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Ratna B. Chinnam, Ph.D. - Publications

Affiliations: 
1994-2000 Industrial & Manufacturing Engineering North Dakota State University, Fargo, ND, United States 
 2000- Industrial & Systems Engineering Wayne State University, Detroit, MI, United States 
Area:
Industrial Engineering, Analytics, Data Science
Website:
http://engineering.wayne.edu/profile/ai2396
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67 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Fazeli SS, Venkatachalam S, Chinnam RB, Murat A. Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities Ieee Transactions On Intelligent Transportation Systems. 1-16. DOI: 10.1109/Tits.2020.2979363  0.367
2019 Lee SY, Chinnam RB, Dalkiran E, Krupp S, Nauss M. Prediction of emergency department patient disposition decision for proactive resource allocation for admission. Health Care Management Science. PMID 31444660 DOI: 10.1007/S10729-019-09496-Y  0.313
2019 Faridimehr S, Venkatachalam S, Chinnam RB. A Stochastic Programming Approach for Electric Vehicle Charging Network Design Ieee Transactions On Intelligent Transportation Systems. 20: 1870-1882. DOI: 10.1109/Tits.2018.2841391  0.305
2019 Almohri H, Chinnam RB, Colosimo M. Data-driven analytics for benchmarking and optimizing the performance of automotive dealerships International Journal of Production Economics. 213: 69-80. DOI: 10.1016/J.Ijpe.2019.03.004  0.385
2019 Kumar A, Chinnam RB, Tseng F. An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools Computers & Industrial Engineering. 128: 1008-1014. DOI: 10.1016/J.Cie.2018.05.017  0.544
2018 Umpfenbach EL, Dalkiran E, Chinnam RB, Murat AE. Optimization of strategic planning processes for configurable products Journal of the Operational Research Society. 69: 1834-1853. DOI: 10.1057/S41274-017-0287-3  0.742
2018 Sadati N, Chinnam RB, Nezhad MZ. Observational data-driven modeling and optimization of manufacturing processes Expert Systems With Applications. 93: 456-464. DOI: 10.1016/J.Eswa.2017.10.028  0.397
2018 Umpfenbach EL, Dalkiran E, Chinnam RB, Murat AE. Promoting sustainability of automotive products through strategic assortment planning European Journal of Operational Research. 269: 272-285. DOI: 10.1016/J.Ejor.2017.08.031  0.773
2018 Rapp S, Chinnam R, Doerry N, Murat A, Witus G. Product development resilience through set-based design Systems Engineering. 21: 490-500. DOI: 10.1002/Sys.21449  0.301
2017 Nejad MM, Mashayekhy L, Grosu D, Chinnam RB. Optimal Routing for Plug-In Hybrid Electric Vehicles Transportation Science. 51: 1304-1325. DOI: 10.1287/Trsc.2016.0706  0.318
2017 Güner AR, Murat A, Chinnam RB. Dynamic routing for milk-run tours with time windows in stochastic time-dependent networks Transportation Research Part E: Logistics and Transportation Review. 97: 251-267. DOI: 10.1016/J.Tre.2016.10.014  0.666
2017 Zhou C, Chinnam RB, Dalkiran E, Korostelev A. Bayesian approach to hazard rate models for early detection of warranty and reliability problems using upstream supply chain information International Journal of Production Economics. 193: 316-331. DOI: 10.1016/J.Ijpe.2017.07.020  0.615
2017 Kumar A, Chinnam RB, Murat A. Hazard rate models for core return modeling in auto parts remanufacturing International Journal of Production Economics. 183: 354-361. DOI: 10.1016/J.Ijpe.2016.07.002  0.579
2017 Azadian F, Murat A, Chinnam RB. An unpaired pickup and delivery problem with time dependent assignment costs: Application in air cargo transportation European Journal of Operational Research. 263: 188-202. DOI: 10.1016/J.Ejor.2017.04.033  0.775
2017 Chhim P, Chinnam RB, Sadawi N. Product design and manufacturing process based ontology for manufacturing knowledge reuse Journal of Intelligent Manufacturing. 30: 905-916. DOI: 10.1007/S10845-016-1290-2  0.355
