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AUSDM
2008
Springer
246views Data Mining» more  AUSDM 2008»
15 years 1 months ago
A New Evaluation Measure for Imbalanced Datasets
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
Cheng G. Weng, Josiah Poon
DAC
2005
ACM
15 years 1 months ago
Multiplexer restructuring for FPGA implementation cost reduction
This paper presents a novel synthesis algorithm that reduces the area needed for implementing multiplexers on an FPGA by an average of 18%. This is achieved by reducing the number...
Paul Metzgen, Dominic Nancekievill
IC
2008
15 years 1 months ago
mDNS - A Proposal for Hierarchical Multicast Session Directory Architecture
Bandwidth in the Internet is constantly increasing. The last mile problem of the Internet has almost been solved. Multimedia has emerged as a dominant type of traffic on the Intern...
Piyush Harsh, Richard Newman
IJCAI
2007
15 years 1 months ago
State Space Search for Risk-Averse Agents
We investigate search problems under risk in statespace graphs, with the aim of finding optimal paths for risk-averse agents. We consider problems where uncertainty is due to the...
Patrice Perny, Olivier Spanjaard, Louis-Xavier Sto...
UAI
2001
15 years 1 months ago
UCP-Networks: A Directed Graphical Representation of Conditional Utilities
We propose a directed graphical representation of utility functions, called UCP-networks, that combines aspects of two existing preference models: generalized additive models and ...
Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman