Scientific Research Publishing

A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories ()

Long-term lithium therapy remains the most effective maintenance treatment for bipolar disorder, yet it poses a significant risk of progressive renal impairment in a subset of patients. Early ...
IEEE

Optimizing Random Forest Hyperparameters for Enhanced Stock Price Prediction

Abstract: Random Forests are widely used in financial forecasting because they capture complex patterns and mitigate noise. However, their predictive performance heavily depends on the careful ...
World Wildlife Fund (WWF)

The Nature-Based Solutions Origination Platform

The Nature-Based Solutions Origination Platform is WWF’s innovative vehicle to deliver nature-based solutions at ...
IEEE

Random Forests Relay Selector in Buffer-Aided Cooperative Networks

Abstract: This paper presents a data-driven Random Forest (RF) framework for the joint relay–link selection and buffer management problem in buffer-aided cooperative relay networks, with the goal of ...