Kouichi Fujiwara

J-GLOBAL         Last updated: Jul 25, 2019 at 00:52
 
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Name
Kouichi Fujiwara
Nickname
えふわら
Affiliation
Nagoya University
Section
Department of Material Process Engineering
Job title
Associate Professor
Degree
Ph.D(Kyoto University)

Research Areas

 
 

Academic & Professional Experience

 
Nov 2018
 - 
Today
Associate Professor, Department of Material Process Engineering, Nagoya University
 
Jul 2012
 - 
Nov 2018
Assistant Professor, Department of Systems Science, Kyoto University
 
Apr 2010
 - 
Jun 2012
NTT Communication Science Laboratories
 
Apr 2009
 - 
Mar 2010
PD, Research Fellowships for Young Scientists
 
Apr 2008
 - 
Mar 2009
DC2, Research Fellowships for Young Scientists
 

Education

 
Apr 2007
 - 
Mar 2009
Department of Chemical Engineering, Kyoto University
 
Apr 2004
 - 
Mar 2006
Department of Chemical Engineering, Kyoto University
 
Apr 2000
 - 
Mar 2004
Kyoto University
 

Published Papers

 
M. Katayama, T. Kubo, T. Yamakawa, K. Fujiwara, K. Nomoto, K. Ikeda, K. Mogi, M. Nagasawa and T. Kikusui
Frontiers in Psychology   10 1678   Jul 2019   [Refereed]
IEEE Transactions on Neural Systems & Rehabilitation Engineering   27(2) 162-171   Jan 2019   [Refereed]
K. Kamata, K. Fujiwara, T. Kinoshita, M. Kano
Sensors   18(11) 3870   Nov 2018   [Refereed]
K. Fujiwara, E. Abe, K. Kamata, C. Nakayama, Y. Suzuki, T. Yamakawa, T. Hiraoka, M. Kano, Y. Sumi, F. Masuda, M. Matsuo, H. Kadotani
IEEE Transactions on Biomedical Engineering   66(6) 1769-1778   Oct 2018   [Refereed]
T. Hamasaki, M. Morioka, K. Fujiwara, C. Nakayama, M. Harada, K. Sakata, Y. Hasegawa, T. Yamakawa, K. Yamada, A. Mukasa
Clinical Neurophysiology   129(10) 2205-2214   Oct 2018   [Refereed]
T. Kodama, K. Kamata, K. Fujiwara, M. Kano, Toshitaka Yamakawa, I. Yuki
IEEE Transactions on Neural Systems & Rehabilitation Engineering   26(6) 1152-1160   Jun 2018   [Refereed]
K. Fujiwara, M. Kano
Frontiers in Chemistry   6(171)    May 2018   [Refereed]
Nearest Correlation-Based Input Variable Weighting for Soft-sensor Design, Frontiers in Chemistry
K. Fujiwara and M. Kano
Frontiers in Chemistry      May 2018   [Refereed]
K. Fujiwara, M. Miyajima, T. Yamakawa, E. Abe, Y. Suzuki, Y. Sawada, M. Kano, T. Maehara, K. Ohta, T. Sasai-Sakuma, T. Sasano, M. Matsuura, and E. Matsushima
IEEE Transactions on Biomedical Engineering   63 1321-1332   Jun 2016   [Refereed]
M. Matsuo, F. Masuda, Y. Sumi, M. Takahashi, N. Yamada, M. H. Ohira, K. Fujiwara, T. Kanemura and H. Kadotani
Frontiers in Neurology      Jun 2016   [Refereed]
Evaluation of a Portable Two-channel Electroencephalogram Monitoring System to Analyze Sleep Stages
T. Kanemura, H. Kadotani, M. Matsuo, F. Masuda, K. Fujiwara , M. Ohira and N. Yamada
Journal of Oral and Sleep Medicine   2 101-108   May 2016   [Refereed]
E. Abe, K. Fujiwara, T. Hiraoka, T. Yamakawa and M. Kano
SICE Journal of Control, Measurement, and System Integration   9 10-17   Jan 2016   [Refereed]
T. Miyano, K. Fujiwara, M. Kano, H. Tanabe, H. Nakagawa, T. Watanabe, H. Minami
Chemometrics and Intelligent Laboratory Systems   148 85-94   Sep 2015   [Refereed]
Koichi Fujiwara, Manabu Kano
ISA Transactions   58(9) 367-379   Sep 2015   [Refereed]
Appropriate input variables have to be selected for building highly accurate soft sensor. A novel input variable selection method based on nearest correlation spectral clustering (NCSC) has been proposed, and it is referred to as NCSC-based variab...
H. Chigira, A. Maeda, M. Kobayashi, K. Fujiwara, T. Hiraoka, A. Tanaka, T. Tanaka
SICE Journal of Control, Measurement, and System Integration   8(1) 74-78   Jan 2015   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe
IFAC-PapersOnline   9(1) 703-708   2010   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe; A. Takinami
AIChE Journal   55(7) 1754-1765   Jul 2009   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe
Chemometrics and Intelligent Laboratory Systems   101(2) 130-138   Apr 2010   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe
Journal of Process Control   21(10) 1438-1448   2011   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe
Control Engineering Practice   20(4) 371-378   Apr 2012   [Refereed]
K. Fujiwara; H. Sawada; M. Kano
Chemometrics and Intelligent Laboratory Systems   118 109-119   Aug 2012   [Refereed]
M. Kano; K. Fujiwara
Journal of Chemical Engineering of Japan   46(1) 1-17   2013   [Refereed]
M. Kano; K. Fujiwara; S. Hasebe; H. Ohno
IFAC-PapersOnline   16 175-180   2005   [Refereed]

