Open Heart

Enhanced cardiovascular disease risk prediction using integrated machine learning models: a study from the UK Biobank cohort

Objective Cardiovascular diseases (CVD) remain the leading cause of mortality globally, necessitating early risk ...
Taunton Daily Gazette

Taunton extends hydroelectric power contract with FirstLight

Taunton Municipal Lighting Plant has extended its agreement to buy hydroelectric power from FirstLight, a move that will help the utility meet its clean energy goals. The new contract will allow TMLP ...
Scientific Research Publishing

Natekin, A. and Knoll, A. (2013) Gradient Boosting Machines, a Tutorial. Frontiers in Neurorobotics, 7, Article No. 21.

ABSTRACT: Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and ...
Scientific Research Publishing

Chen, T., Xu, J., Ying, H., Chen, X., Feng, R., Fang, X., et al. (2019) Prediction of Extubation Failure for Intensive Care Unit Patients Using Light Gradient Boosting Machine ...

ABSTRACT: The accurate prediction of backbreak, a crucial parameter in mining operations, has a significant influence on safety and operational efficiency. The occurrence of this phenomenon is ...
Frontiers

Machine learning models for mortality prediction in patients with spontaneous subarachnoid hemorrhage following ICU treatment

1 Department of Neurological Intensive Care Unit, Taihe Hospital, Hubei University of Medicine, Shiyan, China 2 Graduate School, Hubei University of Medicine, Shiyan, China Background: Spontaneous ...
IEEE

Implementation of Light Gradient Boosting Machine (LGBM) for Customer Services Feedback Classification

Abstract: Customer complaints are an important aspect in the business world. Every company must face complaints from its customers, whether related to unsatisfactory products, services or experiences.
IEEE

Predicting the Cardiac Diseases using SelectKBest Method Equipped Light Gradient Boosting Machine

Abstract: Cardiovascular diseases cause a significant number of deaths around the world. It is vital to examine the data generated by the healthcare industry to find the hidden pattern. In this study, ...