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ICML
2003
IEEE
14 years 8 months ago
An Analysis of Rule Evaluation Metrics
In this paper we analyze the most popular evaluation metrics for separate-and-conquer rule learning algorithms. Our results show that all commonly used heuristics, including accur...
Johannes Fürnkranz, Peter A. Flach
GLOBECOM
2006
IEEE
14 years 1 months ago
Optimal Routing in the Worst-Case-Error Metric
— This paper considers the problem of finding the path with minimum (zero) worst possible number of errors in a network with V nodes where (1) some nodes are capable of correcti...
Edwin Soedarmadji
VLDB
2005
ACM
86views Database» more  VLDB 2005»
14 years 1 months ago
One-Pass Wavelet Synopses for Maximum-Error Metrics
We study the problem of computing waveletbased synopses for massive data sets in static and streaming environments. A compact representation of a data set is obtained after a thre...
Panagiotis Karras, Nikos Mamoulis
WDAG
2005
Springer
82views Algorithms» more  WDAG 2005»
14 years 1 months ago
Distributed Transactional Memory for Metric-Space Networks
Transactional Memory is a concurrent programming API in which concurrent threads synchronize via transactions (instead of locks). Although this model has mostly been studied in the...
Maurice Herlihy, Ye Sun
FSKD
2009
Springer
103views Fuzzy Logic» more  FSKD 2009»
14 years 16 days ago
The Effect of Distance Metrics on Boosting with Dynamic Weighting Schemes
—This paper presents some preliminary experimental results on RegionBoost, which is a typical example of a class of Boosting algorithms based on dynamic weighting schemes. It is ...
Xinzhu Yang, Bo Yuan, Wenhuang Liu