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  1. 伊部達郎，平岡敏洋，阿部恵里花，藤原幸一，山川俊貴: 運転中の能動的行為によるドライバの覚醒維持効果と運転安全性，自動車技術会論文集，48, 463/469 (2017)
  2. M. Matsuo, F. Masuda, Y. Sumi, M. Takahashi, N. Yamada, M. H. Ohira, K. Fujiwara, T. Kanemura and H. Kadotani: Comparisons of Portable Sleep Monitors of Different Modalities: Potential as Naturalistic Sleep Recorders, Frontiers in Neurology, http://dx.doi.org/10.3389/fneur.2016.00110(2016)
  3. 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: Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features, IEEE Transactions on Biomedical Engineering, 63, 1321/1332 (2016)
  4. T. Kanemura, H. Kadotani, M. Matsuo, F. Masuda, K. Fujiwara , M. Ohira and N. Yamada: Evaluation of a Portable Two-channel Electroencephalogram Monitoring System to Analyze Sleep Stages, Journal of Oral and Sleep Medicine, 2, 101/108 (2016)
  5. E. Abe, K. Fujiwara, T. Hiraoka, T. Yamakawa and M. Kano: Development of Drowsiness Detection Method by Integrating Heart Rate Variability Analysis and Multivariate Statistical Process Control, SICE Journal of Control, Measurement, and System Integration, 9, 10/17 (2016)
  6. K. Fujiwara and M. Kano: Efficient Input Variable Selection for Soft-senor Design based on Nearest Correlation Spectral Clustering and Group Lasso, ISA Transactions, 58, 367/369 (2015)
  7. T. Miyano, K. Fujiwara, M. Kano, H. Tanabe, H. Nakagawa, T. Watanabe and H. Minami: Efficient wavenumber selection based on spectral fluctuation dividing and correlation-based clustering for calibration modeling,Chemometrics and Intelligent Laboratory Systems,148, 85/94 (2015)
  8. H. Chigira, A. Maeda, M. Kobayashi, K. Fujiwara, T. Hiraoka, A. Tanaka, T. Tanaka: A Study on Heart Rate Monitoring in Daily Life by Using a Surface-Type Sensor, SICE Journal of Control, Measurement, and System Integration, 8, 74/78 (2015)
  9. M. Kano and K. Fujiwara: Virtual Sensing Technology in Process Industries: Trends and Challenges Revealed by Recent Industrial Applications, Journal of Chemical Engineering of Japan, 46, 1/17 (2013)
  10. K. Fujiwara, H. Sawada and M. Kano: Input Variable Selection for PLS Modeling Using Nearest Correlation Spectral Clustering, Chemometrics and Intelligent Laboratory Systems, 118, 109/119 (2012)
  11. K. Fujiwara, M. Kano and S. Hasebe: Correlation-based Spectral Clustering for Flexible Process Monitoring, Journal of Process Control, 21, 1438/1448 (2011)
  12. K. Fujiwara, M. Kano and S. Hasebe: Development of Correlation-Based Pattern Recognition Algorithm and Adaptive Soft-Sensor Design, Control Engineering Practice, 20, 371/378 (2012)
  13. K. Fujiwara, M. Kano, and S. Hasebe: Development of Correlation-based Clustering Method and Its Application to Software Sensing, Chemometrics and Intelligent Laboratory Systems, 44, 130/138 (2010)
  14. K. Fujiwara, M. Kano and S. Hasebe: Soft-Sensor Development using Correlation-Based Just-In-Time modeling, AIChE Journal, 55, 1754/1765 (2009)
  15. 藤原幸一, 加納学, 長谷部伸治:相関型Just-In-Timeモデリングによるソフトセンサの設計, 計測自動制御学会論文集, 44, 317/324 (2008)
  16. 藤原幸一, 加納学, 長谷部伸治, 大野弘:ウェーブレット解析を用いたバッチプロセス操作プロファイルの最適化, 計測自動制御学会論文集, 42, 1143/1149 (2006)
  17. 藤原幸一, 加納学, 長谷部伸治, 大野弘: 運転データに基づく階層型品質改善システムの開発-品質制御のための操作変数選択, 計測自動制御学会論文集, 42, 909/915 (2006)
  18. 加納学, 藤原幸一, 長谷部伸治, 大野弘: 運転データに基づく品質改善のための定性的品質情報の定量化, 計測自動制御学会論文集, 42, 902/908 (2006)
