Fault detection and identification based on dissimilarity of process data. - Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno (ECC, 2001)

Evolution of multivariate statistical process control: application of independent component analysis and external analysis. - Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno (Comput. Chem. Eng., 2004)

Softsensor Development and Disturbance Estimation through Two-Stage Subspace Identification. - Seunghyun Lee; Manabu Kano; Shinji Hasebe (CCA, 2007)

Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry. - Manabu Kano; Yoshiaki Nakagawa (Comput. Chem. Eng., 2008)

Practical Direct PID/I-PD Controller Tuning and its Application to Chemical Processes. - Manabu Kano; Kenichi Tasaka; Morimasa Ogawa; Shigeki Ootakara; Akitoshi Takinami; Shinichi Takahashi; Seiji Yoshii (CCA, 2010)

Plantwide control system design of the benchmark vinyl acetate monomer production plant. - Hiroya Seki; Morimasa Ogawa; Toshiaki Itoh; Shigeki Ootakara; Hisashi Murata; Yoshihiro Hashimoto; Manabu Kano (Comput. Chem. Eng., 2010)

Heart rate variability features for epilepsy seizure prediction. - Hirotsugu Hashimoto; Koichi Fujiwara; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima (APSIPA, 2013)

Development of a wearable HRV telemetry system to be operated by non-experts in daily life. - Toshitaka Yamakawa; Koichi Fujiwara; Manabu Kano; Miho Miyajima; Yoko Suzuki; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima (APSIPA, 2013)

Efficient input variable selection for calibration model design. - Koichi Fujiwara; Manabu Kano (ASCC, 2013)

Application of locally weighted partial least squares to design of semiconductor virtual metrology. - Toshiya Hirai; Koji Hazama; Manabu Kano (CCA, 2014)

Simultaneous update of model and controller using fictitious reference iterative tuning for disturbance attenuation based on variance evaluation. - Yasushi Mahara; Shiro Masuda; Manabu Kano (CCA, 2014)

Domain of attraction for optimization of data-based H2 control performance criterion. - Masahiro Tanaka; Shiro Masuda; Manabu Kano (CCA, 2014)

Development of drowsy driving accident prediction by heart rate variability analysis. - Erika Abe; Koichi Fujiwara; Toshihiro Hiraoka; Toshitaka Yamakawa; Manabu Kano (APSIPA, 2014)

Epileptic seizure monitoring by One-Class Support Vector Machine. - Koichi Fujiwara; Erika Abe; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano (APSIPA, 2014)

Real-time heart rate variability monitoring employing a wearable telemeter and a smartphone. - Toshitaka Yamakawa; Koichi Fujiwara; Miho Miyajima; Erika Abe; Manabu Kano; Yuichi Ueda (APSIPA, 2014)

Data-driven generalized minimum variance regulatory control. - Kazuma Ando; Shiro Masuda; Manabu Kano (ECC, 2014)

Fictitious reference iterative tuning based on variance evaluation for disturbance attenuation in non-minimum phase plants. - Yuki Ishii; Shiro Masuda; Manabu Kano (CCA, 2015)

Closed-loop identification of plant and disturbance models based on generalized minimum variance evaluation. - Ryota Uematsu; Shiro Masuda; Manabu Kano (CCA, 2015)

Data-driven generalized minimum variance regulatory control for model-free PID gain tuning. - Ryoko Yokoyama; Shiro Masuda; Manabu Kano (CCA, 2015)

Heart rate monitoring by a pulse sensor embedded game controller. - Erika Abe; Hiroshi Chigira; Koichi Fujiwara; Toshitaka Yamakawa; Manabu Kano (APSIPA, 2015)

Development of stroke detection method by heart rate variability analysis and support vector machine. - Keisuke Kamata; Koichi Fujiwara; Tomonobu Kodama; Manabu Kano; Toshitaka Yamakawa; Norikata Kobayashi; Fuminori Shimizu (APSIPA, 2015)

Accuracy comparison between two microcontroller-embedded R-wave detection methods for heart-rate variability analysis. - Toshitaka Yamakawa; Ryunosuke Kinoshita; Koichi Fujiwara; Manabu Kano; Miho Miyajima; Tadashi Sakata; Yuichi Ueda (APSIPA, 2015)

