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» Finding a Path to Model Consistency
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CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
14 years 10 months ago
Aggregation-based model reduction of a Hidden Markov Model
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
122
Voted
ACL
2004
15 years 4 months ago
A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell Tree
This paper proposes a new approach for coreference resolution which uses the Bell tree to represent the search space and casts the coreference resolution problem as finding the be...
Xiaoqiang Luo, Abraham Ittycheriah, Hongyan Jing, ...
106
Voted
ICPR
2008
IEEE
16 years 4 months ago
On efficient Viterbi decoding for hidden semi-Markov models
We present algorithms for improved Viterbi decoding for the case of hidden semi-Markov models. By carefully constructing directed acyclic graphs, we pose the decoding problem as t...
Bonnie K. Ray, Jianying Hu, Ritendra Datta
SAC
2006
ACM
15 years 9 months ago
Trust-decisions on the base of maximal information of recommended direct-trust
Nowadays the concept of trust in computer communications starts to get more and more popular. While the idea of trust in human interaction seems to be obvious and understandable i...
Uwe Roth, Volker Fusenig
125
Voted
CMG
2001
15 years 4 months ago
Jump Start Your Performance Career Using Analytic Modeling
What is the career path for a performance analyst? A capacity planner? Most technicians paid their dues in the trenches of systems programming or operations. Having done it all, t...
Denise P. Kalm