Results 161 to 170 of about 16,703 (255)

Multidomain prediction of education-stratified MoCA-defined mild cognitive impairment in community-dwelling older adults in urban China. [PDF]

BMC Geriatr
Wu Z, Zhang F, Zhao F.
europepmc   +1 more source

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

, 2017
Gradient Boosting Decision Tree (GBDT) is a popular machine learning algorithm, and has quite a few effective implementations such as XGBoost and pGBRT. Although many engineering optimizations have been adopted in these implementations, the efficiency and scalability are still unsatisfactory when the feature dimension is high and data size is large.
Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen 0034, Weidong Ma, Qiwei Ye, Tie-Yan Liu   +7 more
openaire   +2 more sources

LightGBM-Based Classification of Heart Failure Phenotypes Using Morpho-Energy Features from High-Resolution ECG. [PDF]

Sensors (Basel)
Gader MA, Karmani S, Djemal R, Sakuyama CV.   +3 more
europepmc   +1 more source

Application of Machine Learning Algorithms in Estimating Live Weight of Yucatecan Criollo Pigs Through Biometric Measurements. [PDF]

Animals (Basel)
Sierra-Vasquez AC, Tırınk C, Mezo-Solis JA, Önder H, Cih-Angulo N, Şen U, Rodriguez-Perez JC, Bojorquez-Cat JC, Chekirov K, Coşkun İ, Chay-Canul AJ.   +10 more
europepmc   +1 more source

Enhancing wind and solar energy forecasting through time-series feature engineering and ensemble machine learning. [PDF]

Sci Rep
Elmunim NA, Khlifi MA, Aldawsari MA, Algarni F, Albalawi A, Ismail A, Hassan BM.   +6 more
europepmc   +1 more source

MS-FSOA-LightGBM: Multi-Strategy Starfish Optimization Algorithm with LightGBM for Software Defect Prediction

Procedia Computer Science
Raja Oueslati, Mohamed Wajdi Ouertani, Asma Amdouni, Ghaith Manita   +3 more
openaire   +1 more source

Predicting Emergency Department Patient Arrivals at Hospitals Using Machine Learning Techniques. [PDF]

Healthcare (Basel)
Alenezi AM, Sameh M, Aljohani M, Alharbi H.   +3 more
europepmc   +1 more source

Machine Learning and Geospatial Modeling of Climate Change Impacts on Ethiopian Honeybees for Conservation and Resilient Agriculture. [PDF]

Ecol Evol
Tulu D, Yasin KH, Gelete TB, Ahmed B, Belina D.   +4 more
europepmc   +1 more source

Development of a Machine Learning Model for Distant Metastasis Risk Stratification in Acral Melanoma. [PDF]

Cancer Rep (Hoboken)
Shanyuan Y, Rundong Z, Meng C, Zequn Q, Qian Z, Qun L, Yan W.   +6 more
europepmc   +1 more source

Predictive control of earth pressure balance in shield tunneling using a hybrid learning approach. [PDF]

Sci Rep
Wang Q, Zhang Y, Wei D, Meng J.
europepmc   +1 more source