conftrace_

data stream

65 papers

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Co-occurring keywords

online learning (1777) concept drift (73) approximation algorithm (630) frequency estimation (25) count-min sketch (12) semi-supervised learning (2341) streaming algorithm (131) data stream mining (8) ensemble learning (1274) continual learning (1181)

Papers

Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
Unsupervised Semantic Scene Labeling for Streaming Data CVPR 2017
Learning with Feature Evolvable Streams NIPS 2017
Self-Adjusting Memory: How to Deal with Diverse Drift Types IJCAI 2017
Regional Concept Drift Detection and Density Synchronized Drift Adaptation IJCAI 2017
An Efficient Streaming Algorithm for the Submodular Cover Problem NIPS 2016
Correlation Clustering in Data Streams ICML 2015
Concept Drift Detection Through Resampling ICML 2014
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking ACML 2010
MOA: Massive Online Analysis JMLR 2010
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Decision Tree for Dynamic and Uncertain Data Streams ACML 2010
Streaming k-means approximation NIPS 2009