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» Uncertainty Reduction Using Dynamics
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140
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ICASSP
2008
IEEE
15 years 9 months ago
Discriminative feature selection for hidden Markov models using Segmental Boosting
We address the feature selection problem for hidden Markov models (HMMs) in sequence classification. Temporal correlation in sequences often causes difficulty in applying featur...
Pei Yin, Irfan A. Essa, Thad Starner, James M. Reh...
138
Voted
ISBI
2007
IEEE
15 years 9 months ago
Generalized K-T Blast and K-T Sense Using Focuss
According to the recent theory of compressed sensing, accurate reconstruction is possible even from data samples dramatically smaller than Nyquist sampling limit as long as the un...
Hong Jung, Jaeheung Yoo, Jong Chul Ye
187
Voted
IWDC
2005
Springer
210views Communications» more  IWDC 2005»
15 years 8 months ago
Mobile Agent Based Message Communication in Large Ad Hoc Networks Through Co-operative Routing Using Inter-agent Negotiation at
:- The wide availability of mobile devices equipped with wireless communication capabilities together with the technical possibility to form ad hoc networks paves the way for build...
Parama Bhaumik, Somprakash Bandyopadhyay
111
Voted
MICRO
2000
IEEE
95views Hardware» more  MICRO 2000»
15 years 6 months ago
Very low power pipelines using significance compression
Data, addresses, and instructions are compressed by maintaining only significant bytes with two or three extension bits appended to indicate the significant byte positions. This s...
Ramon Canal, Antonio González, James E. Smi...
124
Voted
ICML
2004
IEEE
16 years 3 months ago
Parameter space exploration with Gaussian process trees
Computer experiments often require dense sweeps over input parameters to obtain a qualitative understanding of their response. Such sweeps can be prohibitively expensive, and are ...
Robert B. Gramacy, Herbert K. H. Lee, William G. M...