Misc

 
Development of a Sleep Apnea Detection Algorithm ¥¥ Using Long Short-Term Memory and Heart Rate Variability
A. Iwasaki, C. Nakaysma, K. Fujiwara, Y. Sumi, M. Matsuo, M. Kano, H. Kadotan
IEEE EMBC2019      Jul 2019   [Refereed]
Analysis of VNS Effect on EEG Connectivity with Granger Causality and Graph Theory
T. Uchida, K. Fujiwara, T. Inoue, Y. Maruta, M. Kano, M. Suzuki
APSIPA ASC 2018      Nov 2018   [Refereed]
Denoising Autoencoder-based Modification of RRI data with Premature Ventricular Contraction for Precise Heart Rate Variability Analysis
S. Miyatani, K. Fujiwara, M. Kano
IEEE EMBC 2018      Jul 2018   [Refereed]
S. Ogawa, K. Fujiwara, E. Abe, T. Yamakawa, M. Kano
IEEE ICCE 2018      Jan 2018   [Refereed]
R. Sato, K. Fujiwara, M. Tani,J. Mori, J. Ise, K. Harada, M. Kano:
IEEE ASCC 2017      Dec 2017   [Refereed]
T. Kodama, K. Kamata, K. Fujiwara, M. Kano, T. Yamakawa, I. Yuki, Y. Murayama
IEEE EMBC 2017      Jul 2017   [Refereed]
K. Hata, K. Fujiwara, M. Kano, T. Inoue, S. Nomura, H. Imoto, M. Suzuki
IEEE EMBC 2017      Jul 2017   [Refereed]
K. Kamata, K. Fujiwara, T. Yamakawa, M. Kano
EMBC 2016      Aug 2016   [Refereed]
Y. Satoyama, K. Fujiwara, M. Kano Fujiwara
DYCOPS-CAB 2016      Jun 2016
E. Abe, H. Chigira, K. Fujiwara, T. Yamakawa, M. Kano
IEEE ICCE 2016      Jan 2016
K. Kamata, K. Fujiwara, T. Kodama, M. Kano, T. Yamakawa, N. Kobayashi, F. Shimizu
APSIPA ASC 2015      Dec 2015
E. Abe, H. Chigira, T. Yamakawa, K. Kano
APSIPA ASC 2015      Dec 2015
T. Yamakawa, R. Kinishita, K. Fujiwara, M. Kano, M. Miyajima, T. Sakata, Y. Ueda
APSIPA ASC 2015      Dec 2015   [Refereed]
C. Nakayama, K. Fujiwara, M. Matsuo, M. Kano, and H. Kodotani
EMBC 2015      Aug 2015
T. Uchimaru, K. Hazama, K. Fujiwara and M. Kano
ADCHEM 2015      Jun 2015   [Refereed]
K. Fujiwara and M. Kano
ASCC 2015      May 2015   [Refereed]
T. Uchimaru, K. Hazama, K. Fujiwara and M. Kano
ASCC 2015      May 2015
E. Abe, K. Fujiwara, T. Hiraoka, T. Yamakawa, M. Kano
APSIPA ASC 2014      Dec 2014   [Refereed]
K. Fujiwara, E. Abe, Y. Suzuki, M. Miyajima, T. Yamakawa, M. Kano, T. Maehara, K. Ohta and T. Sasano
APSIPA ASC 2014      Dec 2014   [Refereed]
T. Yamakawa, K. Fujiwara, M. Miyajima, E. Abe, M. Kano, Y. Ueda
APSIPA ASC 2014      Dec 2014   [Refereed]
H. Hashimoto, K. Fujiwara, S. Yoko, M. Miyajima, T. Yamakawa, M. Kano, T. Maehara, K. Ohta, T. Sasano, M. Matsuura, E. Matsushima
IFAC CAB 2013      Dec 2013   [Refereed]
T. Yamakawa; K. Fujiwara; M. Kano; M. Miyajima; Y. Suzuki; T. Maehara; K. Ohta; T. Sasano; M. Matsuura; E. Matsushima
APSIPA 2013      Nov 2013   [Refereed]
H. Hashimoto; K. Fujiwara; Y. Suzuki; M. Miyajima; T. Yamakawa; M. Kano; T. Maehara; K. Ohta; T. Sasano; M. Matsuura; E. Matsushima
APSIPA 2013      Oct 2013   [Refereed]
K. Fujiwara; M. Kano
ASCC 2013      Jun 2013   [Refereed]
K. Fujiwara; M. Kano; S. Hasebe
Computer Aided Chemical Engineering   25 471-476   2008   [Refereed]
M. Kano; K. Fujiwara; S. Hasebe; H. Ohno
SICE-ICASE 2006      2006   [Refereed]

Conference Activities & Talks

 
Application of Process Data Analysis Techniques to Health Monitoring Device Development [Invited]
Kouichi Fujiwara
PSE Asia2016   26 Jul 2016   
Heart rate monitoring on steering wheel using surface type sensor
H. Chigira, T. Hori, K. Fujiwara, T. Hiraoka and T. Tanaka
ITS World Congress   Oct 2015   
An efficient Input Wavelength Selection for a NIR Calibration Model using NC Spectral Clustering [Invited]
SPO2012   25 Oct 2012   Academy of Science for Higher Education of Ukraine
Heart Rate Variability Analysis for Epileptic Seizure Prediction [Invited]
APSIPA BioSiPS Workshop   28 Mar 2013   APSIPA

Research Grants & Projects

 
JSPS: Kanennhi
Project Year: Apr 2019 - Mar 2023    Investigator(s): Kouichi Fujiwara