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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
MBE, NC
(Joint)
2012-03-15
13:20
Tokyo Tamagawa University Time Series Alignment with Gaussian Process Priors
Shinji Akimoto, Nobuo Suematsu, Akira Hayashi, Kazunori Iwata (Hiroshima City Univ.) NC2011-163
We propose a nonparametric Bayesian approach to time series alignment. Given a set of time series data, we can sometimes... [more] NC2011-163
pp.245-250
NC, MBE
(Joint)
2010-03-09
13:45
Tokyo Tamagawa University A Comparison of HHMMs and HHCRFs in State Sequence Estimation
Hirotaka Tamada, Akira Hayashi, Nobuo Suematsu, Kazunori Iwata (Hiroshima City Univ.) NC2009-105
HMMs (hidden Markov models) are well-known generative models for time series data. Recently, however, CRFs (conditional ... [more] NC2009-105
pp.101-106
NC, MBE
(Joint)
2010-03-09
14:10
Tokyo Tamagawa University Introducing a New Function to Save the Trouble of Parameter Tuning of Softmax Action-Selection
Kenji Ono, Kazunori Iwata, Akira Hayashi, Nobuo Suematsu (Hiroshima City Univ.) NC2009-106
Markov decision processes are one of the most popular frameworks for reinforcement learning. The entropy of probability ... [more] NC2009-106
pp.107-112
NC, MBE
(Joint)
2010-03-10
13:20
Tokyo Tamagawa University ARMA Model Based Time Series Clustering Using Dirichlet Process Mixture Models
Yuki Washizu, Nobuo Suematsu, Akira Hayashi, Kazunori Iwata (Hiroshima City Univ) NC2009-135
Dirichlet Process Mixture (DPM) models allow nonparametric mixture modeling in which the number of mixture components is... [more] NC2009-135
pp.279-284
NC, MBE
(Joint)
2008-03-14
11:10
Tokyo Tamagawa Univ Hierarchical Cluster Analysis of Phoneme Data Using the RDSP Method
Yuta Onoshiro, Kazunori Iwata, Nobuo Suematsu, Akira Hayashi (Hiroshima City Univ.) NC2007-177
The RDSP method is an effective method in hierarchical cluster analysis
when the population of samples is characterize... [more]
NC2007-177
pp.385-390
PRMU, IE 2008-03-10
09:00
Ishikawa   An Improvement of Graph Cut Segmentation Using Quadtree Representation
Yukiya Okuda, Nobuo Suematsu, Akira Hayashi (Hiroshima City Univ.) IE2007-264 PRMU2007-248
In this paper, we propose a graph cut segmentation technique using quadtree representation. The graph cut approach to im... [more] IE2007-264 PRMU2007-248
pp.17-22
PRMU 2006-09-09
11:45
Fukuoka   Human Gait Identification using a Particle Filter
Mitsuharu Emoto, Akira Hayashi, Nobuo Suematsu, Kazunori Iwata (Hiroshima City Univ.)
 [more] PRMU2006-82
pp.41-48
 Results 1 - 7 of 7  /   
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