2016 Nejad MM, Mashayekhy L, Chinnam RB, Phillips A. Hierarchical time-dependent shortest path algorithms for vehicle routing under ITS Iie Transactions (Institute of Industrial Engineers). 48: 158-169. DOI: 10.1080/0740817X.2015.1078523  0.318
2016 Guner HU, Chinnam RB, Murat A. Simulation platform for anticipative plant-level maintenance decision support system International Journal of Production Research. 54: 1785-1803. DOI: 10.1080/00207543.2015.1064179  0.363
2016 Xie N, Duan M, Chinnam RB, Li A, Xue W. An energy modeling and evaluation approach for machine tools using generalized stochastic Petri Nets Journal of Cleaner Production. 113: 523-531. DOI: 10.1016/J.Jclepro.2015.09.100  0.342
2016 Kremer GE, Haapala K, Murat A, Chinnam RB, Kim KY, Monplaisir L, Lei T. Directions for instilling economic and environmental sustainability across product supply chains Journal of Cleaner Production. 112: 2066-2078. DOI: 10.1016/J.Jclepro.2015.07.076  0.429
2016 Baruah P, Chinnam RB, Korostelev A, Dalkiran E. Optimal soft-order revisions under demand and supply uncertainty and upstream information International Journal of Production Economics. 182: 14-25. DOI: 10.1016/J.Ijpe.2016.08.009  0.638
2015 Qiu S, Chinnam RB, Murat A, Batarse B, Neemuchwala H, Jordan W. A cost sensitive inpatient bed reservation approach to reduce emergency department boarding times. Health Care Management Science. 18: 67-85. PMID 24811547 DOI: 10.1007/S10729-014-9283-1  0.537
2015 Wang G, Chinnam RB, Dogan I, Jia Y, Houston M, Ockers J. Focused factories: A Bayesian framework for estimating non-product related investment International Journal of Production Research. 53: 3917-3933. DOI: 10.1080/00207543.2014.975373  0.626
2015 Azadian F, Murat A, Chinnam RB. Integrated production and logistics planning: Contract manufacturing and choice of air/surface transportation European Journal of Operational Research. 247: 113-123. DOI: 10.1016/J.Ejor.2015.06.004  0.796
2014 Vanteddu G, Chinnam RB. Supply chain focus dependent sensitivity of the point of product differentiation International Journal of Production Research. 52: 4984-5001. DOI: 10.1080/00207543.2014.886026  0.802
2014 Taghavi A, Chinnam RB. Assortment planning of automotive products with considerations for economic and environmental impacts of technology selection Journal of Cleaner Production. 70: 132-144. DOI: 10.1016/J.Jclepro.2014.02.004  0.385
2013 Cao D, Murat A, Chinnam RB. Efficient exact optimization of multi-objective redundancy allocation problems in series-parallel systems Reliability Engineering and System Safety. 111: 154-163. DOI: 10.1016/J.Ress.2012.09.013  0.526
2013 Subramoniam R, Huisingh D, Chinnam RB, Subramoniam S. Remanufacturing Decision-Making Framework (RDMF): Research validation using the analytical hierarchical process Journal of Cleaner Production. 40: 212-220. DOI: 10.1016/J.Jclepro.2011.09.004  0.376
2012 Zhou C, Chinnam RB, Korostelev A. Hazard rate models for early detection of reliability problems using information from warranty databases and upstream supply chain International Journal of Production Economics. 139: 180-195. DOI: 10.1016/J.Ijpe.2012.04.007  0.612
2012 Güner AR, Murat A, Chinnam RB. Dynamic routing under recurrent and non-recurrent congestion using real-time ITS information Computers and Operations Research. 39: 358-373. DOI: 10.1016/J.Cor.2011.04.012  0.682
2011 Azadian F, Murat AE, Chinnam RB. Dynamic routing of time-sensitive air cargo using real-time information 51st Agifors Annual Proceedings - Annual Symposium and Study Group Meeting, Agifors 2011. 1: 410-433. DOI: 10.1016/J.Tre.2011.07.004  0.78
2011 Azadian F, Murat AE, Chinnam RB. Dynamic routing of time-sensitive air cargo using real-time information 51st Agifors Annual Proceedings - Annual Symposium and Study Group Meeting, Agifors 2011. 1: 410-433. DOI: 10.1016/j.tre.2011.07.004  0.782
2011 Vanteddu G, Chinnam RB, Gushikin O. Supply chain focus dependent supplier selection problem International Journal of Production Economics. 129: 204-216. DOI: 10.1016/J.Ijpe.2010.10.003  0.798
