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» Large Scale Data Mining: Challenges and Responses
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CSDA
2008
128views more  CSDA 2008»
15 years 6 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
CIKM
2009
Springer
15 years 10 months ago
Low-cost management of inverted files for online full-text search
In dynamic environments with frequent content updates, we require online full-text search that scales to large data collections and achieves low search latency. Several recent met...
Giorgos Margaritis, Stergios V. Anastasiadis
SAC
2010
ACM
15 years 6 months ago
TransPeer: adaptive distributed transaction monitoring for Web2.0 applications
In emerging Web2.0 applications such as virtual worlds or social networking websites, the number of users is very important (tens of thousands), hence the amount of data to manage...
Idrissa Sarr, Hubert Naacke, Stéphane Gan&c...
ICNP
2007
IEEE
16 years 5 days ago
Inferring the Origin of Routing Changes using Link Weights
— The global Internet routing infrastructure is a large and complex distributed system where routing changes occur constantly. Our objective in this paper is to develop a simple ...
Mohit Lad, Ricardo V. Oliveira, Daniel Massey, Lix...
ICDCS
2002
IEEE
15 years 10 months ago
A Practical Approach for ?Zero? Downtime in an Operational Information System
An Operational Information System (OIS) supports a real-time view of an organization’s information critical to its logistical business operations. A central component of an OIS ...
Ada Gavrilovska, Karsten Schwan, Van Oleson