Ratna Babu Chinnam

51 papers A* 2A 1B 7C 1Journal 33Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Novelty detection framework for monitoring connected vehicle systems with imperfect data.
Int. J. Prod. Res.
Mohammad Badfar, Murat Yildirim, Ratna Babu Chinnam
2024 J jnl
PPB-MCTS: A novel distributed-memory parallel partial-backpropagation Monte Carlo tree search algorithm.
J. Parallel Distributed Comput.
Yashar Naderzadeh, Daniel Grosu, Ratna Babu Chinnam
2024 J jnl
Performance analysis of a production system with two deteriorating machines and a finite buffer.
Central Eur. J. Oper. Res.
Hatice Ucar Guner, Alper Murat, Ratna Babu Chinnam
2023 J jnl
Performance evaluation of automotive dealerships using grouped mixture of regressions.
Expert Syst. Appl.
Haidar Almohri, Ratna Babu Chinnam, Arash A. Amini
2021 A* conf
Reproducibility Companion Paper: On Learning Disentangled Representation for Acoustic Event Detection.
ACM Multimedia
Lijian Gao, Qirong Mao, Jingjing Chen, Ming Dong, Ratna Babu Chinnam, Lucile Sassatelli, Miguel Fabián Romero Rondón, Ujjwal Sharma
2021 J jnl
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation.
IEEE Trans. Multim.
Hajar Emami, Majid Moradi Aliabadi, Ming Dong, Ratna Babu Chinnam
2021 J jnl
Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities.
IEEE Trans. Intell. Transp. Syst.
Seyed Sajjad Fazeli, Saravanan Venkatachalam, Ratna Babu Chinnam, Alper Ekrem Murat
2020 J jnl
Appointment Scheduling at Outpatient Clinics Using Two-Stage Stochastic Programming Approach.
IEEE Access
Samira Fazel Anvaryazdi, Saravanan Venkatachalam, Ratna Babu Chinnam
2019 J jnl
A Stochastic Programming Approach for Electric Vehicle Charging Network Design.
IEEE Trans. Intell. Transp. Syst.
Sina Faridimehr, Saravanan Venkatachalam, Ratna Babu Chinnam
2019 J jnl
An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools.
Comput. Ind. Eng.
Akhilesh Kumar, Ratna Babu Chinnam, Finn Tseng
2019 A* conf
On Learning Disentangled Representation for Acoustic Event Detection.
ACM Multimedia
Lijian Gao, Qirong Mao, Ming Dong, Yu Jing, Ratna Babu Chinnam
2019 J jnl
Product design and manufacturing process based ontology for manufacturing knowledge reuse.
J. Intell. Manuf.
Peter P. Chhim, Ratna Babu Chinnam, Noureddin Sadawi
2019 J jnl
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation.
CoRR
Hajar Emami, Majid Moradi Aliabadi, Ming Dong, Ratna Babu Chinnam
2018 J jnl
Observational data-driven modeling and optimization of manufacturing processes.
Expert Syst. Appl.
Najibesadat Sadati, Ratna Babu Chinnam, Milad Zafar Nezhad
2018 J jnl
Optimization of strategic planning processes for configurable products.
J. Oper. Res. Soc.
Edward Lawrence Umpfenbach, Evrim Dalkiran, Ratna Babu Chinnam, Alper Ekrem Murat
2018 J jnl
Product development resilience through set-based design.
Syst. Eng.
Stephen Rapp, Ratna Babu Chinnam, Norbert Doerry, Alper Ekrem Murat, Gary Witus
2018 J jnl
Promoting sustainability of automotive products through strategic assortment planning.
Eur. J. Oper. Res.
Edward Lawrence Umpfenbach, Evrim Dalkiran, Ratna Babu Chinnam, Alper Ekrem Murat
2017 J jnl
A Stochastic Programming Approach for Electric Vehicle Charging Network Design.
CoRR
Sina Faridimehr, Saravanan Venkatachalam, Ratna Babu Chinnam
2017 J jnl
A mutual information based online evolving clustering approach and its applications.
Evol. Syst.
Fling Tseng, Dimitar P. Filev, Ratna Babu Chinnam
2017 J jnl
An unpaired pickup and delivery problem with time dependent assignment costs: Application in air cargo transportation.
Eur. J. Oper. Res.
Farshid Azadian, Alper Ekrem Murat, Ratna Babu Chinnam
2017 C conf
Deriving Business Recommendations for Franchises Using Competitive Learning Driven MLP-Based Clustering.
EANN
Haidar Almohri, Ratna Babu Chinnam
2017 J jnl
Knowledge reuse through electronic knowledge repositories: a multi theoretical study.
J. Knowl. Manag.
Peter P. Chhim, Toni M. Somers, Ratna Babu Chinnam
2017 J jnl
Optimal Routing for Plug-In Hybrid Electric Vehicles.
Transp. Sci.
Mahyar Movahed Nejad, Lena Mashayekhy, Daniel Grosu, Ratna Babu Chinnam
2017 J jnl
Soft Boundary Approach for Unsupervised Gesture Segmentation in Robotic-Assisted Surgery.
IEEE Robotics Autom. Lett.
Mahtab Jahanbani Fard, Sattar Ameri, Ratna Babu Chinnam, R. Darin Ellis
2016 J jnl
Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery.
