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CIKM
2009
Springer
15 years 5 months ago
Evaluating top-k queries over incomplete data streams
We study the problem of continuous monitoring of top-k queries over multiple non-synchronized streams. Assuming a sliding window model, this general problem has been a well addres...
Parisa Haghani, Sebastian Michel, Karl Aberer
93
Voted
SAC
2005
ACM
15 years 4 months ago
Learning decision trees from dynamic data streams
: This paper presents a system for induction of forest of functional trees from data streams able to detect concept drift. The Ultra Fast Forest of Trees (UFFT) is an incremental a...
João Gama, Pedro Medas, Pedro Pereira Rodri...
106
Voted
WOSP
2010
ACM
15 years 5 months ago
Agile resource management in a virtualized data center
In this paper we develop, implement and evaluate an approach to quickly reassign resources for a virtualized utility computing platform. The approach provides this platform agilit...
Wei Zhang, Hangwei Qian, Craig E. Wills, Michael R...
KDD
2008
ACM
155views Data Mining» more  KDD 2008»
15 years 11 months ago
Factorization meets the neighborhood: a multifaceted collaborative filtering model
Recommender systems provide users with personalized suggestions for products or services. These systems often rely on Collaborating Filtering (CF), where past transactions are ana...
Yehuda Koren
79
Voted
IDEAS
1999
IEEE
134views Database» more  IDEAS 1999»
15 years 3 months ago
The EyeDB OODBMS
This paper introduces the EYEDB Object Oriented DataBase Management System (OODBMS). EYEDB implements all the standard features of OODBMS, is language oriented, provides a generic...
Eric Viara, Emmanuel Barillot, Guy Vaysseix