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BMCBI
2010
158views more  BMCBI 2010»
15 years 4 months ago
A Bayesian network approach to feature selection in mass spectrometry data
Background: Time-of-flight mass spectrometry (TOF-MS) has the potential to provide non-invasive, high-throughput screening for cancers and other serious diseases via detection of ...
Karl W. Kuschner, Dariya I. Malyarenko, William E....
COMCOM
2006
95views more  COMCOM 2006»
15 years 4 months ago
E-Span and LPT for data aggregation in wireless sensor networks
In wireless sensor networks (WSNs), when a stimulus or event is detected within a particular region, data reports from the neighboring sensor nodes (sources) are sent to the sink ...
Weinan Marc Lee, Vincent W. S. Wong
ICML
2008
IEEE
16 years 5 months ago
Laplace maximum margin Markov networks
We propose Laplace max-margin Markov networks (LapM3 N), and a general class of Bayesian M3 N (BM3 N) of which the LapM3 N is a special case with sparse structural bias, for robus...
Jun Zhu, Eric P. Xing, Bo Zhang
INFOCOM
2010
IEEE
15 years 3 months ago
A Balanced Consistency Maintenance Protocol for Structured P2P Systems
—A fundamental challenge of managing mutable data replication in a Peer-to-Peer (P2P) system is how to efficiently maintain consistency under various sharing patterns with heter...
Yi Hu, Min Feng, Laxmi N. Bhuyan
DATESO
2008
131views Database» more  DATESO 2008»
15 years 6 months ago
Towards Cost-based Optimizations of Twig Content-based Queries
Abstract In recent years, many approaches to indexing XML data have appeared. These approaches attempt to process XML queries efficiently and sufficient query plans are built for t...
Michal Krátký, Radim Baca