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» Similarity estimation techniques from rounding algorithms
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MLDM
2009
Springer
15 years 10 months ago
Regional Pattern Discovery in Geo-referenced Datasets Using PCA
Existing data mining techniques mostly focus on finding global patterns and lack the ability to systematically discover regional patterns. Most relationships in spatial datasets ar...
Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Or...
154
Voted
COLT
2000
Springer
15 years 8 months ago
PAC Analogues of Perceptron and Winnow via Boosting the Margin
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
Rocco A. Servedio
147
Voted
JCB
2008
106views more  JCB 2008»
15 years 3 months ago
Statistics of Random Protein Superpositions: p-Values for Pairwise Structure Alignment
Quantification of statistical significance is essential for the interpretation of protein structural similarity. To address this, a random model for protein structure comparison w...
James O. Wrabl, Nick V. Grishin
153
Voted
IPPS
1999
IEEE
15 years 7 months ago
Compiler Analysis to Support Compiled Communication for HPF-Like Programs
By managing network resources at compile time, the compiled communication technique greatly improves the communication performance for communication patterns that are known at com...
Xin Yuan, Rajiv Gupta, Rami G. Melhem
ICMCS
2008
IEEE
219views Multimedia» more  ICMCS 2008»
15 years 10 months ago
Application-aware optimization of packet scheduling for video communications over intervehicle ad hoc networks
This paper focuses on optimizing real-time intervehicle video communications from an image analysis perspective. Differently from traditional multimedia communication schemes whic...
Enrico Masala