj, Pritish Kumar

“…Determining the structure-odor relationship has always been a very challenging task. The main challenge in investigating the correlation between the molecular…”
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Assessing the predictive value of morphological traits on primary lifestyle of birds through the extreme gradient boosting algorithm Autor Madrigal-Roca, Luis Javier

“…The relationship between morphological traits and ecological performance in birds is an important area of research, as it can help us to understand how birds…”
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The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia Autor Clarke, A., Yates, D., Blanchard, C., Islam, M.Z., Ford, R., Rehman, S., Walsh, R.

“…•Aggregated in-season climate data was used to predict head rice yield in Australia.•Models were trained using time-based and phenology-based aggregation…”
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Bandwidth Control Mechanism and Extreme Gradient Boosting Algorithm for Protecting Software-Defined Networks Against DDoS Attacks Autor Alamri, Hassan A., Thayananthan, Vijey

“…Software-Defined Networking (SDN) is an emerging network architecture that addresses the limitation of the traditional network by providing centralized…”
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Poultry litter valorization: Development and optimization of an electro-chemical and thermal tri-generation process using an extreme gradient boosting algorithm Autor Ayub, Yousaf, Ren, Jingzheng, Shi, Tao, Shen, Weifeng, He, Chang

“…A novel configuration of a tri-generation process for poultry litter valorization, including gasification, solid oxide fuel cell (SOFC), and combined heat and…”
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An interpretable evolutionary extreme gradient boosting algorithm for rock slope stability assessment Autor Fatty, Abdoulie, Li, An-Jui, Qian, Zhi-Guang

“…Globally, slope failures cause severe disasters and substantial financial losses annually. Recent advancements in machine learning (ML) algorithms and dataset…”
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Early prediction of battery degradation in grid-scale battery energy storage system using extreme gradient boosting algorithm Autor Brillianto Apribowo, Chico Hermanu, Hadi, Sasongko Pramono, Wijaya, Franscisco Danang, Bambang Setyonegoro, Mokhammad Isnaeni, Sarjiya

“…The growth of battery energy storage systems (BESS) is caused by the variability and intermittent nature of high demand and renewable power generation at the…”
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Nonlinear overall annoyance level modeling and interior sound quality prediction for pure electric vehicle with extreme gradient boosting algorithm Autor Wang, Yanqin, Zhang, Shuai, Meng, Dejian, Zhang, Lijun

“…•A nonlinear overall annoyance level model based on an extreme gradient boosting algorithm…”
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Online Prediction and Correction of Static Voltage Stability Index Based on Extreme Gradient Boosting Algorithm Autor Qin, Huiling, Li, Shuang, Zhang, Juncheng, Rao, Zhi, He, Chengyu, Chen, Zhijun, Li, Bo

“…With the increasing integration of renewable energy sources into the power grid and the continuous expansion of grid infrastructure, real-time preventive…”
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Explainable AI to Predict Male Fertility Using Extreme Gradient Boosting Algorithm with SMOTE Autor GhoshRoy, Debasmita, Alvi, Parvez Ahmad, Santosh, KC

“…Infertility is a common problem across the world. Infertility distribution due to male factors ranges from 40% to 50%. Existing artificial intelligence (AI)…”
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Extreme Gradient Boosting Algorithm for Predicting Shear Strengths of Rockfill Materials Autor Ahmad, Mahmood, Al-Mansob, Ramez A., Kashyzadeh, Kazem Reza, Keawsawasvong, Suraparb, Sabri Sabri, Mohanad Muayad, Jamil, Irfan, Alguno, Arnold C.

“…For the safe and economical construction of embankment dams, the mechanical behaviour of the rockfill materials used in the dam’s shell must be analyzed. The…”
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