  1. 藤原幸一，ヘルスモニタリングのための心拍変動解析，システム/制御/情報，61，9，381/386 (2017)
  2. 藤原幸一， 宮島美穂， 鈴木陽子， 山川俊貴， 加納学， 多変量統計的プロセス管理と心拍変動解析を用いたてんかん発作予知技術の開発，計測と制御，56， 7， 526/529 (2017)
  3. 藤原幸一，心拍変動解析技術を用いたドライバモニタリング技術，情報技術協会「車載テクノロジー」2017年4月号（2017）
  4. 金子弘昌，金尚弘，藤原幸一，ソフトセンサー構築支援ツールの開発，化学工学，80，12，773/775（2016）
  5. 藤原幸一，10年後の看 -ウェアラブデバイスが拓くヘルスモニタサービス-, 化学工学，80, 2，91/95 (2016)

  1. ウェアラブルセンシング最新動向～電源・材料の開発から医療ヘルスケア分野への応用および次世代センシング技術，情報機構，ISBN 978-4-86502-118-9 ，2016年12月（5章第1節分担）

  1. R. Sato, K. Fujiwara, M. Tani,J. Mori, J. Ise, K. Harada, M. Kano:Causal Analysis based onNon-time-series Kernel Granger Causality in a SteelmakingProcess, IEEE ASCC2017, Dec.17-20,Gold Coast (2017)
  2. T. Kodama, K. Kamata, K. Fujiwara, M. Kano, T. Yamakawa, I. Yuki, Y. Murayama: A New Infarction Detection Method Based on Heart Rate Variability in Rat Middle Cerebral Artery Occlusion Model, IEEE EMBC2017, Jul. 10-15, Jeju, Korea (2017)
  3. K. Hata, K. Fujiwara, M. Kano, T. Inoue, S. Nomura, H. Imoto, M. Suzuki: Design of Focal Brain Cooling System for Suppressing Epileptic Seizures, IEEE EMBC2017, July. 10-15, Jeju, Korea (2017)
  4. K. Fujiwara, M. Kano:Development of Correlation-based Process Characteristics Visualization Method and Its Application to Fault Detection, IEEE ICCA2017, Jul. 3-5, Ohrid, Macedonia (2017)
  5. K. Kamata, K. Fujiwara, T. Yamakawa, M. Kano:Missing RRI interpolation for HRV analysis using Locally-Weighted Partial Least Squares Regression,IEEE EMBC2016, Aug. 16-20,Orlando, FL (2016)
  6. K. Hata, K. Fujiwara, M. Kano, T. Inoue, S. Nomura, H. Imoto, M. Suzuki:CFD-based Design of Focal Brain Cooling Device for Preventing Epileptic Seizures,PSE Asia 2016, Jul. 25-27, Tokyo (2016)
  7. Y. Satoyama, K. Fujiwara, M. Kano Fujiwara:Variable Elimination-based Fault Identification, PSE Asia 2016, Jul. 25-27, Tokyo (2016)
  8. Y. Satoyama, K. Fujiwara, M. Kano:Variable Elimination-Based Contribution for Accurate Fault Identification,DYCOPS-CAB 2016, Jun. 6-8, Norway (2016)
  9. E. Abe, H. Chigira, K. Fujiwara, T. Yamakawa, M. Kano: Development of Photoplethysmogram Sensor-embedded Video Game Controller, IEEE ICCE 2016, Jan. 8-11, Las Vegas (2016)
  10. K. Kamata, K. Fujiwara, T. Kodama, M. Kano, T. Yamakawa, N. Kobayashi, F. Shimizu: Development of Stroke Detection Method by Heart Rate Variability Analysis and Support Vector Machine, APSIPA ASC 2015, Dec. 17-19, Hong Kong (2015)
  11. E. Abe, H. Chigira, T. Yamakawa, K. Kano: Heart Rate Monitoring by Pulse Sensor Embedded Game Controller, APSIPA ASC 2015, Dec. 17-19, Hong Kong (2015)
  12. T. Yamakawa, R. Kinishita, K. Fujiwara, M. Kano, M. Miyajima, T. Sakata, Y. Ueda: Accuracy Comparison of Two Microcontroller-embedded R-wave Detection Methods for Heart-rate Variability Analysis, APSIPA ASC 2015, Dec. 17-19, Hong Kong (2015)
  13. H. Chigira, T. Hori, K. Fujiwara, T. Hiraoka and T. Tanaka: Heart rate monitoring on steering wheel using surface type sensor, ITS World Congress 2015, Bordeaux, France, Oct. 5-9 (2015)
  14. C. Nakayama, K. Fujiwara, M. Matsuo, M. Kano, and H. Kodotani: Development of sleep apnea syndrome screening method by using heart rate variability analysis and support vector machine, IEEE EMBC2015, Aug. 25-19, Milan, Italy (2015)
