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IJCAI
2003
15 years 4 months ago
AUC: a Statistically Consistent and more Discriminating Measure than Accuracy
Predictive accuracy has been used as the main and often only evaluation criterion for the predictive performance of classification learning algorithms. In recent years, the area ...
Charles X. Ling, Jin Huang, Harry Zhang
ICDCSW
2007
IEEE
15 years 9 months ago
Using a Context Quality Measure for Improving Smart Appliances
Many Ubicomp appliances require the recognition of context. Existing context systems do not provide information about the quality of the context recognizied to the appliance at ru...
Martin Berchtold, Christian Decker, Till Riedel, T...
STACS
2005
Springer
15 years 8 months ago
Centrality Measures Based on Current Flow
Abstract. We consider variations of two well-known centrality measures, betweenness and closeness, with a different model of information spread. Rather than along shortest paths o...
Ulrik Brandes, Daniel Fleischer
ICRA
2002
IEEE
97views Robotics» more  ICRA 2002»
15 years 8 months ago
Stochastic Cloning: A Generalized Framework for Processing Relative State Measurements
This paper introduces a generalized framework, termed “stochastic cloning,” for processing relative state measurements within a Kalman filter estimator. The main motivation a...
Stergios I. Roumeliotis, Joel W. Burdick
ISLPED
2000
ACM
110views Hardware» more  ISLPED 2000»
15 years 7 months ago
Cycle-accurate energy consumption measurement and analysis: case study of ARM7TDMI
We introduce an energy consumption analysis of complex digital systems through a case study of ARM7TDMI RISC processor by using a new energy measurement technique. We developed a ...
Naehyuck Chang, Kwanho Kim, Hyung Gyu Lee