Ratna Babu Chinnam, Ph.D.
Ratna Babu Chinnam, Ph.D.
Professor & Chair of Industrial & Systems Engineering, Wayne State University
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HMMs for diagnostics and prognostics in machining processes
P Baruah, RB Chinnam
International Journal of Production Research 43 (6), 1275-1293, 2005
Remanufacturing for the automotive aftermarket-strategic factors: literature review and future research needs
R Subramoniam, D Huisingh, RB Chinnam
Journal of Cleaner Production 17 (13), 1163-1174, 2009
mr2 PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification
A Unler, A Murat, RB Chinnam
Information Sciences 181 (20), 4625-4641, 2011
Health-state estimation and prognostics in machining processes
F Camci, RB Chinnam
IEEE Transactions on automation science and engineering 7 (3), 581-597, 2010
SPA-GAN: Spatial attention GAN for image-to-image translation
H Emami, MM Aliabadi, M Dong, RB Chinnam
IEEE Transactions on Multimedia 23, 391-401, 2020
Remanufacturing Decision-Making Framework (RDMF): research validation using the analytical hierarchical process
R Subramoniam, D Huisingh, RB Chinnam, S Subramoniam
Journal of Cleaner Production 40, 212-220, 2013
Automated robot‐assisted surgical skill evaluation: Predictive analytics approach
MJ Fard, S Ameri, R Darin Ellis, RB Chinnam, AK Pandya, MD Klein
The International Journal of Medical Robotics and Computer Assisted Surgery …, 2018
A fuzzy logic based approach to reliability improvement estimation during product development
OP Yadav, N Singh, RB Chinnam, PS Goel
Reliability engineering & system safety 80 (1), 63-74, 2003
Survival analysis based framework for early prediction of student dropouts
S Ameri, MJ Fard, RB Chinnam, CK Reddy
Proceedings of the 25th ACM international on conference on information and …, 2016
Aftermarket remanufacturing strategic planning decision-making framework: theory & practice
R Subramoniam, D Huisingh, RB Chinnam
Journal of Cleaner Production 18 (16-17), 1575-1586, 2010
A neuro-fuzzy approach for estimating mean residual life in condition-based maintenance systems
RB Chinnam, P Baruah
International Journal of Materials and Product Technology 20 (1-3), 166-179, 2004
An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools
A Kumar, RB Chinnam, F Tseng
Computers & Industrial Engineering 128, 1008-1014, 2019
Dynamic routing under recurrent and non-recurrent congestion using real-time ITS information
AR Güner, A Murat, RB Chinnam
Computers & Operations Research 39 (2), 358-373, 2012
Product design and manufacturing process based ontology for manufacturing knowledge reuse
P Chhim, RB Chinnam, N Sadawi
Journal of Intelligent Manufacturing 30 (2), 905-916, 2019
Supply chain focus dependent supplier selection problem
G Vanteddu, RB Chinnam, O Gushikin
International Journal of Production Economics 129 (1), 204-216, 2011
On-line reliability estimation of individual components, using degradation signals
RB Chinnam
IEEE Transactions on Reliability 48 (4), 403-412, 1999
Support vector machines for recognizing shifts in correlated and other manufacturing processes
RB Chinnam
International journal of production research 40 (17), 4449-4466, 2002
Autonomous diagnostics and prognostics through competitive learning driven HMM-based clustering
RB Chinnam, P Baruah
Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003
The bullwhip effect in capacitated supply chains with consideration for product life-cycle aspects
B Nepal, A Murat, RB Chinnam
International Journal of Production Economics 136 (2), 318-331, 2012
General support vector representation machine for one-class classification of non-stationary classes
F Camci, RB Chinnam
Pattern Recognition 41 (10), 3021-3034, 2008
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