  15. T. Uchimaru, K. Hazama, K. Fujiwara and M.Kano: Correlation-based Group-wise Selection of Input Variables for PLS Regression and Its Applications to Chemical Processes, SICE Annual Conference 2015, Hangzhou, China, Jul. 28-30 (2015)
  16. T. Uchimaru, K. Hazama, K. Fujiwara and M. Kano: Nearest Correlation Louvain Method for Fast and Good Selection of Input Variables of Statistical Model, ADCHEM 2015, Jun 7-10, Whistler, Canada (2015)
  17. K. Fujiwara and M. Kano: Calibration Model Design based on Weighted Nearest Correlation Spectral Clustering, ASCC2015, May 31-Jun. 3, Kota Kinabalu, Malaysia (2015)
  18. T. Uchimaru, K. Hazama, K. Fujiwara and M. Kano: Efficient Wavenumber Selection Based on Nearest Correlation Louvain Method for NIR Calibration Modeling, ASCC2015, May 31-Jun. 3, Kota Kinabalu, Malaysia (2015)
  19. K. Fujiwara, E. Abe, Y. Suzuki, M. Miyajima, T. Yamakawa, M. Kano, T. Maehara, K. Ohta and T. Sasano: Epileptic Seizure Monitoring by One-Class Support Vector Machine, APSIPA ASC 2014, Dec. 9-12, Siem Reap, Cambodia (2014)
  20. E. Abe, K. Fujiwara, T. Hiraoka, T. Yamakawa, M. Kano: Development of Drowsy Driving Accident Prediction by Heart Rate Variability Analysis,APSIPA ASC 2014, Dec. 9-12, Siem Reap, Cambodia (2014)
  21. T. Yamakawa, K. Fujiwara, M. Miyajima, E. Abe, M. Kano, Y. Ueda: Real-Time Heart Rate Variability Monitoring Employing a Wearable Telemeter and a Smartphone, APSIPA ASC 2014, Dec. 9-12, Siem Reap, Cambodia (2014)
  22. H. Hashimoto, K. Fujiwara, S. Yoko, M. Miyajima, T. Yamakawa, M. Kano, T. Maehara, K. Ohta, T. Sasano, M. Matsuura, E. Matsushima: Epileptic Seizure Monitoring by Using Multivariate Statistical Process Control, The 12th symposium on Computer Applications in Biotechnology (CAB2013), Mumbai, India, Dec 15-17 (2013)
  23. T. Yamakawa, K. Fujiwara, M. Kano, M. Miyajima, Y. Suzuki, T. Maehara, K. Ohta, T. Sasano, M. Matsuura, E. Matsushima: Development of a Wearable HRV Telemetry System to Be Operated by Non-Experts in Daily Life, APSIAP Annual Summit and Conference 2013 (APSIPA ASC 2013), Kaohsiung, Taiwan, Oct 29-Nov 1 (2013)
  24. H. Hirotsugu, K. Fujiwara, S. Yoko, M. Miyajima, T. Yamakawa, M. Kano, T. Maehara, K. Ohta, T. Sasano, M. Matsuura, E. Matsushima: Heart Rate Variability Features for Epilepsy Seizure Prediction, APSIAP Annual Summit and Conference 2013 (APSIPA ASC 2013), Kaohsiung, Taiwan, Oct 29-Nov 1 (2013)
  25. K. Fujiwara and M. Kano: Efficient Input Variable Selection for Calibration Model Design, The 9th Asian Control Conference (ASCC2013), Istanbul, Turkey, Jun 23-26 (2013)
  26. K. Fujiwara and M. Kano: Input Variable Selection based on the Correlation-based Variable Clustering, International Forum and Exhibition Process Analytical Technology (IFPAC2013), Baltimore, Maryland, Jan 22-25 (2013)
  27. K. Fujiwara, M. Kano, and S. Hasebe: Correlation-based Spectral Clustering for Flexible Soft-Sensor Design, The 9th International Symposium on Dynamics and Control of Process Systems (DYCOPS 2010), Leuven, Belgium, July 5-7 (2010)
  28. K. Fujiwara, M. Kano, and S. Hasebe: Development and Application of a New Spectral Clustering Algorithm, AIChE Annual Meeting, Nashville, US, Nov. 8-13 (2009)
  29. K. Fujiwara, M. Kano, and S. Hasebe: Development of Correlation-Based Pattern Recognition and Its Application to Adaptive Soft-Sensor Design, ICROS-SICE International Joint Conference 2009, Fukuoka, Japan, August 18-21 (2009)
