Search Results - Light gradient boosting algorithm

Data–Physics-Driven Multi-Point Hybrid Deformation Monitoring Model Based on Bayesian Optimization Algorithm–Light Gradient-Boosting Machine by Song, Lei, Hu, Yating

“…–Light Gradient-Boosting Machine (BOA-LightGBM). Building upon conventional single-point models, spatial coordinates are incorporated as explanatory variables…”
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Estimation of Stellar Atmospheric Parameters with Light Gradient Boosting Machine Algorithm and Principal Component Analysis by Liang, Junchao, Bu, Yude, Tan, Kefeng, Pan, Jingchang, Yi, Zhenping, Kong, Xiaoming, Fan, Zhou

“…) and light gradient boosting machine (LightGBM) algorithms. We first use PCA to transform all band photometric data…”
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Prediction of heating and cooling loads based on light gradient boosting machine algorithms by Guo, Jiaxin, Yun, Sining, Meng, Yao, He, Ning, Ye, Dongfu, Zhao, Zeni, Jia, Lingyun, Yang, Liu

“… (CMA-ES), and tree-structured parzen estimator (TPE), were combined with the light gradient boosting machine (LightGBM…”
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An enhanced time efficient technique for image watermarking using ant colony optimization and light gradient boosting algorithm by Vipul Sharma, Roohie Naaz Mir

“… This paper proposes a time efficient optimization method based on machine learning algorithms to detect the best embedding parameter for image watermarking with both robustness and imperceptibility…”
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A Forest Fire Susceptibility Modeling Approach Based on Light Gradient Boosting Machine Algorithm by Sun, Yanyan, Zhang, Fuquan, Lin, Haifeng, Xu, Shuwen

“… This paper developed a forest fire susceptibility model based on an ensemble learning method, namely light gradient boosting machine (LightGBM…”
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Solar Flare Prediction and Feature Selection Using a Light-Gradient-Boosting Machine Algorithm by Vysakh, P. A., Mayank, Prateek

“…, particularly for different classes of solar flares. In this study, we aim to forecast C- and M-Class solar flares utilising a machine-learning algorithm, namely the Light Gradient Boosting Machine…”
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A Light Gradient-Boosting Machine algorithm with Tree-Structured Parzen Estimator for breast cancer diagnosis by Omotehinwa, Temidayo Oluwatosin, Oyewola, David Opeoluwa, Dada, Emmanuel Gbenga

“… This study proposed using the Light Gradient-Boosting Machine (LightGBM) algorithm, Borderline- Synthetic Minority Oversampling Technique (SMOTE…”
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Optimizing the light gradient-boosting machine algorithm for an efficient early detection of coronary heart disease by Omotehinwa, Temidayo Oluwatosin, Oyewola, David Opeoluwa, Moung, Ervin Gubin

“… This aimed to optimize the Light Gradient-Boosting Machine (LightGBM) algorithm to enhance its performance and accuracy in the early detection of CHD, providing a reliable, cost-effective, and non-invasive diagnostic tool. Methods…”
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An enhanced sine cosine algorithm based light gradient boosting machine for occupation injury outcome prediction by Abosede Omowunmi Tibetan, Opeoluwa Seun Ojekemi

“…)–Light Gradient Boosting Machine (LightGBM) framework for accurate injury outcome prediction…”
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MSR81 Imputing Breast Cancer Stage in a Large EHR Dataset: Light Gradient Boosting Machine Algorithm and Explainable Artificial Intelligence by O'Rourke, Julia A., Yu, Jin, Stein, Ellen, Drebert, Zuzanna, Boyd, Marley, Temple, Mike, Amirian, E. Susan

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IntelliSleepScorer, a software package with a graphic user interface for automated sleep stage scoring in mice based on a light gradient boosting machine algorithm by Wang, Lei A., Kern, Ryan, Yu, Eunah, Choi, Soonwook, Pan, Jen Q.

“… IntelliSleepScorer uses the light gradient boosting machine (LightGBM) to score sleep stages for each epoch of recordings…”
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Light Gradient Boosting Machine-Based Low–Slow–Small Target Detection Algorithm for Airborne Radar by Liu, Jing, Huang, Pengcheng, Zeng, Cao, Liao, Guisheng, Xu, Jingwei, Tao, Haihong, Juwono, Filbert H.

“… In this paper, a novel light gradient boosting machine (LightGBM)-based LSS target detection algorithm for airborne radar is proposed…”
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Cluster energy prediction based on multiple strategy fusion whale optimization algorithm and light gradient boosting machine by Wei, Wu, Mengshan, Li, Yan, Wu, Lixin, Guan

“…Background Clusters, a novel hierarchical material structure that emerges from atoms or molecules, possess unique reactivity and catalytic properties, crucial…”
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Genetic Algorithm Optimized Light Gradient Boosting Machine for 3D Mineral Prospectivity Modeling of Cu Polymetallic Skarn-Type Mineralization, Xuancheng Area, Anhui Province, Eastern China by Li, He, Li, Xiaohui, Yuan, Feng, Zhang, Mingming, Li, Xiangling, Ge, Can, Wang, Zhiqiang, Guo, Dong, Lan, Xueyi, Tang, Minhui, Lu, Sanming

“… The light gradient boosting machine (LightGBM) technique is used in this study to estimate the prospectivity for minerals in three dimensions…”
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Classification and Identification of Contaminants in Recyclable Containers Based on a Recursive Feature Elimination-Light Gradient Boosting Machine Algorithm Using an Electronic Nose by Ba, Fushuai, Peng, Peng, Zhang, Yafei, Zhao, Yongli

“… In order to overcome this shortcoming, this paper proposes an identification method based on a Recursive Feature Elimination-Light Gradient Boosting Machine (RFE-LightGBM…”
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Load forecasting for home energy management using light gradient boosting machine learning algorithm by Inala, Krishna Pavan, Manojkumar, Rampelli

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Construction of collision-type prediction model based on light gradient boosting machine algorithm and elucidation of data causality and relevance by Bayesian network by Wei, Junhao, Miyazaki, Yusuke, Kitamura, Koji, Sato, Fusako

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Hyper-parameter tuned light gradient boosting machine using memetic firefly algorithm for hand gesture recognition by Nayak, Janmenjoy, Naik, Bighnaraj, Dash, Pandit Byomakesha, Souri, Alireza, Shanmuganathan, Vimal

“… In this paper, a Lightboost based Gradient boosting machine (LightGBM) is proposed for efficient hand gesture recognition…”
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Short-term prediction of particulate matter (PM10 and PM2.5) in Seoul, South Korea using tree-based machine learning algorithms by Kim, Bu-Yo, Lim, Yun-Kyu, Cha, Joo Wan

“…) was compared with that reported by this study. The experimental results report that, among tree-based ML algorithms, light gradient boosting (LGB…”
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Enhancing the performance of recycled aggregate green concrete via a Bayesian optimization light gradient boosting machine and the nondominated sorting genetic algorithm-III by Chen, Hongyu, Cheng, Yue, Du, Ting, Wu, Xianguo, Cao, Yuan, Liu, Yang

“… (BO), a light gradient boosting machine (LGBM) and the nondominated sorting genetic algorithm (NSGA…”
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