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SDM
2003
SIAM
123views Data Mining» more  SDM 2003»
13 years 9 months 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
KRDB
1998
93views Database» more  KRDB 1998»
13 years 9 months ago
Intelligent Caching for Information Mediators: A KR Based Approach
We present a semantic caching approach for optimizing the performance of information mediators. A critical problem with information mediators, particularly those gathering and int...
Naveen Ashish, Craig A. Knoblock, Cyrus Shahabi
WSC
1997
13 years 9 months ago
Sea Based Logistics: Distribution Problems for Future Global Contingencies
Evolving doctrine in the U. S. Marine Corps emphasizes small, highly-mobile forces, supported from the sea rather than from large, land-based supply points. We introduce some emer...
Keebom Kang, Kevin R. Gue
USENIX
1994
13 years 9 months ago
A Better Update Policy
y-filled data block results in a delayed write,Abstract while a modification that fills a block results in an immediate, although asynchronous, write. TheSome file systems can dela...
Jeffrey C. Mogul
IJCAI
1989
13 years 9 months ago
Input Data Management in Real-Time AI Systems
A real-time AI system in the real world needs to monitor an immense volume of data. To do this, the system must filter out much of the incoming data. However, it must remain re­ ...
Richard Washington, Barbara Hayes-Roth