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FIMI
2003
120views Data Mining» more  FIMI 2003»
15 years 5 months ago
MAFIA: A Performance Study of Mining Maximal Frequent Itemsets
We present a performance study of the MAFIA algorithm for mining maximal frequent itemsets from a transactional database. In a thorough experimental analysis, we isolate the effec...
Douglas Burdick, Manuel Calimlim, Jason Flannick, ...
INFOCOM
2012
IEEE
13 years 6 months ago
CARPO: Correlation-aware power optimization in data center networks
—Power optimization has become a key challenge in the design of large-scale enterprise data centers. Existing research efforts focus mainly on computer servers to lower their ene...
Xiaodong Wang, Yanjun Yao, Xiaorui Wang, Kefa Lu, ...
JMLR
2012
13 years 6 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
IROS
2009
IEEE
142views Robotics» more  IROS 2009»
15 years 10 months ago
Haptic feedback for molecular simulation
— In this paper, a new tool dedicated to the analysis and the conception of molecules is presented. It is composed of an adaptive simulation software and a haptic device used to ...
Aude Bolopion, Barthelemy Cagneau, Stephane Redon,...
SIGMETRICS
1997
ACM
117views Hardware» more  SIGMETRICS 1997»
15 years 8 months ago
Informed Multi-Process Prefetching and Caching
Informed prefetching and caching based on application disclosure of future I/O accesses (hints) can dramatically reduce the execution time of I/O-intensive applications. A recent ...
Andrew Tomkins, R. Hugo Patterson, Garth A. Gibson