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» Workshop on massive datasets

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Publication

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Convex non-negative matrix factorization for massive datasets

12 years 1 months ago

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Non-negative matrix factorization (NMF) has become a standard tool in data mining, information retrieval, and signal processing. It is used to factorize a non-negative data matrix ...

C. Thurau, K. Kersting, M. Wahabzada, and C. Bauck...

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IJCAI
1997

105views Artificial Intelligence» more IJCAI 1997»

Structural Inferences from Massive Datasets

13 years 7 months ago

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High-level understanding of data must involve the interplay between substantial prior knowledge with geometric and statistical techniques. Our approach emphasizes the recovery of ...

Kenneth Yip

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WACV
2008
IEEE

119views Computer Vision» more WACV 2008»

Recovering Social Networks From Massive Track Datasets

14 years 4 days ago

Download www.ai.sri.com

Christopher I. Connolly, J. Brian Burns, Hung Hai ...

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DOLAP
1999
ACM

94views Information Technology» more DOLAP 1999»

A Cache Filtering Optimisation for Queries to Massive Datasets on Tertiary Storage

13 years 10 months ago

Download www.cis.drexel.edu

We consider a system in which many users run queries to examine subsets of a large object set. The object set is partitioned into ﬁles on tape. A single subset of objects will b...

Koen Holtman, Peter van der Stok, Ian Willers

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PKDD
1999
Springer

90views Data Mining» more PKDD 1999»

Scaling up Dynamic Time Warping to Massive Dataset

13 years 10 months ago

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