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ERSHOV
2006
Springer
15 years 8 months ago
Streaming Networks for Coordinating Data-Parallel Programs
A new coordination language for distributed data-parallel programs is presented, call SNet. The intention of SNet is to introduce advanced structuring techniques into a coordinatio...
Clemens Grelck, Sven-Bodo Scholz, Alexander V. Sha...
WWW
2008
ACM
16 years 5 months ago
The seamless browser: enhancing the speed of web browsing by zooming and preview thumbnails
In this paper, we present a new web browsing system, Seamless Browser, for fast link traversal on a large screen like TV In navigating web, users mainly suffer from cognitive over...
ByungIn Yoo, JongHo Lea, YeunBae Kim
143
Voted
JMLR
2010
106views more  JMLR 2010»
14 years 12 months ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
KDD
2008
ACM
199views Data Mining» more  KDD 2008»
16 years 5 months ago
Building semantic kernels for text classification using wikipedia
Document classification presents difficult challenges due to the sparsity and the high dimensionality of text data, and to the complex semantics of the natural language. The tradi...
Pu Wang, Carlotta Domeniconi
149
Voted
EACL
1993
ACL Anthology
15 years 6 months ago
An Endogeneous Corpus-Based Method for Structural Noun Phrase Disambiguation
In this paper, we describe a method for structural noun phrase disambiguation which mainly relies on the examination of the text corpus under analysis and doesn't need to int...
Didier Bourigault