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ICML
2009
IEEE
14 years 10 months ago
Robust bounds for classification via selective sampling
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...
Nicolò Cesa-Bianchi, Claudio Gentile, Franc...
SIGSOFT
2006
ACM
14 years 10 months ago
Lightweight extraction of syntactic specifications
A method for extracting syntactic specifications from heapmanipulating code is described. The state of the heap is represented as an environment mapping each variable or field to ...
Mana Taghdiri, Robert Seater, Daniel Jackson
STOC
2003
ACM
142views Algorithms» more  STOC 2003»
14 years 10 months ago
Optimal probabilistic fingerprint codes
We construct binary codes for fingerprinting. Our codes for n users that are -secure against c pirates have length O(c2 log(n/ )). This improves the codes proposed by Boneh and Sh...
Gábor Tardos
IEEEIAS
2009
IEEE
14 years 4 months ago
Detecting Stepping-Stone Intruders with Long Connection Chains
: A common technique hacker use is to route their traffic through a chain of stepping-stone hosts. It is generally agreed that there is no valid reason to use a long connection cha...
Wei Ding, Matthew J. Hausknecht, Shou-Hsuan Stephe...
ACIVS
2009
Springer
14 years 4 months ago
Behavioral State Detection of Newborns Based on Facial Expression Analysis
Abstract. Prematurely born infants are observed at a Neonatal Intensive Care Unit (NICU) for medical treatment. Whereas vital body functions are continuously monitored, their incub...
Lykele Hazelhoff, Jungong Han, Sidarto Bambang-Oet...