A weighted ensemble classification algorithm based on nearest neighbors for multi-label data stream

H Wu, M Han, Z Chen, M Li, X Zhang - ACM Transactions on Knowledge …, 2023 - dl.acm.org
With the rapid development of data stream, multi-label algorithms for mining dynamic data
become more and more important. At the same time, when data distribution changes …

Advanced Multi-Label Image Classification Techniques Using Ensemble Methods

T Katona, G Tóth, M Petró, B Harangi - Machine Learning and Knowledge …, 2024 - mdpi.com
Chest X-rays are vital in healthcare for diagnosing various conditions due to their low
Radiation exposure, widespread availability, and rapid interpretation. However, their …

Evolutionary multilabel classification algorithm based on cultural algorithm

Q Wu, B Wu, C Hu, X Yan - Symmetry, 2021 - mdpi.com
As one of the common methods to construct classifiers, naïve Bayes has become one of the
most popular classification methods because of its solid theoretical basis, strong prior …

[引用][C] Boosting Multi-Label Classification Performance Through Meta-Model

S Guehria, H Belleili, N Azizi… - International Journal of …, 2024 - World Scientific
Multi-label classification problem, where each instance can be associated with multiple
labels, has received considerable attention from machine learning community. To address …