CoRR
Mahtab Jahanbani Fard, Sattar Ameri, Ratna Babu Chinnam, Abhilash K. Pandya, Michael D. Klein, R. Darin Ellis
2016 A conf
Survival Analysis based Framework for Early Prediction of Student Dropouts.
CIKM
Sattar Ameri, Mahtab Jahanbani Fard, Ratna Babu Chinnam, Chandan K. Reddy
2015 J jnl
Integrated production and logistics planning: Contract manufacturing and choice of air/surface transportation.
Eur. J. Oper. Res.
Farshid Azadian, Alper Ekrem Murat, Ratna Babu Chinnam
2013 J jnl
Efficient exact optimization of multi-objective redundancy allocation problems in series-parallel systems.
Reliab. Eng. Syst. Saf.
Dingzhou Cao, Alper Ekrem Murat, Ratna Babu Chinnam
2012 J jnl
Dynamic routing under recurrent and non-recurrent congestion using real-time ITS information.
Comput. Oper. Res.
Ali Riza Güner, Alper Ekrem Murat, Ratna Babu Chinnam
2012 — conf
Effects of traffic network dynamics on hierarchical community-based representations of large road networks.
ITSC
Mahyar Movahed Nejad, Lena Mashayekhy, Ratna Babu Chinnam
2011 — conf
State space reduction in modeling traffic network dynamics for dynamic routing under ITS.
ITSC
Mahyar Movahed Nejad, Lena Mashayekhy, Ali Taghavi, Ratna Babu Chinnam
2011 J jnl
mr
Inf. Sci.
Alper Ünler, Alper Ekrem Murat, Ratna Babu Chinnam
2010 J jnl
An Industrial Strength Novelty Detection Framework for Autonomous Equipment Monitoring and Diagnostics.
IEEE Trans. Ind. Informatics
Dimitar P. Filev, Ratna Babu Chinnam, Finn Tseng, Pundarikaksha Baruah
2010 J jnl
Health-State Estimation and Prognostics in Machining Processes.
IEEE Trans Autom. Sci. Eng.
Fatih Camci, Ratna Babu Chinnam
2009 J jnl
Metamodels for variable importance decomposition with applications to probabilistic engineering design.
Comput. Ind. Eng.
Hemalatha Sathyanarayanamurthy, Ratna Babu Chinnam
2008 — ch.
Automotive Manufacturing: Intelligent Resistance Welding.
Computational Intelligence in Automotive Applications
Mahmoud El-Banna, Dimitar P. Filev, Ratna Babu Chinnam
2008 J jnl
General support vector representation machine for one-class classification of non-stationary classes.
Pattern Recognit.
Fatih Camci, Ratna Babu Chinnam
2008 B conf
Hidden-Markov model based sequential clustering for autonomous diagnostics.
IJCNN
Akhilesh Kumar, Finn Tseng, Yan Guo, Ratna Babu Chinnam
2007 — ch.
Computation Intelligence in Online Reliability Monitoring.
Intelligence in Reliability Engineering
Ratna Babu Chinnam, Bharatendra Rai
2007 J jnl
Empirical prediction limit estimation methods for feed-forward neural networks.
Int. J. Gen. Syst.
Ratna Babu Chinnam, Pundarikaksha Baruah
2007 J jnl
MASCF: A generic process-centered methodological framework for analysis and design of multi-agent supply chain systems.
Comput. Ind. Eng.
Ramakrishna Govindu, Ratna Babu Chinnam
2006 B conf
An Autonomous Diagnostics and Prognostics Framework for Condition-Based Maintenance.
IJCNN
Pundarikaksha Baruah, Ratna Babu Chinnam, Dimitar P. Filev
2006 B conf
Hierarchical HMMs for Autonomous Diagnostics and Prognostics.
IJCNN
Fatih Camci, Ratna Babu Chinnam
2006 B conf
Intelligent Constant Current Control for Resistance Spot Welding.
FUZZ-IEEE
Mahmoud El-Banna, Dimitar P. Filev, Ratna Babu Chinnam
2005 B conf
Dynamic Bayesian networks for machine diagnostics: hierarchical hidden Markov models vs. competitive learning.
IJCNN
Faith Camci, Ratna Babu Chinnam
2004 — conf
An adaptive clustering algorithm for autonomous agents.
Neural Networks and Computational Intelligence
Pundarikaksha Baruah, Ratna Babu Chinnam
2004 B conf
Non-stationary data domain description using weighted support vector novelty detector.
IJCNN
Fatih Camci, Ratna Babu Chinnam
2004 — conf
On-line novelty detection for non-stationary classes using a modified support vector machine.
Neural Networks and Computational Intelligence
Fatih Camci, Ratna Babu Chinnam
2003 J jnl
A fuzzy logic based approach to reliability improvement estimation during product development.
Reliab. Eng. Syst. Saf.
Om Prakash Yadav, Nanua Singh, Ratna Babu Chinnam, Parveen S. Goel
2003 B conf
Autonomous diagnostics and prognostics through competitive learning driven HMM-based clustering.
IJCNN
Ratna Babu Chinnam, Pundarikaksha Baruah
2000 — conf
Role of Artificial Neural Networks and Wavelets in On-Line Reliability Monitoring of Physical Systems.
IJCNN (6)
Steve F. Hiebert, Ratna Babu Chinnam