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KDD
2010
ACM
287views Data Mining» more  KDD 2010»
13 years 11 months ago
Designing efficient cascaded classifiers: tradeoff between accuracy and cost
We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu
ECLIPSE
2005
ACM
13 years 11 months ago
NaCIN: an Eclipse plug-in for program navigation-based concern inference
In this paper we describe NaCIN, an Eclipse plug-in that records a developer’s code navigation activity and produces sets of elements potentially implementing different concerns...
Imran Majid, Martin P. Robillard
COLT
2008
Springer
13 years 10 months ago
Model Selection and Stability in k-means Clustering
Clustering Stability methods are a family of widely used model selection techniques applied in data clustering. Their unifying theme is that an appropriate model should result in ...
Ohad Shamir, Naftali Tishby
CSCW
2008
ACM
13 years 10 months ago
Mopping up: modeling wikipedia promotion decisions
This paper presents a model of the behavior of candidates for promotion to administrator status in Wikipedia. It uses a policy capture framework to highlight similarities and diff...
Moira Burke, Robert Kraut
ESORICS
2008
Springer
13 years 10 months ago
A Framework for the Analysis of Mix-Based Steganographic File Systems
Abstract. The goal of Steganographic File Systems (SFSs) is to protect users from coercion attacks by providing plausible deniability on the existence of hidden files. We consider ...
Claudia Díaz, Carmela Troncoso, Bart Prenee...