Divide and conquer: A granular concept-cognitive computing system for dynamic classification decision making

Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic

Lotfi A. Zadeh · Fuzzy Sets and Systems · 1997 · 2.9K citations

Fuzzy Logic, Cognitive Science, Engineering +11

The structure of ill structured problems

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Mathematical Programming, Mathematical Structure, Constraint Solving +4

Incremental Learning of Concept Drift in Nonstationary Environments

Ryan Elwell, Robi Polikar · IEEE Transactions on Neural Networks · 2011 · 906 citations

Artificial Intelligence, Incremental Learning, Engineering +16

MOA: Massive Online Analysis

BifetAlbert, HolmesGeoff, KirkbyRichard et al. · Journal of Machine Learning Research · 2010 · 774 citations

Engineering, Online Learning, Distributed Data Analytics +18

Adaptive random forests for evolving data stream classification

Heitor Murilo Gomes, Albert Bifet, Jesse Read et al. · Machine Learning · 2017 · 728 citations · Full text

Engineering, Machine Learning, Data Science +11