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Ratna Babu Chinnam
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2020 – today
- 2024
- [j28]Hatice Ucar Guner
, Alper Murat
, Ratna Babu Chinnam
:
Performance analysis of a production system with two deteriorating machines and a finite buffer. Central Eur. J. Oper. Res. 32(3): 621-651 (2024) - 2023
- [j27]Haidar Almohri
, Ratna Babu Chinnam, Arash A. Amini
:
Performance evaluation of automotive dealerships using grouped mixture of regressions. Expert Syst. Appl. 213(Part): 119266 (2023) - 2021
- [j26]Seyed Sajjad Fazeli
, Saravanan Venkatachalam
, Ratna Babu Chinnam
, Alper Ekrem Murat:
Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities. IEEE Trans. Intell. Transp. Syst. 22(5): 3038-3053 (2021) - [j25]Hajar Emami
, Majid Moradi Aliabadi
, Ming Dong, Ratna Babu Chinnam
:
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation. IEEE Trans. Multim. 23: 391-401 (2021) - [c12]Lijian Gao, Qirong Mao, Jingjing Chen, Ming Dong, Ratna Babu Chinnam, Lucile Sassatelli, Miguel Fabián Romero Rondón, Ujjwal Sharma:
Reproducibility Companion Paper: On Learning Disentangled Representation for Acoustic Event Detection. ACM Multimedia 2021: 3638-3641 - 2020
- [j24]Samira Fazel Anvaryazdi
, Saravanan Venkatachalam
, Ratna Babu Chinnam
:
Appointment Scheduling at Outpatient Clinics Using Two-Stage Stochastic Programming Approach. IEEE Access 8: 175297-175305 (2020)
2010 – 2019
- 2019
- [j23]Akhilesh Kumar
, Ratna Babu Chinnam
, Finn Tseng:
An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools. Comput. Ind. Eng. 128: 1008-1014 (2019) - [j22]Peter P. Chhim, Ratna Babu Chinnam
, Noureddin Sadawi
:
Product design and manufacturing process based ontology for manufacturing knowledge reuse. J. Intell. Manuf. 30(2): 905-916 (2019) - [j21]Sina Faridimehr
, Saravanan Venkatachalam
, Ratna Babu Chinnam
:
A Stochastic Programming Approach for Electric Vehicle Charging Network Design. IEEE Trans. Intell. Transp. Syst. 20(5): 1870-1882 (2019) - [c11]Lijian Gao, Qirong Mao, Ming Dong, Yu Jing, Ratna Babu Chinnam:
On Learning Disentangled Representation for Acoustic Event Detection. ACM Multimedia 2019: 2006-2014 - [i3]Hajar Emami, Majid Moradi Aliabadi, Ming Dong, Ratna Babu Chinnam:
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation. CoRR abs/1908.06616 (2019) - 2018
- [j20]Edward Lawrence Umpfenbach, Evrim Dalkiran, Ratna Babu Chinnam
, Alper Ekrem Murat:
Promoting sustainability of automotive products through strategic assortment planning. Eur. J. Oper. Res. 269(1): 272-285 (2018) - [j19]Najibesadat Sadati, Ratna Babu Chinnam, Milad Zafar Nezhad:
Observational data-driven modeling and optimization of manufacturing processes. Expert Syst. Appl. 93: 456-464 (2018) - [j18]Edward Lawrence Umpfenbach, Evrim Dalkiran, Ratna Babu Chinnam
, Alper Ekrem Murat:
Optimization of strategic planning processes for configurable products. J. Oper. Res. Soc. 69(11): 1834-1853 (2018) - [j17]Stephen Rapp
, Ratna Babu Chinnam
, Norbert Doerry
, Alper Ekrem Murat, Gary Witus
:
Product development resilience through set-based design. Syst. Eng. 21(5): 490-500 (2018) - 2017
- [j16]Farshid Azadian
, Alper Ekrem Murat, Ratna Babu Chinnam
:
An unpaired pickup and delivery problem with time dependent assignment costs: Application in air cargo transportation. Eur. J. Oper. Res. 263(1): 188-202 (2017) - [j15]Fling Tseng, Dimitar P. Filev, Ratna Babu Chinnam
:
A mutual information based online evolving clustering approach and its applications. Evol. Syst. 8(3): 179-191 (2017) - [j14]Peter P. Chhim, Toni M. Somers, Ratna Babu Chinnam
:
Knowledge reuse through electronic knowledge repositories: a multi theoretical study. J. Knowl. Manag. 21(4): 741-764 (2017) - [j13]Mahtab Jahanbani Fard, Sattar Ameri, Ratna Babu Chinnam, R. Darin Ellis
:
Soft Boundary Approach for Unsupervised Gesture Segmentation in Robotic-Assisted Surgery. IEEE Robotics Autom. Lett. 2(1): 171-178 (2017) - [j12]Mahyar Movahed Nejad, Lena Mashayekhy, Daniel Grosu, Ratna Babu Chinnam:
Optimal Routing for Plug-In Hybrid Electric Vehicles. Transp. Sci. 51(4): 1304-1325 (2017) - [c10]Haidar Almohri, Ratna Babu Chinnam
:
Deriving Business Recommendations for Franchises Using Competitive Learning Driven MLP-Based Clustering. EANN 2017: 490-497 - [i2]Sina Faridimehr, Saravanan Venkatachalam, Ratna Babu Chinnam:
A Stochastic Programming Approach for Electric Vehicle Charging Network Design. CoRR abs/1701.06723 (2017) - 2016
