Suchergebnisse - "xgboost（extreme gradient boosting） algorithm"

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

“… Aircraft flight quality assessment is a critical process for evaluating the training effects and improving the training standards of pilots. Traditional …”
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Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model von 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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XGBoost Machine Learning Algorithm for Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage von 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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Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review von Nwanosike, Ezekwesiri Michael, Conway, Barbara R, Merchant, Hamid A, Hasan, Syed Shahzad

“… •Excellent performance metrics of ML do not guarantee adoption in clinical practice.•To date, most studies have fallen short in terms of external validation of …”
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Protein structural domain-disease association prediction based on heterogeneous networks von 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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Predicting (n,3n) nuclear reaction cross-sections using XGBoost and Leave-One-Out Cross-Validation von 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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Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting von 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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Optimizing solar photovoltaic system performance: Insights and strategies for enhanced efficiency von Gawusu, Sidique, Zhang, Xiaobing, Yakubu, Sufyan, Debrah, Seth Kofi, Das, Oisik, Bundela, Nishant Singh

“… ) systems at the Bui Generating Station in Ghana using the XGBoost (Extreme Gradient Boosting …”
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XGBoost algorithm for predicting heat transfer coefficient of saturated flow boiling in mini/micro-channels von Noh, Hyeonseok, Kim, Jihyeok, Lee, Seunghyun, Kim, Sung-Min, Mudawar, Issam

“… •A universal consolidated database of 11,470 pre-dryout data points was constructed from 41 sources covering 23 working fluids and wide operating ranges.•The …”
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Cutting-Edge strategies for absence data identification in natural hazards: Leveraging Voronoi-Entropy in flood susceptibility mapping with advanced AI techniques von Vahid Razavi-Termeh, Seyed, Sadeghi-Niaraki, Abolghasem, Ali, Farman, Ali Naqvi, Rizwan, Choi, Soo-Mi

“… •Creation of three scenarios to create flood absence points.•Voronoi-entropy method improves flood mapping accuracy via absence data creation.•Achieves up to …”
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Monitoring wheat leaf rust severity using machine learning techniques von Bakhshi, Tayebeh, Mehrabi, Rahim, Sarbarzeh, Mostafa Aghaee, Türkoğlu, Aras, Demirel, Fatih, Haliloğlu, Kamil, Benlioğlu, Berk, Sarhangi, Mohsen, Ahmadi, Farajollah Shahriari, Bocianowski, Jan

“… Wheat leaf rust, caused by Puccinia triticina Eriks., is recognized as one of the most destructive diseases affecting wheat worldwide, including Iran, …”
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An AI-driven Predictive Model for Pancreatic Cancer Patients Using Extreme Gradient Boosting von 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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ARTIFICIAL INTELLIGENCE FOR SURVIVAL PREDICTION IN HEPATOCELLULAR CARCINOMA: DEVELOPMENT AND VALIDATION OF A CLINICAL DATA–DRIVEN MODEL IN A COHORT OF 129 PATIENTS von Carvalho Viola, Giovane, Viola, Rodolfo, Altikes, Renato, Tani, Claudia, Carrilho, Flair, Saud, Lisa, Pessoa, Mário, Chagas, Aline, Alencar, Regiane, Oliveira, Claudia

“… (Extreme Gradient Boosting) algorithm …”
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Spatio-temporal modeling of asthma-prone areas: Exploring the influence of urban climate factors with explainable artificial intelligence (XAI) von Razavi-Termeh, Seyed Vahid, Sadeghi-Niaraki, Abolghasem, Ali, Farman, Naqvi, Rizwan Ali, Choi, Soo-Mi

“… •Utilized XGBoost-BA for accurate spatio-temporal modeling of asthma-prone areas.•SHAP analysis revealed seasonal impacts of climate and air pollution on …”
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On-Ground Distributed COVID-19 Variant Intelligent Data Analytics for a Regional Territory von Khuhawar, Umrah Zadi, Siddiqui, Isma Farah, Arain, Qasim Ali, Siddiqui, Mokhi Maan, Qureshi, Nawab Muhammad Faseeh

“… (extreme gradient boosting) algorithm. All three algorithms are trained using the COVID-19 data of Pakistan …”
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Application of XGBoost algorithm in hourly PM2.5 concentration prediction von Pan, Bingyue

“… (Extreme Gradient Boosting) algorithm to predict hourly PM2.5 concentration. The monitoring data of air quality in Tianjin city was analyzed by using XGBoost algorithm …”
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Technical indicator enhanced ultra‐short‐term wind power forecasting based on long short‐term memory network combined XGBoost algorithm von Zheng, Yingying, Guan, Shijie, Guo, Kailei, Zhao, Yongning, Ye, Lin

“… The findings indicate that the hybrid model, which combines the XGBoost (Extreme Gradient Boosting …”
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Particulate matter pollution prone-areas mapping using an enhanced explainable ensemble meta-algorithm von Razavi-Termeh, Seyed Vahid, Sadeghi-Niaraki, Abolghasem, Ali, Farman, Pirasteh, Saied, Choi, Soo-Mi

“… 2.5 and PM10 pollutants in Tehran, utilizing an advanced XGBoost (eXtreme Gradient Boosting …”
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Research on text fault recognition for on-board equipment of a C3 train control system based on an integrated XGBoost algorithm von Yue, Lili, Liu, Luyue, Li, Maoqing, Xiao, Baodi, Wu, Xiaochun

“… (eXtreme Gradient Boosting) algorithm to help technicians assess the malfunction category of high-speed train control on-board equipment accurately and rapidly …”
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The Global Organizational Behavior Analysis for Financial Risk Management Utilizing Artificial Intelligence von Yang, Shufang, Wu, Hainan

“… (eXtreme Gradient Boosting) algorithm, and trains the model through BP (Backpropagation) NN (Neural Network). Finally, following comparative analysis, the effectiveness of the proposed method is verified …”
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