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113
Voted
ML
2006
ACM
109views Machine Learning» more  ML 2006»
15 years 3 months ago
Cost curves: An improved method for visualizing classifier performance
Abstract This paper introduces cost curves, a graphical technique for visualizing the performance (error rate or expected cost) of 2-class classifiers over the full range of possib...
Chris Drummond, Robert C. Holte
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
15 years 8 months ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last
122
Voted
LCTRTS
2009
Springer
15 years 10 months ago
Debugging FPGA-based packet processing systems through transaction-level communication-centric monitoring
The fine-grained parallelism inherent in FPGAs has encouraged their use in packet processing systems. Debugging and performance evaluation of such complex designs can be signifi...
Paul Edward McKechnie, Michaela Blott, Wim Vanderb...
115
Voted
CODES
2005
IEEE
15 years 9 months ago
FlexPath NP: a network processor concept with application-driven flexible processing paths
In this paper, we present a new architectural concept for network processors called FlexPath NP. The central idea behind FlexPath NP is to systematically map network processor (NP...
Rainer Ohlendorf, Andreas Herkersdorf, Thomas Wild
137
Voted
IEEEPACT
1999
IEEE
15 years 8 months ago
Memory System Support for Image Processing
Image processing applications tend to access their data non-sequentially and reuse that data infrequently. As a result, they tend to perform poorly on conventional memory systems ...
Lixin Zhang, John B. Carter, Wilson C. Hsieh, Sall...