- [c9]Sattar Ameri, Mahtab Jahanbani Fard, Ratna Babu Chinnam
, Chandan K. Reddy:
Survival Analysis based Framework for Early Prediction of Student Dropouts. CIKM 2016: 903-912 - [i1]Mahtab Jahanbani Fard, Sattar Ameri, Ratna Babu Chinnam, Abhilash K. Pandya, Michael D. Klein, R. Darin Ellis:
Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery. CoRR abs/1611.05136 (2016) - 2015
- [j11]Farshid Azadian
, Alper Ekrem Murat, Ratna Babu Chinnam
:
Integrated production and logistics planning: Contract manufacturing and choice of air/surface transportation. Eur. J. Oper. Res. 247(1): 113-123 (2015) - 2013
- [j10]Dingzhou Cao, Alper Ekrem Murat, Ratna Babu Chinnam
:
Efficient exact optimization of multi-objective redundancy allocation problems in series-parallel systems. Reliab. Eng. Syst. Saf. 111: 154-163 (2013) - 2012
- [j9]Ali R. Güner
, Alper Ekrem Murat, Ratna Babu Chinnam
:
Dynamic routing under recurrent and non-recurrent congestion using real-time ITS information. Comput. Oper. Res. 39(2): 358-373 (2012) - [c8]Mahyar Movahed Nejad, Lena Mashayekhy, Ratna Babu Chinnam
:
Effects of traffic network dynamics on hierarchical community-based representations of large road networks. ITSC 2012: 1900-1905 - 2011
- [j8]Alper Ünler, Alper Ekrem Murat, Ratna Babu Chinnam
:
mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification. Inf. Sci. 181(20): 4625-4641 (2011) - [c7]Mahyar Movahed Nejad, Lena Mashayekhy, Ali Taghavi, Ratna Babu Chinnam
:
State space reduction in modeling traffic network dynamics for dynamic routing under ITS. ITSC 2011: 277-282 - 2010
- [j7]Fatih Camci, Ratna Babu Chinnam
:
Health-State Estimation and Prognostics in Machining Processes. IEEE Trans Autom. Sci. Eng. 7(3): 581-597 (2010) - [j6]Dimitar P. Filev, Ratna Babu Chinnam
, Finn Tseng, Pundarikaksha Baruah:
An Industrial Strength Novelty Detection Framework for Autonomous Equipment Monitoring and Diagnostics. IEEE Trans. Ind. Informatics 6(4): 767-779 (2010)
2000 – 2009
- 2009
- [j5]Hemalatha Sathyanarayanamurthy, Ratna Babu Chinnam
:
Metamodels for variable importance decomposition with applications to probabilistic engineering design. Comput. Ind. Eng. 57(3): 996-1007 (2009) - 2008
- [j4]Fatih Camci, Ratna Babu Chinnam
:
General support vector representation machine for one-class classification of non-stationary classes. Pattern Recognit. 41(10): 3021-3034 (2008) - [c6]Akhilesh Kumar, Finn Tseng, Yan Guo, Ratna Babu Chinnam:
Hidden-Markov model based sequential clustering for autonomous diagnostics. IJCNN 2008: 3345-3351 - [p2]Mahmoud El-Banna, Dimitar P. Filev, Ratna Babu Chinnam
:
Automotive Manufacturing: Intelligent Resistance Welding. Computational Intelligence in Automotive Applications 2008: 219-235 - 2007
- [j3]Ramakrishna Govindu, Ratna Babu Chinnam
:
MASCF: A generic process-centered methodological framework for analysis and design of multi-agent supply chain systems. Comput. Ind. Eng. 53(4): 584-609 (2007) - [j2]Ratna Babu Chinnam
, Pundarikaksha Baruah:
Empirical prediction limit estimation methods for feed-forward neural networks. Int. J. Gen. Syst. 36(2): 221-236 (2007) - [p1]Ratna Babu Chinnam
, Bharatendra Rai:
Computation Intelligence in Online Reliability Monitoring. Intelligence in Reliability Engineering 2007: 223-260 - 2006
- [c5]Mahmoud El-Banna, Dimitar P. Filev, Ratna Babu Chinnam
:
Intelligent Constant Current Control for Resistance Spot Welding. FUZZ-IEEE 2006: 1570-1577 - [c4]Fatih Camci, Ratna Babu Chinnam:
Hierarchical HMMs for Autonomous Diagnostics and Prognostics. IJCNN 2006: 2445-2452 - [c3]Pundarikaksha Baruah, Ratna Babu Chinnam, Dimitar P. Filev:
An Autonomous Diagnostics and Prognostics Framework for Condition-Based Maintenance. IJCNN 2006: 3428-3435 - 2004
- [c2]Pundarikaksha Baruah, Ratna Babu Chinnam:
An adaptive clustering algorithm for autonomous agents. Neural Networks and Computational Intelligence 2004: 73-78 - [c1]Fatih Camci, Ratna Babu Chinnam:
On-line novelty detection for non-stationary classes using a modified support vector machine. Neural Networks and Computational Intelligence 2004: 244-249 - 2003
- [j1]Om Prakash Yadav, Nanua Singh, Ratna Babu Chinnam
, Parveen S. Goel:
A fuzzy logic based approach to reliability improvement estimation during product development. Reliab. Eng. Syst. Saf. 80(1): 63-74 (2003)
Coauthor Index
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