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» Active Mining of Data Streams

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KDD
2003
ACM

192views Data Mining» more KDD 2003»

Efficient elastic burst detection in data streams

14 years 5 months ago

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Burst detection is the activity of finding abnormal aggregates in data streams. Such aggregates are based on sliding windows over data streams. In some applications, we want to mo...

Yunyue Zhu, Dennis Shasha

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PAKDD
2010
ACM

212views Data Mining» more PAKDD 2010»

Fast Perceptron Decision Tree Learning from Evolving Data Streams

13 years 10 months ago

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Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeﬀdi...

Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...

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CF
2010
ACM

185views Applied Computing» more CF 2010»

Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware

13 years 8 months ago

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Computational neuroscience is being revolutionized with the advent of multi-electrode arrays that provide real-time, dynamic perspectives into brain function. Mining neuronal spik...

Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jerem...

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ICDM
2008
IEEE

112views Data Mining» more ICDM 2008»

Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling

13 years 12 months ago

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Ludmila I. Kuncheva, J. Salvador Sánchez

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