ML
2010
ACM
13 years 3 months ago
2010
ACM
We present an algorithm, witch, that learns to detect spam hosts or pages on the Web. Unlike most other approaches, it simultaneously exploits the structure of the Web graph as wel...
ML
2010
ACM
13 years 3 months ago
2010
ACM
ML
2010
ACM
13 years 3 months ago
2010
ACM
Current trends demonstrate an increasing use of polymorphism by attackers to disguise their exploits. The ability for malicious code to be easily, and automatically, transformed in...
ML
2010
ACM
13 years 3 months ago
2010
ACM
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
ML
2010
ACM
13 years 3 months ago
2010
ACM
ML
2010
ACM
13 years 3 months ago
2010
ACM
Abstract A dynamic programming algorithm for constructing optimal dyadic decision trees was recently introduced, analyzed, and shown to be very effective for low dimensional data ...
ML
2010
ACM
13 years 3 months ago
2010
ACM
ML
2010
ACM
13 years 3 months ago
2010
ACM
ML
2010
ACM
13 years 3 months ago
2010
ACM
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
ML
2010
ACM
13 years 3 months ago
2010
ACM
We propose two fast algorithms for abrupt change detection in streaming data that can operate on arbitrary unknown data distributions before and after the change. The first algor...