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ACSAC
1999
IEEE
15 years 6 months ago
An Application of Machine Learning to Network Intrusion Detection
Differentiating anomalous network activity from normal network traffic is difficult and tedious. A human analyst must search through vast amounts of data to find anomalous sequenc...
Chris Sinclair, Lyn Pierce, Sara Matzner
119
Voted
KDD
2004
ACM
139views Data Mining» more  KDD 2004»
16 years 2 months ago
Machine learning for online query relaxation
In this paper we provide a fast, data-driven solution to the failing query problem: given a query that returns an empty answer, how can one relax the query's constraints so t...
Ion Muslea
PAMI
2010
190views more  PAMI 2010»
14 years 8 months ago
Linear Regression for Face Recognition
In this paper, we present a novel approach of face identification by formulating the pattern recognition problem in terms of linear regression. Using a fundamental concept that pat...
Imran Naseem, Roberto Togneri, Mohammed Bennamoun
158
Voted
MM
2003
ACM
239views Multimedia» more  MM 2003»
15 years 7 months ago
Foreground object detection from videos containing complex background
This paper proposes a novel method for detection and segmentation of foreground objects from a video which contains both stationary and moving background objects and undergoes bot...
Liyuan Li, Weimin Huang, Irene Y. H. Gu, Qi Tian
IUI
2004
ACM
15 years 7 months ago
WOLD: a mixed-initiative wizard for producing multi-platform user interfaces
WOLD (Wizard fOr Leveraging the Development of multi-platform user interfaces) helps designers to produce running user interfaces to data bases of information systems simultaneous...
Julien Stocq, Jean Vanderdonckt