Tomoyuki HIGUCHI

Classification of Road-Surface Condition by Tire Acceleration Waveform Analysis Based on HMM
Yasushi HANATSUKA  Tomoyuki HIGUCHI  Tomoko MATSUI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2012/03/01
Vol. J95-D  No. 3  pp. 570-577
Type of Manuscript: Special Section PAPER (Special Issue on Student Research)
Category: 
Keyword: 
HMM,  machine learning,  intelligent tire,  sensing, 
  Summary |  Full Text(in Japanese):PDF (1.4MB)
Deterioration Diagnosis of Pressure Regulator for High Pressure Gas by Spectrum Classification with the Kullback-Leibler Kernel
Tsukasa ISHIGAKI  Tomoyuki HIGUCHI  Kajiro WATANABE 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2007/10/01
Vol. J90-D  No. 10  pp. 2787-2797
Type of Manuscript: PAPER
Category: 
Keyword: 
Kullback-Leibler divergence,  support vector machine,  kernel method,  spectrum classification, 
  Summary |  Full Text(in Japanese):PDF (449.5KB)
Automatic Online Detection and Classification of Occurring Disaster with a Multivariable Detecting Sensor for Home Security System
Tsukasa ISHIGAKI  Tomoyuki HIGUCHI  Kajiro WATANABE 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2006/11/01
Vol. J89-D  No. 11  pp. 2404-2412
Type of Manuscript: PAPER
Category: 
Keyword: 
security sensor,  Kalman filter,  outlier detection,  multiclass SVM, 
  Summary |  Full Text(in Japanese):PDF (633.3KB)