Sciweavers

3949 search results - page 234 / 790
» Machine Learning and Data Mining
Sort
View
138
Voted
SAC
2004
ACM
15 years 9 months ago
Unsupervised learning techniques for an intrusion detection system
With the continuous evolution of the types of attacks against computer networks, traditional intrusion detection systems, based on pattern matching and static signatures, are incr...
Stefano Zanero, Sergio M. Savaresi
115
Voted
ICDM
2007
IEEE
106views Data Mining» more  ICDM 2007»
15 years 10 months ago
High-Speed Function Approximation
We address a new learning problem where the goal is to build a predictive model that minimizes prediction time (the time taken to make a prediction) subject to a constraint on mod...
Biswanath Panda, Mirek Riedewald, Johannes Gehrke,...
ECTEL
2010
Springer
15 years 2 months ago
A Framework for the Domain-Independent Collection of Attention Metadata
Abstract. We present a simple and extendible framework to collect attention metadata and store them for further analysis. Currently, several metadata collectors have been implement...
Maren Scheffel, Martin Friedrich, Katja Niemann, U...
128
Voted
ICDM
2003
IEEE
104views Data Mining» more  ICDM 2003»
15 years 9 months ago
Structure Search and Stability Enhancement of Bayesian Networks
Learning Bayesian network structure from large-scale data sets, without any expertspecified ordering of variables, remains a difficult problem. We propose systematic improvements ...
Hanchuan Peng, Chris H. Q. Ding
154
Voted
WSDM
2010
ACM
211views Data Mining» more  WSDM 2010»
15 years 8 months ago
IntervalRank - Isotonic Regression with Listwise and Pairwise Constraints
Ranking a set of retrieved documents according to their relevance to a given query has become a popular problem at the intersection of web search, machine learning, and informatio...
Taesup Moon, Alex Smola, Yi Chang, Zhaohui Zheng