Shunsuke Chigusa

Engineering · Physical Sciences

12h-index768citations29works0.02yr avg
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Research Topics

Fault Detection and Control Systems(13), Machine Fault Diagnosis Techniques(10), Spectroscopy and Chemometric Analyses(8), Software Testing and Debugging Techniques(6), Software Reliability and Analysis Research(5)

Publications29 total

Integrated Model-Based and Data-Driven Diagnosis of Automotive Antilock Braking Systems
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans·2009· 69 cited
Novel Classifier Fusion Approaches for Fault Diagnosis in Automotive Systems
IEEE Transactions on Instrumentation and Measurement·2008· 60 cited
Model-Based Prognostic Techniques Applied to a Suspension System
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans·2008· 223 cited
Dynamic Set-Covering for Real-Time Multiple Fault Diagnosis
Proceedings - IEEE Aerospace Conference·2008· 5 cited
An Integrated Diagnostic Process for Automotive Systems
Studies in computational intelligence·2008· 25 cited
KDD and Its Applications in Automotive Sector - A Brief Survey.
DMIN·2008· 1 cited
An Integrated Diagnostic Development Process for Automotive Engine Control Systems
IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)·2007· 44 cited
Novel classifier fusion approahces for fault diagnosis in automotive systems
Conference record (1995) - Autotestcon/Conference record - Autotestcon·2007· 4 cited
An Optimization-Based Method for Dynamic Multiple Fault Diagnosis Problem
2007· 10 cited
Application of an Effective Data-Driven Approach to Real-time time Fault Diagnosis in Automotive Engines
2007· 25 cited
Dynamic fusion of classifiers for fault diagnosis
2007· 8 cited
Distributed Fault Diagnosis for Networked, Embedded Automotive Systems
2006· 8 cited
Application of Signal Analysis and Data-driven Approaches to Fault Detection and Diagnosis in Automotive Engines
2006· 7 cited
Data Reduction Techniques for Intelligent Fault Diagnosis in Automotive Systems
2006· 17 cited
Systematic Data-Driven Approach to Real-Time Fault Detection and Diagnosis in Automotive Engines
Conference record (1995) - Autotestcon/Conference record - Autotestcon·2006· 22 cited
Diagnosis knowledge representation and interference - Understanding fundamental ideas behind graphical models
IEEE Instrumentation & Measurement Magazine·2006· 26 cited
Graphical models for diagnosis knowledge representation and inference
2006· 17 cited
Towards an Integrated Diagnostic Development Process for Automotive Systems
2006· 3 cited
Agent-based real-time fault diagnosis
2005· 12 cited
Integrated model-based and data-driven diagnostic strategies applied to an anti-lock brake system
2005· 7 cited
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Frequent Co-authors

Krishna R. Pattipati(22), Setu Madhavi Namburu(11), Kihoon Choi(10), Qiao Liu(9), Jianhui Luo(8), Qiao Liu(7), Danil Prokhorov(7), Jianhui Luo(5), Anuradha Kodali(5), Qiao Liu(5), Satnam Singh(5), Setsuo Ohsuga(5), M. Namburu(3), Mitsuru Kawamoto(2), John W. Sheppard(2), Haiying Tu(2), Yasuo Nomura(2), Riichiro Mizoguchi(2), Osamu Kakusho(2), Takumi Aida(2)