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SDM
2012
SIAM
294views Data Mining» more  SDM 2012»
13 years 9 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
ICDE
2008
IEEE
132views Database» more  ICDE 2008»
16 years 8 months ago
The Space Complexity of Processing XML Twig Queries Over Indexed Documents
Abstract-- Current twig join algorithms incur high memory costs on queries that involve child-axis nodes. In this paper we provide an analytical explanation for this phenomenon. In...
Mirit Shalem, Ziv Bar-Yossef
ICDE
2001
IEEE
159views Database» more  ICDE 2001»
16 years 8 months ago
Workflow and Process Synchronization with Interaction Expressions and Graphs
Current workflow management technology does not provide adequate means for inter-workflow coordination as concurrently executing workflows are considered completely independent. W...
Christian Heinlein
184
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ISSRE
2006
IEEE
16 years 20 days ago
Using Historical In-Process and Product Metrics for Early Estimation of Software Failures
The benefits that a software organization obtains from estimates of product quality are dependent upon how early in the product cycle that these estimates are available. Early est...
Nachiappan Nagappan, Thomas Ball, Brendan Murphy
DATE
2005
IEEE
155views Hardware» more  DATE 2005»
16 years 8 days ago
Studying Storage-Recomputation Tradeoffs in Memory-Constrained Embedded Processing
Fueled by an unprecedented desire for convenience and self-service, consumers are embracing embedded technology solutions that enhance their mobile lifestyles. Consequently, we wi...
Mahmut T. Kandemir, Feihui Li, Guilin Chen, Guangy...