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INFORMS
2010
177views more  INFORMS 2010»
14 years 10 months ago
Binarized Support Vector Machines
The widely used Support Vector Machine (SVM) method has shown to yield very good results in Supervised Classification problems. Other methods such as Classification Trees have bec...
Emilio Carrizosa, Belen Martin-Barragan, Dolores R...
PAMI
2010
164views more  PAMI 2010»
14 years 10 months ago
Large-Scale Discovery of Spatially Related Images
— We propose a randomized data mining method that finds clusters of spatially overlapping images. The core of the method relies on the min-Hash algorithm for fast detection of p...
Ondrej Chum, Jiri Matas
PVLDB
2010
135views more  PVLDB 2010»
14 years 10 months ago
P2PDocTagger: Content management through automated P2P collaborative tagging
As the amount of user generated content grows, personal information management has become a challenging problem. Several information management approaches, such as desktop search,...
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong ...
APWEB
2009
Springer
14 years 9 months ago
Core-Tag Clustering for Web 2.0 Based on Multi-similarity Measurements
Along with the development of Web2.0, folksonomy has become a hot topic related to data mining, information retrieval and social network. The tag semantic is the key for deep under...
Yexi Jiang, Changjie Tang, Kaikuo Xu, Lei Duan, Li...
CORR
2010
Springer
179views Education» more  CORR 2010»
14 years 8 months ago
Comparison of Support Vector Machine and Back Propagation Neural Network in Evaluating the Enterprise Financial Distress
Recently, applying the novel data mining techniques for evaluating enterprise financial distress has received much research alternation. Support Vector Machine (SVM) and back prop...
Ming-Chang Lee, To Chang
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