AAAI
2008
13 years 7 months ago
2008
This work addresses the problem of in-the-dark traffic classification for TCP sessions, an important problem in network management. An innovative use of support vector machines (S...
AAAI
2008
13 years 7 months ago
2008
Machine learning systems are deployed in many adversarial conditions like intrusion detection, where a classifier has to decide whether a sequence of actions come from a legitimat...
AAAI
2008
13 years 7 months ago
2008
AAAI
2008
13 years 7 months ago
2008
In this paper, we propose a semi-supervised learning (SSL) algorithm based on local and global regularization. In the local regularization part, our algorithm constructs a regular...
AAAI
2008
13 years 7 months ago
2008
AAAI
2008
13 years 7 months ago
2008
We are interested in the problem of reasoning over very large common sense knowledge bases. When such a knowledge base contains noisy and subjective data, it is important to have ...
AAAI
2008
13 years 7 months ago
2008
AAAI
2008
13 years 7 months ago
2008
AAAI
2008
13 years 7 months ago
2008
We study the relative best-case performance of DPLL-based structure-aware SAT solvers in terms of the power of the underlying proof systems. The systems result from (i) varying th...
AAAI
2008
13 years 7 months ago
2008
The Intelligence in Wikipedia project at the University of Washington is combining self-supervised information extraction (IE) techniques with a mixed initiative interface designe...