Leandro L. Minku

Ensemble learning for data stream analysis: A survey

Bartosz Krawczyk, Leandro L. Minku, João Gama et al. · Information Fusion · 2017 · 1K citations · Full text

Engineering, Machine Learning, Data Science +8

The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift

Leandro L. Minku, A. P. White, Xin Yao · IEEE Transactions on Knowledge and Data Engineering · 2009 · 434 citations

Artificial Intelligence, Incremental Learning, Engineering +18

DDD: A New Ensemble Approach for Dealing with Concept Drift

Leandro L. Minku, Xin Yao · IEEE Transactions on Knowledge and Data Engineering · 2011 · 432 citations

Engineering, Machine Learning, Concept Drift +16

Resampling-Based Ensemble Methods for Online Class Imbalance Learning

Shuo Wang, Leandro L. Minku, Xin Yao · IEEE Transactions on Knowledge and Data Engineering · 2014 · 385 citations · Full text

Engineering, Machine Learning, Class Imbalance Learning +17

A Systematic Study of Online Class Imbalance Learning With Concept Drift

Shuo Wang, Leandro L. Minku, Xin Yao · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 322 citations · Full text

Data Streams, Classification Method, Systematic Study +15