Ratna Babu Chinnam, Ph.D.

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Alper MuratAssociate Professor, Wayne State UniversityVerified email at wayne.edu
Pundarikaksha BaruahVerified email at avaya.com
Fatih CamciAmazonVerified email at amazon.com
Fling (Finn) TsengFord Motor CompanyVerified email at ford.com
Dimitar P. FilevSenior Henry Ford Fellow - Control & AI, Ford Research (ret.); Inst. for Advanced Study (TAMU)Verified email at Ford.com
Saravanan VenkatachalamWayne State UniversityVerified email at wayne.edu
R. Darin EllisIndustrial & Systems Engineering Department, College of Engineering, Wayne State UniversityVerified email at wayne.edu
Evrim DalkiranAssociate Professor of Industrial and Systems Engineering, Wayne State UniversityVerified email at wayne.edu
Mark NejadAssociate Professor, University of DelawareVerified email at udel.edu
Akhilesh KumarDepartment of Industrial & Systems Engineering, IIT Kharagpur IndiaVerified email at iem.iitkgp.ernet.in
Ramakrishna GovinduAssistant Professor of Instruction, School of Inf. Sys. & Mgmt., Muma College of Business, USFVerified email at usf.edu
Farshid AzadianEmbry-Riddle Aeronautical UniversityVerified email at erau.edu
Ali R Guner, PhDWayne State UniversityVerified email at wayne.edu
Ming DongProfessor of Computer Science, Wayne State UniversityVerified email at wayne.edu
Peter P ChhimWayne State UniversityVerified email at wayne.edu
Leslie F. MonplaisirProfessor and Chair of Industrial and Systems Engineering, Wayne State UniversityVerified email at wayne.edu
Mahmoud El-BannaAssociate prefessor, German Jordanian UniversityVerified email at gju.edu.jo
Haidar AlmohriWayne State UniversityVerified email at wayne.edu
Daniel GrosuProfessor of Computer Science, Wayne State UniversityVerified email at wayne.edu
Stephen RappU.S. Army Research Scientist and Adjunct Professor of Industrial Engineering, Wayne State UniversityVerified email at wayne.edu

Ratna Babu Chinnam, Ph.D.

Professor & Chair of Industrial & Systems Engineering, Wayne State University

Verified email at wayne.edu - Homepage

Decision Analytics Autonomous Diagnostics Industry 4.0 Supply Chains Sustainability


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
HMMs for diagnostics and prognostics in machining processes P Baruah, RB Chinnam International Journal of Production Research 43 (6), 1275-1293, 2005	424	2005
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	384	2011
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	384	2009
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	235	2020
Health-state estimation and prognostics in machining processes F Camci, RB Chinnam IEEE Transactions on automation science and engineering 7 (3), 581-597, 2010	206	2010
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	204	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	199	2018
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	182	2016
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	181	2003
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	174	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	148	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	143	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	118	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	116	2019
A stochastic programming approach for electric vehicle charging network design S Faridimehr, S Venkatachalam, RB Chinnam IEEE Transactions on Intelligent Transportation Systems 20 (5), 1870-1882, 2019	99	2019
Supply chain focus dependent supplier selection problem G Vanteddu, RB Chinnam, O Gushikin International Journal of Production Economics 129 (1), 204-216, 2011	99	2011
On-line reliability estimation of individual components, using degradation signals RB Chinnam IEEE Transactions on Reliability 48 (4), 403-412, 1999	98	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	97	2002
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	93	2012
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	93	2003

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