most citedS+t-SNE -- Bringing Dimensionality Reduction to Data Streams

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cs.LG2025

A robust methodology for long-term sustainability evaluation of Machine Learning models

Jorge Paz-Ruza, João Gama, Amparo Alonso-Betanzos +1

Sustainability and efficiency have become essential considerations in the development and deployment of Artificial Intelligence systems, but existing regulatory practices for Green…

cs.LG2025★ 1 cited

A Systematic Literature Review on Multi-label Data Stream Classification

H. Freire-Oliveira, E. R. F. Paiva, J. Gama +2

Classification in the context of multi-label data streams represents a challenge that has attracted significant attention due to its high real-world applicability. However, this ta…