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» Decision Making Using Probabilistic Inference Methods
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ICMCS
2006
IEEE
138views Multimedia» more  ICMCS 2006»
15 years 8 months ago
An Effective Mode Decision Scheme in Macroblock-Based PFGS
The Progressive Fine Granularity Scalable (PFGS) coding is a promising technique for streaming video applications. The macroblock-based PFGS coding proposes several INTER modes fo...
Tiantian Sun, Jizheng Xu, Feng Wu, Wen Gao
IJPRAI
2002
93views more  IJPRAI 2002»
15 years 2 months ago
Improving Stability of Decision Trees
Decision-tree algorithms are known to be unstable: small variations in the training set can result in different trees and different predictions for the same validation examples. B...
Mark Last, Oded Maimon, Einat Minkov
MM
2009
ACM
277views Multimedia» more  MM 2009»
15 years 8 months ago
Inferring semantic concepts from community-contributed images and noisy tags
In this paper, we exploit the problem of inferring images’ semantic concepts from community-contributed images and their associated noisy tags. To infer the concepts more accura...
Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun ...
NIPS
2008
15 years 3 months ago
Natural Image Denoising with Convolutional Networks
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
Viren Jain, H. Sebastian Seung
CAISE
2010
Springer
15 years 3 months ago
Situational Evaluation of Method Fragments: An Evidence-Based Goal-Oriented Approach
Despite advances in situational method engineering, many software organizations continue to adopt an ad-hoc mix of method fragments from wellknown development methods such as Scrum...
Hesam Chiniforooshan Esfahani, Eric Yu, Jordi Cabo...