Nature

A robust chronic obstructive pulmonary disease classification model using dragonfly optimized kernel extreme learning machine

Chronic Obstructive Pulmonary Disease (COPD) is estimated to become the third largest disease which causes mortality across the globe in the year 2030 1. The main concerns of this disease to the ...
Nature

Development of a novel modeling framework based on weighted kernel extreme learning machine and ridge regression for streamflow forecasting

A precise streamflow forecast is crucial in hydrology for flood alerts, water quantity and quality management, and disaster preparedness. Machine learning (ML) techniques are commonly employed for ...
Frontiers

Numerical foundations for scalable statistical and machine learning methods

Across modern data-intensive disciplines, the union of numerical computation, statistics, and machine learning has become ...