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» Improving Random Projections Using Marginal Information
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SIGIR
2009
ACM
15 years 6 months ago
An improved markov random field model for supporting verbose queries
Recent work in supervised learning of term-based retrieval models has shown significantly improved accuracy can often be achieved via better model estimation [2, 10, 11, 17]. In ...
Matthew Lease
IJON
2006
78views more  IJON 2006»
14 years 11 months ago
Improving self-organization of document collections by semantic mapping
In text management tasks, the dimensionality reduction becomes necessary to computation and interpretability of the results generated by machine learning algorithms. This paper de...
Renato Fernandes Corrêa, Teresa Bernarda Lud...
BILDMED
2007
115views Algorithms» more  BILDMED 2007»
15 years 1 months ago
Method for Projecting Functional 3D Information onto Anatomic Surfaces
Today the main challenge in cancer surgery is increasing the accuracy in tumor resections. Malignant cells must be completely removed, while harm to the surrounding healthy tissue ...
Oleg Kishenkov, Thomas Wendler, Jörg Traub, S...
SAT
2005
Springer
162views Hardware» more  SAT 2005»
15 years 5 months ago
Heuristics for Fast Exact Model Counting
An important extension of satisfiability testing is model-counting, a task that corresponds to problems such as probabilistic reasoning and computing the permanent of a Boolean ma...
Tian Sang, Paul Beame, Henry A. Kautz
KDD
2006
ACM
164views Data Mining» more  KDD 2006»
16 years 3 days ago
Assessing data mining results via swap randomization
The problem of assessing the significance of data mining results on high-dimensional 0?1 data sets has been studied extensively in the literature. For problems such as mining freq...
Aristides Gionis, Heikki Mannila, Panayiotis Tsapa...