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» Improving Cluster Method Quality by Validity Indices
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115
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CSDA
2008
128views more  CSDA 2008»
15 years 18 days ago
On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing
Non-negative Matrix Factorization (NMF) and Probabilistic Latent Semantic Indexing (PLSI) have been successfully applied to document clustering recently. In this paper, we show th...
Chris H. Q. Ding, Tao Li, Wei Peng
ICMCS
2008
IEEE
138views Multimedia» more  ICMCS 2008»
15 years 7 months ago
Using H.264 coded block patterns for fast inter-mode selection
The support of variable block-sizes, though significantly improves the compression efficiency, imposes a big computational challenge on an H.264 encoder. In this paper, we present...
Bo-Yuan Chen, Shih-Hsuan Yang
FPL
2008
Springer
103views Hardware» more  FPL 2008»
15 years 2 months ago
No-break dynamic defragmentation of reconfigurable devices
We propose a new method for defragmenting the module layout of a reconfigurable device, enabled by a novel approach for dealing with communication needs between relocated modules ...
Sándor P. Fekete, Tom Kamphans, Nils Schwee...
108
Voted
JAIR
2010
111views more  JAIR 2010»
14 years 11 months ago
Grounding FO and FO(ID) with Bounds
Grounding is the task of reducing a first-order theory and finite domain to an equivalent propositional theory. It is used as preprocessing phase in many logic-based reasoning s...
Johan Wittocx, Maarten Mariën, Marc Denecker
125
Voted
NIPS
2008
15 years 1 months ago
Semi-supervised Learning with Weakly-Related Unlabeled Data: Towards Better Text Categorization
The cluster assumption is exploited by most semi-supervised learning (SSL) methods. However, if the unlabeled data is merely weakly related to the target classes, it becomes quest...
Liu Yang, Rong Jin, Rahul Sukthankar