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39

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SDM
2012
SIAM

220views Data Mining» more SDM 2012»

Transfer Topic Modeling with Ease and Scalability

12 years 1 months ago

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Jeon-Hyung Kang, Jun Ma, Yang Liu

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38

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SDM
2012
SIAM

284views Data Mining» more SDM 2012»

12 years 1 months ago

The Similarity Between Stochastic Kronecker and Chung-Lu Graph Models

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C. Seshadhri, Ali Pinar, Tamara G. Kolda

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43

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SDM
2012
SIAM

235views Data Mining» more SDM 2012»

Sampling Strategies to Evaluate the Performance of Unknown Predictors

12 years 1 months ago

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The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classiﬁcation models unknown at the time of sampl...

Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrech...

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50

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SDM
2012
SIAM

293views Data Mining» more SDM 2012»

RP-growth: Top-k Mining of Relevant Patterns with Minimum Support Raising

12 years 1 months ago

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One practical inconvenience in frequent pattern mining is that it often yields a ﬂood of common or uninformative patterns, and thus we should carefully adjust the minimum suppor...

Yoshitaka Kameya, Taisuke Sato

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47

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SDM
2012
SIAM

355views Data Mining» more SDM 2012»

Granger Causality Analysis in Irregular Time Series

12 years 1 months ago

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Learning temporal causal structures between time series is one of the key tools for analyzing time series data. In many real-world applications, we are confronted with Irregular T...

Mohammad Taha Bahadori, Yan Liu

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