2010 Filev DP, Chinnam RB, Tseng F, Baruah P. An industrial strength novelty detection framework for autonomous equipment monitoring and diagnostics Ieee Transactions On Industrial Informatics. 6: 767-779. DOI: 10.1109/Tii.2010.2060732  0.622
2010 Camci F, Chinnam RB. Health-state estimation and prognostics in machining processes Ieee Transactions On Automation Science and Engineering. 7: 581-597. DOI: 10.1109/Tase.2009.2038170  0.664
2010 Govindu R, Chinnam RB. A software agent-component based framework for multi-agent supply chain modelling and simulation International Journal of Modelling and Simulation. 30: 155-171. DOI: 10.1080/02286203.2010.11442569  0.783
2010 Subramoniam R, Huisingh D, Chinnam RB. Aftermarket remanufacturing strategic planning decision-making framework: Theory & practice Journal of Cleaner Production. 18: 1575-1586. DOI: 10.1016/J.Jclepro.2010.07.022  0.364
2009 McNicol JD, Monplaisir LF, Chinnam RB. A framework for developing a CSCW environment to improve concept-based decision making International Journal of Collaborative Enterprise. 1: 39. DOI: 10.1504/Ijcent.2009.026455  0.339
2009 Chinnam RB, Baruah P. Autonomous diagnostics and prognostics in machining processes through competitive learning-driven HMM-based clustering International Journal of Production Research. 47: 6739-6758. DOI: 10.1080/00207540802232930  0.605
2009 Subramoniam R, Huisingh D, Chinnam RB. Remanufacturing for the automotive aftermarket-strategic factors: literature review and future research needs Journal of Cleaner Production. 17: 1163-1174. DOI: 10.1016/J.Jclepro.2009.03.004  0.398
2009 Sathyanarayanamurthy H, Chinnam RB. Metamodels for variable importance decomposition with applications to probabilistic engineering design Computers and Industrial Engineering. 57: 996-1007. DOI: 10.1016/J.Cie.2009.04.003  0.319
2008 Dogan I, Yoo JW, Chinnam RB, Jia Y, Vanteddu G. Design and analysis of agents for supply chain management: Experiences from the Trading Agent Competition International Journal of Modelling and Simulation. 28: 448-461. DOI: 10.1080/02286203.2008.11442498  0.774
2008 Camci F, Chinnam RB, Ellis RD. Robust kernel distance multivariate control chart using support vector principles International Journal of Production Research. 46: 5075-5095. DOI: 10.1080/00207540500543265  0.68
2008 Camci F, Chinnam RB. General support vector representation machine for one-class classification of non-stationary classes Pattern Recognition. 41: 3021-3034. DOI: 10.1016/J.Patcog.2008.04.001  0.656
2008 El-Banna M, Filev D, Chinnam RB. Online qualitative nugget classification by using a linear vector quantization neural network for resistance spot welding International Journal of Advanced Manufacturing Technology. 36: 237-248. DOI: 10.1007/S00170-006-0835-5  0.646
2008 El-Banna M, Filev D, Chinnam RB. Automotive manufacturing: Intelligent resistance welding Studies in Computational Intelligence. 132: 219-235. DOI: 10.1007/978-3-540-79257-4_12  0.622
2007 Gautam N, Chinnam RB, Singh N. Design reuse framework: A perspective for lean development International Journal of Product Development. 4: 485-507. DOI: 10.1504/Ijpd.2007.013044  0.374
2007 Nepal B, Chinnam RB, Petrycia J, Brush E, Chisholm C, Hearn M, Meixner M. A quality-based business model for determining non-product investment: A case study from a Ford automotive engine plant Emj - Engineering Management Journal. 19: 41-56. DOI: 10.1080/10429247.2007.11431739  0.377
2007 Govindu R, Chinnam RB. MASCF: A generic process-centered methodological framework for analysis and design of multi-agent supply chain systems Computers and Industrial Engineering. 53: 584-609. DOI: 10.1016/J.Cie.2007.06.003  0.788
2007 Vanteddu G, Chinnam RB, Yang K, Gushikin O. Supply chain focus dependent safety stock placement International Journal of Flexible Manufacturing Systems. 19: 463-485. DOI: 10.1007/S10696-008-9050-Z  0.798
