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ACSAC
1999
IEEE
15 years 4 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
KDD
2004
ACM
139views Data Mining» more  KDD 2004»
16 years 3 days 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 6 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
MM
2003
ACM
239views Multimedia» more  MM 2003»
15 years 5 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 5 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