GitHub

An end-to-end banking marketing prediction pipeline using SQL for deduplication and feature engineering, and Python (Gradient Boosting/LightGBM) to handle imbalanced data and ...

The dataset used in this project is the Bank Marketing (UCI) dataset, sourced from Kaggle. Dataset Link: https://www.kaggle.com/datasets/henriqueyamahata/bank ...
GitHub

Polish-Equity-Analytics-.NET-LightGBM-Predictor

This project is an enterprise-grade evolution of the Polish-Equity-Analytics system (https://github.com/JakubDadello/Polish-Equity-Analytics.git). It utilizes C# and ...
IEEE

LightGBM-Based Data-Driven Modeling of Directly Modulated Laser and Optoelectronic Oscillator-Assisted Remote C-RAN Architectures

Abstract: We propose a data-driven modeling approach based on light gradient boosting machine (LightGBM) for remote cloud radio access network (C-RAN) architectures assisted by a directly modulated ...
IEEE

A LightGBM-Based Diagnostic Model for Skin Cancer Classification Using Dermoscopic Images

Abstract: Skin cancer is one of the most common types of cancer across the globe, and detecting it early with high accuracy is vital for better patient outcomes. This paper introduces a machine ...