Calibration model design based on weighted nearest correlation spectral clustering. - Koichi Fujiwara; Manabu Kano (ASCC, 2015)

Efficient wavenumber selection based on nearest correlation Louvain method for NIR calibration modeling. - Taku Uchimaru; Koji Hazama; Koichi Fujiwara; Manabu Kano (ASCC, 2015)

Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares. - Ryosuke Yoshizaki; Manabu Kano; Sanghong Kim (ASCC, 2015)

Development of sleep apnea syndrome screening algorithm by using heart rate variability analysis and support vector machine. - Chikao Nakayama; Koichi Fujiwara; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani (EMBC, 2015)

Input variable scaling for statistical modeling. - Sanghong Kim; Manabu Kano; Hiroshi Nakagawa; Shinji Hasebe (Comput. Chem. Eng., 2015)

Missing RRI interpolation for HRV analysis using locally-weighted partial least squares regression. - Keisuke Kamata; Koichi Fujiwara; Toshiki Yamakawa; Manabu Kano (EMBC, 2016)

Development of Photoplethysmogram sensor-embedded video game controller. - Erika Abe; Koichi Fujiwara; Manabu Kano; Hiroshi Chigira; Toshitaka Yamakawa (ICCE, 2016)

Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features. - Koichi Fujiwara; Miho Miyajima; Toshitaka Yamakawa; Erika Abe; Yoko Suzuki; Yuriko Sawada; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Taeko Sasai-Sakuma; Tetsuo Sasano; Masato Matsuura; et al. (IEEE Trans. Biomed. Eng., 2016)

Fault identification with modified reconstruction-based contribution based on kernel principal component analysis. - Koji Kitano; Manabu Kano; R. Bhushan Gopaluni (ASCC, 2017)

Causal analysis based on non-time-series kernel Granger causality in a steelmaking process. - Ryosuke Sato 004; Koichi Fujiwara; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada; Manabu Kano (ASCC, 2017)

Pattern trees modeling for prediction and control of hot metal temperature in blast furnace ironmaking. - Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki (ASCC, 2017)

Design of focal brain cooling system for suppressing epileptic seizures. - Kei Hata; Koichi Fujiwara; Manabu Kano; Takao Inoue; Sadahiro Nomura; Hirochika Imoto; Michiyasu Suzuki (EMBC, 2017)

A new infarction detection method based on heart rate variability in rat middle cerebral artery occlusion model. - Tomonobu Kodata; Keisuke Kamata; Koichi Fujiwara; Manabu Kano; Toshiki Yamakawa; Ichiro Yuki; Yuichi Murayama (EMBC, 2017)

Development of correlation-based process characteristics visualization method and its application to fault detection. - Koichi Fujiwara; Manabu Kano (ICCA, 2017)

Locally weighted kernel partial least squares regression based on sparse nonlinear features for virtual sensing of nonlinear time-varying processes. - Xinmin Zhang; Manabu Kano; Yuan Li (Comput. Chem. Eng., 2017)

Analysis of VNS Effect on EEG Connectivity with Granger Causality and Graph Theory. - Tsuyoshi Uchida; Koichi Fujiwara; Takao Inoue; Yuichi Maruta; Manabu Kano; Michiyasu Suzuki (APSIPA, 2018)

Sensitivity-based variable importance and its application to steel making process. - Takuya Kawakita; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada (CDC, 2018)

Deniosing Autoencoder-based Modification of RRI data with Premature Ventricular Contraction for Precise Heart Rate Variability Analysis. - Shota Miyatani; Koichi Fujiwara; Manabu Kano (EMBC, 2018)

Design of false heart rate feedback system for improving game experience. - Sayaka Ogawa; Koichi Fujiwara; Toshitaka Yamakawa; Erika Abe; Manabu Kano (ICCE, 2018)

Principal Polynomial Analysis for Fault Detection and Diagnosis of Industrial Processes. - Xinmin Zhang; Manabu Kano; Yuan Li (IEEE Access, 2018)

