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Online tree-based ensembles and option trees for regression on evolving data streams.

, , and . Neurocomputing, (2015)

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Functional Trees.. Discovery Science, volume 2226 of Lecture Notes in Computer Science, page 59-73. Springer, (2001)Evolution Analysis of Call Ego-Networks., and . DS, volume 9956 of Lecture Notes in Computer Science, page 213-225. (2016)Sequential Pattern Mining in Multi-relational Datasets., , and . CAEPIA, volume 5988 of Lecture Notes in Computer Science, page 121-130. Springer, (2009)Change Detection with Kalman Filter and CUSUM., and . Ubiquitous Knowledge Discovery, volume 6202 of Lecture Notes in Computer Science, Springer, (2010)Learning Model Trees from Data Streams., and . Discovery Science, volume 5255 of Lecture Notes in Computer Science, page 52-63. Springer, (2008)Incremental TextRank - Automatic Keyword Extraction for Text Streams., , , and . ICEIS (1), page 363-370. SciTePress, (2018)Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach., , and . DS, volume 9956 of Lecture Notes in Computer Science, page 198-212. (2016)Using Network Features for Credit Scoring in MicroFinance: Extended Abstract., , , , and . DSAA, page 783-784. IEEE, (2020)Characterization of Classification Algorithms., and . EPIA, volume 990 of Lecture Notes in Computer Science, page 189-200. Springer, (1995)Probabilistic Linear Tree.. ICML, page 134-142. Morgan Kaufmann, (1997)