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» Efficient Aggregate Computation over Data Streams
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ICDM
2010
IEEE
226views Data Mining» more  ICDM 2010»
14 years 10 months ago
Edge Weight Regularization over Multiple Graphs for Similarity Learning
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...
Pradeep Muthukrishnan, Dragomir R. Radev, Qiaozhu ...
118
Voted
CSB
2005
IEEE
136views Bioinformatics» more  CSB 2005»
15 years 6 months ago
Computational Method for Temporal Pattern Discovery in Biomedical Genomic Databases
With the rapid growth of biomedical research databases, opportunities for scientific inquiry have expanded quickly and led to a demand for computational methods that can extract b...
Mohammed I. Rafiq, Martin J. O'Connor, Amar K. Das
122
Voted
SIGMOD
2001
ACM
165views Database» more  SIGMOD 2001»
16 years 27 days ago
Mining System Audit Data: Opportunities and Challenges
Intrusion detection is an essential component of computer security mechanisms. It requires accurate and efficient analysis of a large amount of system and network audit data. It c...
Wenke Lee, Wei Fan
119
Voted
PAM
2012
Springer
13 years 8 months ago
A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications
Network administrators are faced with the increasingly challenging task of monitoring their network’s health in real time, drawing upon diverse and voluminous measurement data fe...
Lukasz Golab, Theodore Johnson, Subhabrata Sen, Je...
104
Voted
CGF
2008
135views more  CGF 2008»
15 years 26 days ago
Streaming Surface Reconstruction Using Wavelets
We present a streaming method for reconstructing surfaces from large data sets generated by a laser range scanner using wavelets. Wavelets provide a localized, multiresolution rep...
Josiah Manson, G. Petrova, Scott Schaefer