Traffic big data prediction and visualization using Fast Incremental Model Trees-Drift Detection (FIMT-DD)

Proceedings of the 24th international conference on Machine learning

2007 · 11.7K citations

Computing, Computer Science, Artificial Intelligence +6

Probability Inequalities for Sums of Bounded Random Variables

Wassily Hoeffding · Journal of the American Statistical Association · 1963 · 4.8K citations

Natural Sciences, Mathematics, Probability Theory +12

Mining high-speed data streams

Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text

Computing, Computer Science, Data Management +9

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