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PARA
2004
Springer
15 years 11 months ago
A Cache-Aware Algorithm for PDEs on Hierarchical Data Structures
A big challenge in implementing up to date simulation software for various applications is to bring together highly efficient mathematical methods on the one hand side and an ef...
Frank Günther, Miriam Mehl, Markus Pögl,...
TELSYS
2008
70views more  TELSYS 2008»
15 years 6 months ago
On the traffic modeling of burst aggregation algorithms using video and data traces
We obtain analytically the delay per packet in a burst for the three burst aggregation algorithms: Time based, Burst Length based and mixed Time and Burst Length based, assuming r...
Xenia Mountrouidou
SDM
2010
SIAM
184views Data Mining» more  SDM 2010»
15 years 7 months ago
A Robust Decision Tree Algorithm for Imbalanced Data Sets
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
FTTCS
2006
132views more  FTTCS 2006»
15 years 6 months ago
Algorithms and Data Structures for External Memory
Data sets in large applications are often too massive to fit completely inside the computer's internal memory. The resulting input/output communication (or I/O) between fast ...
Jeffrey Scott Vitter
WSC
2008
15 years 8 months ago
A modeling-based classification algorithm validated with simulated data
We present a Generalized Lotka-Volterra (GLV) based approach for modeling and simulation of supervised inductive learning, and construction of an efficient classification algorith...
Karen Hovsepian, Peter Anselmo, Subhasish Mazumdar