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» Pattern Recognition Using Functions of Multiple Instances
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KDD
2006
ACM
115views Data Mining» more  KDD 2006»
14 years 7 months ago
Supervised probabilistic principal component analysis
Principal component analysis (PCA) has been extensively applied in data mining, pattern recognition and information retrieval for unsupervised dimensionality reduction. When label...
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Krieg...
AIPR
2003
IEEE
14 years 14 hour ago
Quick Response Airborne Deployment of Viper Muzzle Flash Detection and Location System During DC Sniper Attacks
The VIPER infrared muzzle flash detection system was deployed from a helicopter and an airship in response to the Washington, DC area sniper attacks in October 2002. The system co...
M. Pauli, M. C. Ertem, E. Heidhausen
AAAI
1990
13 years 7 months ago
The Design of a Marker Passing Architecture for Knowledge Processing
Knowledge processing is very demanding on computer architectures. Knowledge processing generates subcomputation paths at an exponential rate. It is memory intensive and has high c...
Wing Lee, Dan I. Moldovan
KDD
2012
ACM
190views Data Mining» more  KDD 2012»
11 years 9 months ago
Multi-label hypothesis reuse
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou
BMCBI
2010
125views more  BMCBI 2010»
13 years 6 months ago
Large-scale prediction of protein-protein interactions from structures
Background: The prediction of protein-protein interactions is an important step toward the elucidation of protein functions and the understanding of the molecular mechanisms insid...
Martial Hue, Michael Riffle, Jean-Philippe Vert, W...