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» Active Mining in a Distributed Setting
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249
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SADM
2010
196views more  SADM 2010»
14 years 10 months ago
Bayesian adaptive nearest neighbor
: The k nearest neighbor classification (k-NN) is a very simple and popular method for classification. However, it suffers from a major drawback, it assumes constant local class po...
Ruixin Guo, Sounak Chakraborty
VLDB
2007
ACM
124views Database» more  VLDB 2007»
15 years 9 months ago
Ad-hoc Top-k Query Answering for Data Streams
A top-k query retrieves the k highest scoring tuples from a data set with respect to a scoring function defined on the attributes of a tuple. The efficient evaluation of top-k q...
Gautam Das, Dimitrios Gunopulos, Nick Koudas, Niko...
145
Voted
IVS
2008
121views more  IVS 2008»
15 years 3 months ago
Using treemaps for variable selection in spatio-temporal visualisation
We demonstrate and reflect upon the use of enhanced treemaps that incorporate spatial and temporal ordering for exploring a large multivariate spatio-temporal data set. The result...
Aidan Slingsby, Jason Dykes, Jo Wood
145
Voted
E4MAS
2005
Springer
15 years 9 months ago
A Survey of Environments and Mechanisms for Human-Human Stigmergy
Stigmergy (the coordination of agents through signs they make and sense in a shared environment) was originally articulated in the study of social insects. Its basic processes are ...
H. Van Dyke Parunak
127
Voted
SIGMETRICS
2003
ACM
136views Hardware» more  SIGMETRICS 2003»
15 years 9 months ago
Internet intrusions: global characteristics and prevalence
Network intrusions have been a fact of life in the Internet for many years. However, as is the case with many other types of Internet-wide phenomena, gaining insight into the glob...
Vinod Yegneswaran, Paul Barford, Johannes Ullrich