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» Pattern Recognition Using Functions of Multiple Instances
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232
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ROCAI
2004
Springer
15 years 8 months ago
Learning Mixtures of Localized Rules by Maximizing the Area Under the ROC Curve
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
Tobias Sing, Niko Beerenwinkel, Thomas Lengauer
320
Voted

Publication
363views
14 years 1 months ago
Detecting and Discriminating Behavioural Anomalies
This paper aims to address the problem of anomaly detection and discrimination in complex behaviours, where anomalies are subtle and difficult to detect owing to the complex tempor...
Chen Change Loy, Tao Xiang, Shaogang Gong
120
Voted
HICSS
2002
IEEE
150views Biometrics» more  HICSS 2002»
15 years 7 months ago
AUI: A Programming Language for Developing Plastic Interactive Software
With the proliferation of consumer computing devices with varied display and input characteristics, it has become desirable to develop interactive systems that are usable across m...
Kevin A. Schneider, James R. Cordy
231
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AIEDAM
2011
14 years 9 months ago
Discovering implicit constraints in design
In familiar design domains, expert designers are able to quickly focus on “good designs”, based on constraints they have learned while exploring the design space. This ability ...
Madan Mohan Dabbeeru, Amitabha Mukerjee
111
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ICASSP
2011
IEEE
14 years 6 months ago
Music algorithm to localize sources with unknown directivity in acoustic imaging
The Multiple Signal Classification (MUSIC) algorithm for acoustic imaging most commonly assumes that all sources have undirectional radiation pattern. We here propose a modifica...
Forooz Shahbazi Avarvand, Andreas Ziehe, Guido Nol...