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ICML
2004
IEEE
15 years 12 months ago
Optimising area under the ROC curve using gradient descent
This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...
Alan Herschtal, Bhavani Raskutti
INFOCOM
2003
IEEE
15 years 11 months ago
Asymptotic Insensitivity of Least-Recently-Used Caching to Statistical Dependency
Abstract— We investigate a widely popular Least-RecentlyUsed (LRU) cache replacement algorithm with semi-Markov modulated requests. Semi-Markov processes provide the flexibility...
Predrag R. Jelenkovic, Ana Radovanovic
ICPADS
2002
IEEE
15 years 11 months ago
A Mobile Cache Consistency Protocol Using Shareable Read/Write Time Locks
Object caching is often used to improve the performance of mobile applications, but the gain is often lessened by the additional load of maintaining consistency between an origina...
Abhinav Vora, Zahir Tari, Peter Bertók, Kwo...
ACL
2008
15 years 7 months ago
Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora
Chinese abbreviations are widely used in modern Chinese texts. Compared with English abbreviations (which are mostly acronyms and truncations), the formation of Chinese abbreviati...
Zhifei Li, David Yarowsky
ACE
2004
224views Education» more  ACE 2004»
15 years 7 months ago
Automating the Estimation of Project Size from Software Design Tools Using Modified Function Points
Final year students in the Bachelor of Computing complete an industry project where they work in teams to build an IT system for an external client. Grading projects in these circ...
Jason Ceddia, Martin Dick