D-Index & Metrics Best Publications

Manabu Kano

Kyoto University
Japan

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Engineering and Technology D-index 33 Citations 6,494 260 World Ranking 6086 National Ranking 118

Overview

What is he best known for?

The fields of study Manabu Kano is best known for:

Statistics
Covariance intersection
Soft sensor

His work on Statistics as part of general Regression analysis research is frequently linked to Regression, thereby connecting diverse disciplines of science. Manabu Kano combines Statistics and Regression analysis in his research. His Process (computing) study frequently draws connections to other fields, such as Programming language. Manabu Kano combines topics linked to Process control with his work on Programming language. His research on Operating system frequently links to adjacent areas such as Soft sensor. His work in Soft sensor is not limited to one particular discipline; it also encompasses Process (computing). His study brings together the fields of Pattern recognition (psychology) and Artificial intelligence. Manabu Kano performs integrative study on Machine learning and Artificial neural network in his works. He combines Artificial neural network and Machine learning in his research.

His most cited work include:

Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry (417 citations)
Monitoring independent components for fault detection (372 citations)
Soft-sensor development using correlation-based just-in-time modeling (250 citations)

What are the main themes of his work throughout his whole career to date

Artificial intelligence is connected with Data mining, Machine learning and Algorithm in his research. In his articles, Manabu Kano combines various disciplines, including Machine learning and Statistics. His studies link Partial least squares regression with Statistics. His multidisciplinary approach integrates Algorithm and Artificial intelligence in his work. His study in Process control extends to Operating system with its themes. His Process control study frequently involves adjacent topics like Process (computing). His research on Process (computing) often connects related topics like Statistical process control. Manabu Kano regularly links together related areas like Operating system in his Statistical process control studies. His Control (management) study frequently involves adjacent topics like Control theory (sociology).

Manabu Kano most often published in these fields:

Artificial intelligence (52.63%)
Operating system (43.86%)
Process (computing) (38.60%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry

Manabu Kano;Yoshiaki Nakagawa.
Computers & Chemical Engineering (2008)

503 Citations

Monitoring independent components for fault detection

Manabu Kano;Shouhei Tanaka;Shinji Hasebe;Iori Hashimoto.
Aiche Journal (2003)

491 Citations

Soft‐sensor development using correlation‐based just‐in‐time modeling

Koichi Fujiwara;Koichi Fujiwara;Manabu Kano;Manabu Kano;Shinji Hasebe;Shinji Hasebe;Akitoshi Takinami;Akitoshi Takinami.
Aiche Journal (2009)

307 Citations

A new multivariate statistical process monitoring method using principal component analysis

Manabu Kano;Shinji Hasebe;Iori Hashimoto;Hiromu Ohno.
Computers & Chemical Engineering (2001)

307 Citations

The state of the art in chemical process control in Japan: Good practice and questionnaire survey

Manabu Kano;Morimasa Ogawa.
Journal of Process Control (2010)

296 Citations

Comparison of multivariate statistical process monitoring methods with applications to the Eastman challenge problem

Manabu Kano;Koji Nagao;Shinji Hasebe;Iori Hashimoto.
(2002)

255 Citations

CFD-based optimal design of manifold in plate-fin microdevices

Osamu Tonomura;Shotaro Tanaka;Masaru Noda;Manabu Kano.
Chemical Engineering Journal (2004)

244 Citations

Inferential control system of distillation compositions using dynamic partial least squares regression

Manabu Kano;Koichi Miyazaki;Shinji Hasebe;Iori Hashimoto.
Journal of Process Control (2000)

233 Citations

Practical Model and Detection Algorithm for Valve Stiction

Manabu Kano;Hiroshi Maruta;Hidekazu Kugemoto;Keiko Shimizu.
IFAC Proceedings Volumes (2004)

228 Citations

Evolution of multivariate statistical process control: application of independent component analysis and external analysis

Manabu Kano;Shinji Hasebe;Iori Hashimoto;Hiromu Ohno.
Computers & Chemical Engineering (2004)

192 Citations

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Frequent Co-Authors

External Links

Personal Website for Manabu Kano