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» Indexing Distributed Complex Data for Complex Queries
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126
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SDM
2007
SIAM
131views Data Mining» more  SDM 2007»
15 years 4 months ago
Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
In many applications, we monitor data obtained from multiple streaming sources for collective decision making. The task presents several challenges. First, data in sensor networks...
Yijian Bai, Haixun Wang, Carlo Zaniolo
140
Voted
BMCBI
2010
154views more  BMCBI 2010»
15 years 2 months ago
An eScience-Bayes strategy for analyzing omics data
Background: The omics fields promise to revolutionize our understanding of biology and biomedicine. However, their potential is compromised by the challenge to analyze the huge da...
Martin Eklund, Ola Spjuth, Jarl E. S. Wikberg
147
Voted
SIGMOD
2011
ACM
249views Database» more  SIGMOD 2011»
14 years 5 months ago
FlexMin: a flexible tool for automatic bug isolation in DBMS software
Debugging a database engine is an arduous task due to the complexity of the query workloads and systems. The first step in isolating a bug involves identifying a sequence of step...
Kristi Morton, Nicolas Bruno
134
Voted
KDD
2001
ACM
192views Data Mining» more  KDD 2001»
16 years 3 months ago
Data mining with sparse grids using simplicial basis functions
Recently we presented a new approach [18] to the classification problem arising in data mining. It is based on the regularization network approach but, in contrast to other method...
Jochen Garcke, Michael Griebel
159
Voted
SIGCOMM
2012
ACM
13 years 5 months ago
Mirror mirror on the ceiling: flexible wireless links for data centers
Modern data centers are massive, and support a range of distributed applications across potentially hundreds of server racks. As their utilization and bandwidth needs continue to ...
Xia Zhou, Zengbin Zhang, Yibo Zhu, Yubo Li, Saipri...