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HCW
1999
IEEE
15 years 2 months ago
Adaptive Distributed Applications on Heterogeneous Networks
Distributed applications execute in environments that can include different network architectures as well as a range of compute platforms. Furthermore, these resources are shared ...
Thomas R. Gross, Peter Steenkiste, Jaspal Subhlok
ICDM
2007
IEEE
162views Data Mining» more  ICDM 2007»
15 years 2 months ago
Exploiting Network Structure for Active Inference in Collective Classification
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
Matthew J. Rattigan, Marc Maier, David Jensen, Bin...
ALGOSENSORS
2008
Springer
15 years 10 days ago
Probabilistic Protocols for Fair Communication in Wireless Sensor Networks
In this work we present three new distributed, probabilistic data propagation protocols for Wireless Sensor Networks which aim at maximizing the network's operational life and...
Ioannis Chatzigiannakis, Lefteris M. Kirousis, Tho...
95
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CIKM
2008
Springer
15 years 9 days ago
Classifying networked entities with modularity kernels
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
Dell Zhang, Robert Mao
CORR
2010
Springer
186views Education» more  CORR 2010»
14 years 10 months ago
Layered Label Propagation: A MultiResolution Coordinate-Free Ordering for Compressing Social Networks
We continue the line of research on graph compression started in [BV04], but we move our focus to the compression of social networks in a proper sense (e.g., LiveJournal): the app...
Paolo Boldi, Marco Rosa, Massimo Santini, Sebastia...