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» Querying Big Data by Accessing Small Data
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SDM
2003
SIAM
123views Data Mining» more  SDM 2003»
15 years 19 days ago
Fast Online SVD Revisions for Lightweight Recommender Systems
The singular value decomposition (SVD) is fundamental to many data modeling/mining algorithms, but SVD algorithms typically have quadratic complexity and require random access to ...
Matthew Brand
ICIP
2003
IEEE
16 years 27 days ago
Statistical learning for effective visual information retrieval
For effective retrieval of visual information, statistical learning plays a pivotal role. Statistical learning in such a context faces at least two major mathematical challenges: ...
Edward Y. Chang, Beitao Li, Gang Wu, Kingshy Goh
IJSNET
2007
169views more  IJSNET 2007»
14 years 11 months ago
ART: an asymmetric and reliable transport mechanism for wireless sensor networks
: Many applications developed for wireless sensor networks (WSNs) demand for Reliable communication service, since majority of these applications are event-critical applications. T...
Nurcan Tezcan, Wenye Wang
ESA
2010
Springer
185views Algorithms» more  ESA 2010»
15 years 11 days ago
Fast Routing in Very Large Public Transportation Networks Using Transfer Patterns
We show how to route on very large public transportation networks (up to half a billion arcs) with average query times of a few milliseconds. We take into account many realistic fe...
Hannah Bast, Erik Carlsson, Arno Eigenwillig, Robe...
ICS
2005
Tsinghua U.
15 years 4 months ago
Disk layout optimization for reducing energy consumption
Excessive power consumption is becoming a major barrier to extracting the maximum performance from high-performance parallel systems. Therefore, techniques oriented towards reduci...
Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir