Ratna Babu Chinnam

Orcid: 0000-0003-0980-1544

According to our database1, Ratna Babu Chinnam authored at least 42 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Performance evaluation of automotive dealerships using grouped mixture of regressions.
Expert Syst. Appl., 2023

2021
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation.
IEEE Trans. Multim., 2021

Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities.
IEEE Trans. Intell. Transp. Syst., 2021

Reproducibility Companion Paper: On Learning Disentangled Representation for Acoustic Event Detection.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Appointment Scheduling at Outpatient Clinics Using Two-Stage Stochastic Programming Approach.
IEEE Access, 2020

2019
A Stochastic Programming Approach for Electric Vehicle Charging Network Design.
IEEE Trans. Intell. Transp. Syst., 2019

Product design and manufacturing process based ontology for manufacturing knowledge reuse.
J. Intell. Manuf., 2019

An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools.
Comput. Ind. Eng., 2019

On Learning Disentangled Representation for Acoustic Event Detection.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018
Product development resilience through set-based design.
Syst. Eng., 2018

Optimization of strategic planning processes for configurable products.
J. Oper. Res. Soc., 2018

Observational data-driven modeling and optimization of manufacturing processes.
Expert Syst. Appl., 2018

Promoting sustainability of automotive products through strategic assortment planning.
Eur. J. Oper. Res., 2018

2017
Optimal Routing for Plug-In Hybrid Electric Vehicles.
Transp. Sci., 2017

Soft Boundary Approach for Unsupervised Gesture Segmentation in Robotic-Assisted Surgery.
IEEE Robotics Autom. Lett., 2017

Knowledge reuse through electronic knowledge repositories: a multi theoretical study.
J. Knowl. Manag., 2017

A mutual information based online evolving clustering approach and its applications.
Evol. Syst., 2017

An unpaired pickup and delivery problem with time dependent assignment costs: Application in air cargo transportation.
Eur. J. Oper. Res., 2017

Deriving Business Recommendations for Franchises Using Competitive Learning Driven MLP-Based Clustering.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery.
CoRR, 2016

Survival Analysis based Framework for Early Prediction of Student Dropouts.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Integrated production and logistics planning: Contract manufacturing and choice of air/surface transportation.
Eur. J. Oper. Res., 2015

2013
Efficient exact optimization of multi-objective redundancy allocation problems in series-parallel systems.
Reliab. Eng. Syst. Saf., 2013

2012
Dynamic routing under recurrent and non-recurrent congestion using real-time ITS information.
Comput. Oper. Res., 2012

Effects of traffic network dynamics on hierarchical community-based representations of large road networks.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
mr<sup>2</sup>PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification.
Inf. Sci., 2011

State space reduction in modeling traffic network dynamics for dynamic routing under ITS.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2010
An Industrial Strength Novelty Detection Framework for Autonomous Equipment Monitoring and Diagnostics.
IEEE Trans. Ind. Informatics, 2010

Health-State Estimation and Prognostics in Machining Processes.
IEEE Trans Autom. Sci. Eng., 2010

2009
Metamodels for variable importance decomposition with applications to probabilistic engineering design.
Comput. Ind. Eng., 2009

2008
Automotive Manufacturing: Intelligent Resistance Welding.
Proceedings of the Computational Intelligence in Automotive Applications, 2008

General support vector representation machine for one-class classification of non-stationary classes.
Pattern Recognit., 2008

Hidden-Markov model based sequential clustering for autonomous diagnostics.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Computation Intelligence in Online Reliability Monitoring.
Proceedings of the Intelligence in Reliability Engineering: New Metaheuristics, 2007

Empirical prediction limit estimation methods for feed-forward neural networks.
Int. J. Gen. Syst., 2007

MASCF: A generic process-centered methodological framework for analysis and design of multi-agent supply chain systems.
Comput. Ind. Eng., 2007

2006
Hierarchical HMMs for Autonomous Diagnostics and Prognostics.
Proceedings of the International Joint Conference on Neural Networks, 2006

An Autonomous Diagnostics and Prognostics Framework for Condition-Based Maintenance.
Proceedings of the International Joint Conference on Neural Networks, 2006

Intelligent Constant Current Control for Resistance Spot Welding.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2004
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, 2004

An adaptive clustering algorithm for autonomous agents.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

2003
A fuzzy logic based approach to reliability improvement estimation during product development.
Reliab. Eng. Syst. Saf., 2003


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