GitHub

FAMEWS: a Fairness Auditing tool for Medical Early-Warning Systems

FAMEWS has primarily been designed to run on the HiRID dataset. However, it is possible to give already processed input to some stages in order to run it on other datasets that differ in their format.
GitHub

araujoeverton/ieee-ml-fraud-detection-ensemble

This project implements a modular Machine Learning pipeline to detect fraudulent transactions using the IEEE-CIS dataset. It features a multi-model ensemble approach (LightGBM & XGBoost) with ...
Frontiers

Machine learning model for predicting neuropathic pain following thoracic oncology surgery

Objectives: Neuropathic pain (NP) is a common and challenging complication following thoracic oncology surgery, characterized by complex etiological factors. However, effective predictive models for ...
Frontiers

Advanced hyperspectral image processing and machine learning approaches for early detection of wheat stem rust

1 Peter the Great St. Petersburg Polytechnic University, Saint Petersburg, Russia 2 All-Russian Institute of Plant Protection, Saint Petersburg, Russia However, despite rapid methodological advances, ...
IEEE

Hybrid CNN–LGBM Model for Planetary Boundary Layer Height Estimation Combined With Temporal–Height–Spatial Features

Abstract: The planetary boundary layer (PBL) height (PBLH), as a critical meteorological parameter, plays a pivotal role in atmospheric dynamics, climate, and pollution diffusion studies. A radar wind ...
IEEE

Enhancing Satellite-Based Wildfire Monitoring: Advanced Contextual Model Using Environmental and Structural Information

Abstract: Satellite-based wildfire detection models provide real-time data that is essential for effective management of wildfires, whose frequency and intensity are increasing. However, conventional ...