Quality-relevant independent component regression model for virtual sensing application. - Xinmin Zhang; Manabu Kano; Yuan Li (Comput. Chem. Eng., 2018)

Missing RRI Interpolation Algorithm based on Locally Weighted Partial Least Squares for Precise Heart Rate Variability Analysis. - Keisuke Kamata; Koichi Fujiwara; Takafumi Kinoshita; Manabu Kano (Sensors, 2018)

Development of a Sleep Apnea Detection Algorithm Using Long Short-Term Memory and Heart Rate Variability. - Ayako Iwasaki; Chikao Nakayama; Koichi Fujiwara; Yukiyoshi Sumi; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani (EMBC, 2019)

Poisson mixture model for defects prediction in steelmaking. - Xinmin Zhang; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada (SICE, 2019)

Ensemble pattern trees for predicting hot metal temperature in blast furnace. - Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki (Comput. Chem. Eng., 2019)

A comparative study of deep and shallow predictive techniques for hot metal temperature prediction in blast furnace ironmaking. - Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki (Comput. Chem. Eng., 2019)

Model Development and Exergy Analysis of a Microreactor for the Steam Methane Reforming Process in a CFD Environment. - Zia ur Rahman; Iftikhar Ahmad 008; Manabu Kano; Jawad Mustafa (Entropy, 2019)

Data-Based Prediction and Stochastic Analysis of Entrained Flow Coal Gasification under Uncertainty. - Iftikhar Ahmad 008; Ahsan Ayub; Nisar Mohammad; Manabu Kano (Sensors, 2019)

Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG. - Koichi Fujiwara; Erika Abe; Keisuke Kamata; Chikao Nakayama; Yoko Suzuki; Toshitaka Yamakawa; Toshihiro Hiraoka; Manabu Kano; Yukiyoshi Sumi; Fumi Masuda; Masahiro Matsuo; Hiroshi Kadotani (IEEE Trans. Biomed. Eng., 2019)

Stage Selection for Machine Combination Optimization in Multi-Process Production System. - Shungo Ikai; Manabu Kano; Takeshi Yanagimachi; Masaya Takaki (CCTA, 2020)

Regression and independence based variable importance measure. - Xinmin Zhang; Takuya Wada; Koichi Fujiwara; Manabu Kano (Comput. Chem. Eng., 2020)

Wearable Epileptic Seizure Prediction System with Machine-Learning-Based Anomaly Detection of Heart Rate Variability. - Toshitaka Yamakawa; Miho Miyajima; Koichi Fujiwara; Manabu Kano; Yoko Suzuki; Yutaka Watanabe; Satsuki Watanabe; Tohru Hoshida; Motoki Inaji; Taketoshi Maehara (Sensors, 2020)

Autoencoder-Based Extrasystole Detection and Modification of RRI Data for Precise Heart Rate Variability Analysis. - Koichi Fujiwara; Shota Miyatani; Asuka Goda; Miho Miyajima; Tetsuo Sasano; Manabu Kano (Sensors, 2021)

Medical checkup data analysis method based on LiNGAM and its application to nonalcoholic fatty liver disease. - Tsuyoshi Uchida; Koichi Fujiwara; Kenichi Nishioji; Masao Kobayashi; Manabu Kano; Yuya Seko; Kanji Yamaguchi; Yoshito Itoh; Hiroshi Kadotani (Artif. Intell. Medicine, 2022)

Data-Driven Communication Efficient Distributed Monitoring for Multiunit Industrial Plant-Wide Processes. - Qingchao Jiang; Shutian Chen; Xuefeng Yan; Manabu Kano; Biao Huang 001 (IEEE Trans Autom. Sci. Eng., 2022)

Setpoint Determination Method for Pharmaceutical Continuous Manufacturing: Proactive-RTD-based Approach *. - Pasindu Herath Pathirannahalage; Ayumu Nabetani; Shota Kato; Kanta Sato; Keita Yaginuma; Shuichi Tanabe; Manabu Kano (CCTA, 2023)

GAN-based Homogenous Transfer Learning Method for Regression Problems*. - Buyun Wang; Shota Kato; Manabu Kano (CCTA, 2023)

