92 citations · 328 across the 17 of their papers we have counts for
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cs.LG2023
SMOClust: Synthetic Minority Oversampling based on Stream Clustering for Evolving Data Streams
Chun Wai Chiu, Leandro L. Minku
Many real-world data stream applications not only suffer from concept drift but also class imbalance. Yet, very few existing studies investigated this joint challenge. Data difficu…
cs.NE2023★ 1 cited
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives
Gan Ruan, Leandro L. Minku, Stefan Menzel +2
Different from most other dynamic multi-objective optimization problems (DMOPs), DMOPs with a changing number of objectives usually result in expansion or contraction of the Pareto…