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» An Evaluation Technique for Binarization Algorithms
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ISSTA
2004
ACM
16 years 7 days ago
Testing malware detectors
In today’s interconnected world, malware, such as worms and viruses, can cause havoc. A malware detector (commonly known as virus scanner) attempts to identify malware. In spite...
Mihai Christodorescu, Somesh Jha
KDD
2002
ACM
179views Data Mining» more  KDD 2002»
16 years 7 months ago
Combining clustering and co-training to enhance text classification using unlabelled data
In this paper, we present a new co-training strategy that makes use of unlabelled data. It trains two predictors in parallel, with each predictor labelling the unlabelled data for...
Bhavani Raskutti, Herman L. Ferrá, Adam Kow...
SIGMOD
2008
ACM
125views Database» more  SIGMOD 2008»
16 years 7 months ago
Categorical skylines for streaming data
The problem of skyline computation has attracted considerable research attention. In the categorical domain the problem becomes more complicated, primarily due to the partially-or...
Nikos Sarkas, Gautam Das, Nick Koudas, Anthony K. ...
ASPDAC
2009
ACM
164views Hardware» more  ASPDAC 2009»
16 years 1 months ago
Accounting for non-linear dependence using function driven component analysis
Majority of practical multivariate statistical analyses and optimizations model interdependence among random variables in terms of the linear correlation among them. Though linear...
Lerong Cheng, Puneet Gupta, Lei He
RSKT
2007
Springer
16 years 28 days ago
Mining Associations for Interface Design
Abstract. Consumer research has indicated that consumers use compensatory and non-compensatory decision strategies when formulating their purchasing decisions. Compensatory decisio...
Timothy Maciag, Daryl H. Hepting, Dominik Slezak, ...