2006 Vanteddu G, Chinnam RB, Yang K. A performance comparison tool for supply chain management International Journal of Logistics Systems and Management. 2: 342-356. DOI: 10.1504/Ijlsm.2006.010380  0.799
2006 El-Banna M, Filev D, Chinnam RB. Intelligent constant current control for resistance spot welding Ieee International Conference On Fuzzy Systems. 1570-1577. DOI: 10.1109/FUZZY.2006.1681917  0.612
2006 Camci F, Chinnam RB. Hierarchical HMMs for autonomous diagnostics and prognostics Ieee International Conference On Neural Networks - Conference Proceedings. 2445-2452.  0.66
2005 Camci F, Chinnam RB. Dynamic Bayesian networks for machine diagnostics: Hierarchical Hidden Markov models vs. competitive learning Proceedings of the International Joint Conference On Neural Networks. 3: 1752-1757. DOI: 10.1109/IJCNN.2005.1556145  0.648
2005 Baruah P, Chinnam RB. HMMs for diagnostics and prognostics in machining processes International Journal of Production Research. 43: 1275-1293. DOI: 10.1080/00207540412331327727  0.601
2004 Baruah P, Chinnam RB. An adaptive clustering algorithm for autonomous agents Proceedings of the Iasted International Conference On Neural Networks and Computational Intelligence. 73-78.  0.506
2004 Camci F, Chinnam RB. Non-stationary data domain description using weighted support vector novelty detector Ieee International Conference On Neural Networks - Conference Proceedings. 1: 723-728.  0.624
2004 Camci F, Chinnam RB. On-line novelty detection for non-stationary classes using a modified support vector machine Proceedings of the Iasted International Conference On Neural Networks and Computational Intelligence. 244-249.  0.627
2003 Chinnam RB, Baruah P. A neuro-fuzzy approach for estimating mean residual life in condition-based maintenance systems International Journal of Materials and Product Technology. 20: 166-179. DOI: 10.1504/Ijmpt.2004.003920  0.589
2003 Yadav OP, Singh N, Chinnam RB, Goel PS. A fuzzy logic based approach to reliability improvement estimation during product development Reliability Engineering and System Safety. 80: 63-74. DOI: 10.1016/S0951-8320(02)00268-5  0.341
2003 Chinnam RB, Baruah P. Autonomous Diagnostics and Prognostics Through Competitive Learning Driven HMM-Based Clustering Proceedings of the International Joint Conference On Neural Networks. 4: 2466-2471.  0.525
2002 Chinnam RB, Baruah P. Empirical prediction limit estimation methods for feed-forward neural networks Proceedings of the International Joint Conference On Neural Networks. 1: 535-540. DOI: 10.1080/03081070600782170  0.531
2002 Chinnam RB, Baruah P. Empirical prediction limit estimation methods for feed-forward neural networks Proceedings of the International Joint Conference On Neural Networks. 1: 535-540. DOI: 10.1080/03081070600782170  0.575
2002 Chinnam RB. Support vector machines for recognizing shifts in correlated and other manufacturing processes International Journal of Production Research. 40: 4449-4466. DOI: 10.1080/00207540210152920  0.315
2002 Chinnam RB. On-line reliability estimation for individual components using statistical degradation signal models Quality and Reliability Engineering International. 18: 53-73. DOI: 10.1002/Qre.453  0.354
1999 Chinnam RB. On-line reliability estimation of individual components, using degradation signals Ieee Transactions On Reliability. 48: 403-412. DOI: 10.1109/24.814523  0.32
1997 Chinnam RB, Kolarik WJ. Neural network-based quality controllers for manufacturing systems International Journal of Production Research. 35: 2601-2620. DOI: 10.1080/002075497194688  0.723
1996 Chinnam RB, Kolarik WJ, Manne CV. Performance reliability prediction of tools in metal cutting using the validity index neural network International Journal of Modelling and Simulation. 16: 210-217. DOI: 10.1080/02286203.1996.11760301  0.711
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