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» Active Mining in a Distributed Setting
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106
Voted
CIKM
2010
Springer
14 years 11 months ago
Partial drift detection using a rule induction framework
The major challenge in mining data streams is the issue of concept drift, the tendency of the underlying data generation process to change over time. In this paper, we propose a g...
Damon Sotoudeh, Aijun An
100
Voted
ICDM
2009
IEEE
141views Data Mining» more  ICDM 2009»
14 years 10 months ago
Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data
Scientists increasingly use ensemble data sets to explore relationships present in dynamic systems. Ensemble data sets combine spatio-temporal simulation results generated using mu...
Kristin Potter, Andrew Wilson, Peer-Timo Bremer, D...
118
Voted
ATAL
2003
Springer
15 years 5 months ago
Distributing the control of a temporal network among multiple agents
Agents collaborating on a set of tasks subject to temporal constraints must coordinate their activities to ensure that all of the temporal constraints are ultimately satisfied. S...
Luke Hunsberger
94
Voted
EDOC
2002
IEEE
15 years 5 months ago
Constraint Based Network Adaptation for Ubiquitous Applications
In this paper, we present a constraint-based approach for selecting and deploying active network components, called proxylets, which execute on servers within the network to perfo...
Krish T. Krishnakumar, Morris Sloman
72
Voted
EUROSYS
2009
ACM
15 years 9 months ago
Transparent checkpoints of closed distributed systems in Emulab
Emulab is a testbed for networked and distributed systems experimentation. Two guiding principles of its design are realism and control of experimentation. There is an inherent te...
Anton Burtsev, Prashanth Radhakrishnan, Mike Hible...