Akira HAYASHI


A Nonparametric Bayesian Time Series Alignment Based on Gaussian Processes
Shinji AKIMOTO  Nobuo SUEMATSU  Akira HAYASHI  Kazunori IWATA 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2013/03/01
Vol. J96-D  No. 3  pp. 587-595
Type of Manuscript: Special Section PAPER (Special Issue on Student Research)
Category: 
Keyword: 
time series alignmentGaussian processesMarkov Chain Monte Carlononparametric Bayes
  Summary |  Full Text(in Japanese):PDF (1MB)

Discriminative Models for Time Series Data with Hierarchical Structure
Satoshi KANEKO  Akira HAYASHI  Nobuo SUEMATSU  Kazunori IWATA 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2013/02/01
Vol. J96-D  No. 2  pp. 306-315
Type of Manuscript: PAPER
Category: 
Keyword: 
hierarchical hidden Markov modelsstructured SVMshierarchical time series data
  Summary |  Full Text(in Japanese):PDF (1.2MB)

Hierarchical Hidden Conditional Random Fields
Hirotaka TAMADA  Akira HAYASHI  Nobuo SUEMATSU  Kazunori IWATA 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2010/12/01
Vol. J93-D  No. 12  pp. 2610-2619
Type of Manuscript: PAPER
Category: 
Keyword: 
time series datagenerative modelsdiscriminative modelshierarchical hmmconditional random field
  Summary |  Full Text(in Japanese):PDF (824.2KB)

Representing with Kernel Functions to Recognize Shapes
Yutaka OUCHI  Kazunori IWATA  Nobuo SUEMATSU  Akira HAYASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2009/11/01
Vol. J92-D  No. 11  pp. 2011-2021
Type of Manuscript: PAPER
Category: 
Keyword: 
shape descriptorkernel functionshape recognitionshape context
  Summary |  Full Text(in Japanese):PDF (633.2KB)

A Graph Cut Image Segmentation Based on Quadtree Representation
Yukiya OKUDA  Nobuo SUEMATSU  Akira HAYASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2008/10/01
Vol. J91-D  No. 10  pp. 2540-2549
Type of Manuscript: PAPER
Category: 
Keyword: 
image segmentationquadtreegraph cut
  Summary |  Full Text(in Japanese):PDF (994.3KB)

An Attack against a TSP Knapsack Cryptosystem Using the Tribonacci Sequence
Akira HAYASHI 
Publication:   A - Abstracts of IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences (Japanese Edition)
Publication Date: 2008/10/01
Vol. J91-A  No. 10  pp. 989-992
Type of Manuscript: LETTER
Category: 
Keyword: 
knapsack cryptosystemcryptanalysistribonacci sequence
  Summary |  Full Text(in Japanese):PDF (90.6KB)

Hierarchical Cluster Analysis of Phoneme Data Using RDSP Methods Based on Probability Density Estimation
Yuta ONOSHIRO  Kazunori IWATA  Nobuo SUEMATSU  Akira HAYASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2008/08/01
Vol. J91-D  No. 8  pp. 2196-2200
Type of Manuscript: LETTER
Category: 
Keyword: 
hierarchical cluster analysismixture modelsprobability density estimationphoneme data
  Summary |  Full Text(in Japanese):PDF (290.4KB)

Reduction in the Number of Components in Mixture Models
Kumiko MAEBASHI  Nobuo SUEMATSU  Akira HAYASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2008/04/01
Vol. J91-D  No. 4  pp. 1058-1068
Type of Manuscript: PAPER
Category: 
Keyword: 
mixture modelhierarchical mixture modelsEM algorithmmaximum likelihood method
  Summary |  Full Text(in Japanese):PDF (693.7KB)