IEEE

Analyzing various Machine Learning Algorithms with SMOTE and ADASYN for Image Classification having Imbalanced Data

Abstract: Oversampling is a strategy employed in machine learning to handle imbalanced datasets by creating copies of the minority class instances to balance the dataset, thus reducing bias and ...
GitHub

LangString Python Library

LangString is a Python library designed to handle multilingual text data with precision and flexibility. Although the need for robust management of multilingual content is critical, existing solutions ...
IEEE

Performance of Classification Algorithms Under Class Imbalance: Simulation and Real-World Evidence

Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...
GitHub

A Python Package for Tree Instance Segmentation in 3D Point Clouds.

TreeXAlgorithm - Burmeister, Josafat-Mattias, Tockner, Andreas, Reder, Stefan, Engel, Markus, Richter, Rico, Mund, Jan-Peter, & Döllner, Jürgen (2025). "treeX ...