  30. K. Fujiwara, M. Kano and S. Hasebe: Correlation-Based Pattern Recognition and Its Application to Adaptive Soft-Sensor Design, ADCHEM 2009, Istanbul, Turkey, July 12-15 (2009)
  31. K. Fujiwara, Y. Mukai, M. Kano and S. Hasebe: Development of a New Pattern Recognition Method and Its Application to Just-In-Time Modeling, AIChE Annual Meeting, paper688b, Philadelphia, PA, Nov. 16-21 (2008)
  32. K. Fujiwara, M. Kano and S. Hasebe: Soft-sensor design for time-varying processes through correlation-based Just-In-Time modeling, FOCAPO 2008 , Boston, Massachusetts June 29-July 2 (2008)
  33. K. Fujiwara, M. Kano and S. Hasebe: Correlation-based Just-In-Time modeling for soft-sensor design, ESCAPE18, Lyon, France, June 1-4 (2008)
  34. Y. Mukai, K. Tasaka, K. Fujiwara, M. Kano and S. Hasebe: Batch Process Modeling and Optimization through Wavelet Coefficient Regression, PSE Asia 2007, Xi’an, China, Aug. 15-18 (2007)
  35. M. Kano, K. Fujiwara, S. Hasebe and H. Ohno: Modeling and Optimization of Batch Process through Wavelet Analysis and Multivariate Analysis, DYCOPS 8, Cancun, Mexico, June 6-8 (2007)
  36. M. Kano, K. Fujiwara, S. Hasebe and H. Ohno: Modeling and Optimization of Batch Process Operation through Wavelet Analysis and Multivariate Analysis, AIChE2006 Annual Meeting, San Francisco, CA, Nov. 13-17 (2006)
  37. M. Kano, K. Fujiwara, S. Hasebe, and H. Ohno:Operation Profile Optimization for Batch Process through Wavelet Analysis and Multivariate Analysis, SICE-ICASE International Joint Conference 2006, Oct. 18-21, Busan, Korea (2006)
  38. K. Fujiwara, M. Kano, S. Lee, S. Hasebe, and H. Ohno: Hierarchical Control and Monitoring System for Product Quality Improvement, PSE Asia 2005, Seoul, Korea, Aug. 17-19 (2005)
  39. M. Kano, K. Fujiwara, S. Hasebe, and H. Ohno: Product Quality Improvement Using Multivariate Data Analysis, the 16th IFAC World Congress, Prague, Czech Republic, Jul. 3-8 (2005)
  40. M. Kano, K. Fujiwara, S. Hasebe, and H. Ohno: Data-Driven Approach for Product Quality/Yield Improvement: How to Specify Target of Qualitative Quality Variables, AIChE Annual Meeting, Austin, TX, Nov. 7-12 (2004)
  41. M. Kano, K. Fujiwara, S. Hasebe, and H. Ohno: Data-Driven Approach for Product Quality/Yield Improvement: How to Specify Target of Qualitative Quality Variables, the 10th APPChE, Kitakyushu, Japan, Oct. 17-21 (2004)
  42. M. Kano, K. Fujiwara, S. Hasebe, and H. Ohno: Data-Driven Quality Improvement Handling Qualitative Variables, DYCOPS 7, Cambridge, July 5-7 (2004)


  1. 藤原幸一，仲山千佳夫，加納学: 特願2015-101782 ，無呼吸識別システム及びコンピュータプログラム
  2. 山川俊貴，藤原幸一，平岡敏洋，阿部恵里花: 特願2014-114093（特開2015-226696），眠気検出方法及び眠気検出装置
  3. 藤原幸一，加納学: 特願2013-258494（特開2015-112423），てんかん性発作兆候検知装置、てんかん性発作兆候検知モデル生成装置、てんかん性発作兆候検知方法、てんかん性発作兆候検知モデル生成方法、てんかん性発作兆候検知プログラムおよびてんかん性発作兆候検知モデル生成プログラム
  4. 藤原幸一，竹内考: 特願2012-152618（特開2014-17605），センサ情報解析装置、携帯情報端末間通信制御装置、方法、及びプログラム
  5. 藤原幸一，須山敬之: 特許5661594（特願2011-240543），予測モデル構築装置、方法、及びプログラム、並びに発電量予測装置、及び方法
  6. 加納学, 藤原幸一: 特許5457737号（特願2009-151745）, プラント制御情報生成装置及び方法、並びにそのためのコンピュータプログラム
  7. 加納学, 藤原幸一: WO2007/139088（優先権基礎出願:特願2006-148874）, 操作変数決定方法，操作変数決定装置，プログラム及び記録媒体 (JST知的財産委員会第四専門委員会，PCT出願支援S2006-1023)
  8. 加納学, 藤原幸一:特願2005-144434(特開2006-323523), 操作変数選択装置，操作変数選択方法，操作変数選択プログラムおよびそれを記録したコンピュータ読み取り可能な記録媒体

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