1 week ago · ai

[Paper] Ensemble Performance Through the Lens of Linear Independence of Classifier Votes in Data Streams

Ensemble learning improves classification performance by combining multiple base classifiers. While increasing the number of classifiers generally enhances accu...

1 week ago · ai

[Paper] Anomaly Detection with Adaptive and Aggressive Rejection for Contaminated Training Data

Handling contaminated data poses a critical challenge in anomaly detection, as traditional models assume training on purely normal data. Conventional methods mi...