Auditory Feedback of False Heart Rate for Video Game Experience Improvement. - Sayaka Ogawa; Koichi Fujiwara; Manabu Kano (IEEE Trans. Affect. Comput., 2023)

Data-driven soft sensors in blast furnace ironmaking: a survey. - Yueyang Luo; Xinmin Zhang; Manabu Kano; Long Deng; Chunjie Yang 001; Zhihuan Song (Frontiers Inf. Technol. Electron. Eng., 2023)

Stacked supervised Poisson autoencoders-based soft-sensor for defects prediction in steelmaking process. - Xinmin Zhang; Manabu Kano; Masahiro Tani (Comput. Chem. Eng., 2023)

Development of an epileptic seizure prediction algorithm using R-R intervals with self-attentive autoencoder. - Rikumo Ode; Koichi Fujiwara; Miho Miyajima; Toshikata Yamakawa; Manabu Kano; Kazutaka Jin; Nobukazu Nakasato; Yasuko Sawai; Toru Hoshida; Masaki Iwasaki; Yoshiko Murata; Satsuki Watanabe; et al. (Artif. Life Robotics, 2023)

Postoperative Delirium Prediction Based on Preoperative Electrocardiogram and Electroencephalogram. - Shogo Mito; Miho Miyajima; Hirofumi Tomioka; Hitomi Sato; Takashi Takeuchi; Hitoshi Muto; Yuji Kabasawa; Hiroyuki Harada; Kana Eguchi; Shota Kato; Manabu Kano (APSIPA, 2024)

Transfer Learning Based on Generative Adversarial Networks: Application to Chemical Reaction Process*. - Ryoya Yoshida; Buyun Wang; Shota Kato; Manabu Kano (CoDIT, 2024)

Data Augmentation Method Utilizing Template Sentences for Variable Definition Extraction. - Kotaro Nagayama; Shota Kato; Manabu Kano (NLDB (1), 2024)

Prediction and optimisation of gasoline quality in petroleum refining: The use of machine learning model as a surrogate in optimisation framework. - Husnain Saghir; Iftikhar Ahmad 008; Manabu Kano; Hakan Caliskan; Hiki Hong (CAAI Trans. Intell. Technol., 2024)

EnvFormer: A Decomposition-Based Transformer for Multistep Burn-Through Point Prediction in the Sintering Process. - Yuhan Xie 001; Bocun He; Xinmin Zhang; Zhihuan Song; Manabu Kano (IEEE Trans. Instrum. Meas., 2024)

Heat illness detection with heart rate variability analysis and anomaly detection algorithm. - Koichi Fujiwara; Koshi Ota; Shota Saeda; Toshitaka Yamakawa; Takatomi Kubo; Aozora Yamamoto; Yuki Maruno; Manabu Kano (Biomed. Signal Process. Control., 2024)

Driver Drowsiness Detection Using R-R Interval of Electrocardiogram and Self-Attention Autoencoder. - Koichi Fujiwara; Hiroki Iwamoto; Kentaro Hori; Manabu Kano (IEEE Trans. Intell. Veh., 2024)

Grey-box modelling for estimation of optimum cut point temperature of crude distillation column. - Junaid Shahzad; Iftikhar Ahmad 008; Muhammad Ahsan; Farooq Ahmad; Husnain Saghir; Manabu Kano; Hakan Caliskan; Hiki Hong (CAAI Trans. Intell. Technol., 2025)

Artificial intelligence assisted prediction of optimum operating conditions of shell and tube heat exchangers: A grey-box approach. - Zahid Ullah; Iftikhar Ahmad 008; Abdul Samad; Husnain Saghir; Farooq Ahmad; Manabu Kano; Hakan Caliskan; Nesrin Caliskan; Hiki Hong (CAAI Trans. Intell. Technol., 2025)

Automated physical model building from literature sources: Combining equations based on four predefined requirements. - Shota Kato; Manabu Kano (Comput. Chem. Eng., 2025)

Enhancing reliability of data-driven soft sensors with stable loss function and sample graph. - Ruikun Zhai; Xinmin Zhang; Zhihuan Song; Manabu Kano (Comput. Chem. Eng., 2025)