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» Trace Machines for Observing Continuous-Time Markov Chains
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144
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JSAC
2008
95views more  JSAC 2008»
14 years 11 months ago
Cognitive Medium Access: Constraining Interference Based on Experimental Models
In this paper we design a cognitive radio that can coexist with multiple parallel WLAN channels while abiding by an interference constraint. The interaction between both systems is...
Stefan Geirhofer, Lang Tong, Brian M. Sadler
131
Voted
ICML
2008
IEEE
16 years 1 months ago
Modeling interleaved hidden processes
Hidden Markov models assume that observations in time series data stem from some hidden process that can be compactly represented as a Markov chain. We generalize this model by as...
Niels Landwehr
167
Voted
WWW
2010
ACM
15 years 8 months ago
Factorizing personalized Markov chains for next-basket recommendation
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
Steffen Rendle, Christoph Freudenthaler, Lars Schm...
91
Voted
ECML
2006
Springer
15 years 4 months ago
Deconvolutive Clustering of Markov States
In this paper we formulate the problem of grouping the states of a discrete Markov chain of arbitrary order simultaneously with deconvolving its transition probabilities. As the na...
Ata Kabán, Xin Wang
100
Voted
AINA
2008
IEEE
15 years 7 months ago
Thread Allocation in Chip Multiprocessor Based Multithreaded Network Processors
—This work tries to derive ideas for thread allocation in Chip Multiprocessor (CMP)-based network processors performing general applications by Continuous-Time Markov Chain model...
Yi-Neng Lin, Ying-Dar Lin, Yuan-Cheng Lai