MFlexDT: multi flexible fuzzy decision tree for data stream classification

A Coefficient of Agreement for Nominal Scales

Jacob Cohen · Educational and Psychological Measurement · 1960 · 41.3K citations

Education, Educational Assessment, Educational Measurement +8

Mining time-changing data streams

Geoff Hulten, Laurie Spencer, Pedro Domingos · 2001 · 1.8K citations

Computing, Computer Science, Algorithms +10

MOA: Massive Online Analysis

Albert Bifet, Geoffrey Holmes, Richard Kirkby et al. · Research Commons (University of Waikato) · 2010 · 1.1K citations · Full text

Computing, Computer Science, Data Science +16

Data mining in soft computing framework: a survey

Sushmita Mitra, Sankar K. Pal, Pabitra Mitra · IEEE Transactions on Neural Networks · 2002 · 616 citations

Computing, Computer Science, Data Science +11

New ensemble methods for evolving data streams

Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer et al. · 2009 · 564 citations · Full text

Computing, Computer Science, Data Mining +14