On evaluating stream learning algorithms
Top Cited Papers
- 24 October 2012
- journal article
- research article
- Published by Springer Science and Business Media LLC in Machine Learning
- Vol. 90 (3), 317-346
- https://doi.org/10.1007/s10994-012-5320-9
Abstract
No abstract availableKeywords
This publication has 15 references indexed in Scilit:
- Fast Perceptron Decision Tree Learning from Evolving Data StreamsLecture Notes in Computer Science, 2010
- Tracking recurring contexts using ensemble classifiers: an application to email filteringKnowledge and Information Systems, 2009
- YALEPublished by Association for Computing Machinery (ACM) ,2006
- Catch the moment: maintaining closed frequent itemsets over a data stream sliding windowKnowledge and Information Systems, 2006
- Learning with Drift DetectionLecture Notes in Computer Science, 2004
- Maintaining Stream Statistics over Sliding WindowsSIAM Journal on Computing, 2002
- Mining high-speed data streamsPublished by Association for Computing Machinery (ACM) ,2000
- Present Position and Potential Developments: Some Personal Views: Statistical Theory: The Prequential ApproachJournal of the Royal Statistical Society. Series A (General), 1984
- Probability Inequalities for Sums of Bounded Random VariablesJournal of the American Statistical Association, 1963
- Continuous Inspection SchemesBiometrika, 1954