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 Technical Fellow - Control & AI, Research & Advanced Engineering, Ford MotorVerified email at Ford.com
R. Darin EllisIndustrial & Systems Engineering Department, College of Engineering, Wayne State UniversityVerified email at wayne.edu
Saravanan VenkatachalamWayne State UniversityVerified email at wayne.edu
Mark NejadAssistant Professor, University of DelawareVerified email at udel.edu
Ramakrishna GovinduInstructor, School of Information Systems & Management, Muma College of Business, University ofVerified email at usf.edu
Evrim DalkiranAssociate Professor of Industrial and Systems Engineering, Wayne State UniversityVerified email at wayne.edu
Akhilesh KumarDepartment of Industrial & Systems Engineering, IIT Kharagpur IndiaVerified email at iem.iitkgp.ernet.in
Ali R Guner, PhDWayne State UniversityVerified email at wayne.edu
Farshid AzadianEmbry-Riddle Aeronautical UniversityVerified email at erau.edu
Ming DongProfessor of Computer Science, Wayne State UniversityVerified email at wayne.edu
Mahmoud El-BannaAssociate prefessor, German Jordanian UniversityVerified email at gju.edu.jo
Leslie F. MonplaisirProfessor and Chair of Industrial and Systems Engineering, Wayne State UniversityVerified email at wayne.edu
Peter P ChhimWayne State UniversityVerified email at wayne.edu
Sina FaridimehrWarnerMediaVerified email at wayne.edu
Haidar AlmohriWayne State UniversityVerified email at wayne.edu
Daniel GrosuAssociate Professor of Computer Science, 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

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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	406	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	354	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	353	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	198	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	187	2013
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	177	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	160	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	154	2020
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	150	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	143	2016
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	142	2004
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	112	2012
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	100	2019
Supply chain focus dependent supplier selection problem G Vanteddu, RB Chinnam, O Gushikin International Journal of Production Economics 129 (1), 204-216, 2011	97	2011
On-line reliability estimation of individual components, using degradation signals RB Chinnam IEEE Transactions on Reliability 48 (4), 403-412, 1999	97	1999
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	95	2003
Support vector machines for recognizing shifts in correlated and other manufacturing processes RB Chinnam International journal of production research 40 (17), 4449-4466, 2002	92	2002
General support vector representation machine for one-class classification of non-stationary classes F Camci, RB Chinnam Pattern Recognition 41 (10), 3021-3034, 2008	89	2008
On‐line reliability estimation for individual components using statistical degradation signal models RB Chinnam Quality and Reliability Engineering International 18 (1), 53-73, 2002	87	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	86	2012

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