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» The Stardinates - Visualizing Highly Structured Data
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119
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IJCNN
2007
IEEE
15 years 10 months ago
Spectral Clustering of Synchronous Spike Trains
— In this paper a clustering algorithm that learns the groups of synchronized spike trains directly from data is proposed. Clustering of spike trains based on the presence of syn...
António R. C. Paiva, Sudhir Rao, Il Park, J...
111
Voted
ICDM
2005
IEEE
126views Data Mining» more  ICDM 2005»
15 years 9 months ago
Text Representation: From Vector to Tensor
In this paper, we propose a text representation model, Tensor Space Model (TSM), which models the text by multilinear algebraic high-order tensor instead of the traditional vector...
Ning Liu, Benyu Zhang, Jun Yan, Zheng Chen, Wenyin...
ICDM
2005
IEEE
179views Data Mining» more  ICDM 2005»
15 years 9 months ago
Bagging with Adaptive Costs
Ensemble methods have proved to be highly effective in improving the performance of base learners under most circumstances. In this paper, we propose a new algorithm that combine...
Yi Zhang, W. Nick Street
159
Voted
SEM
2004
Springer
15 years 9 months ago
Integration of a Text Search Engine with a Java Messaging Service
Large-scale information processing applications must rapidly search through high volume streams of structured and unstructured textual data to locate useful information. Content-ba...
Justin Almquist, Ian Gorton, Jereme Haack
145
Voted
DEXAW
2002
IEEE
118views Database» more  DEXAW 2002»
15 years 8 months ago
From Location Databases to Pervasive Catalog
One characteristic of the next generation wireless mobile environments is a high level of interoperability between mobile applications and services. This imposes significant dema...
Panos K. Chrysanthis, Vladimir Zadorozhny