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R

Ratna Babu Chinnam

wayne state university

36H-index
158Paper Count
4.3KCitation Count
Published Papers 53
Publication Date
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Advancing Intelligent Fault Diagnosis Through Enhanced Mechanisms in Transfer Learning
errMACHINES
IF2.5
err2025-12-05
err0
errOAAI
errAbbas, Hadi; Chinnam, Ratna B.
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errSave
A novel sensor-driven framework for preemptive failure detection in energy systems: Application to photovoltaic inverters
errSolar Energy
IF6.6
err2025-06-21
err0
PREAI
errMohammad Badfar; Ratna Babu Chinnam; Shijia Zhao; Feng Qiu; Murat Yildirim
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errSave
Impact of distribution channel dynamics on automotive assortment planning
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2025-05-01
err0
PREAI
errBalasooriya, Maduka; Dalkiran, Evrim; Chinnam, Ratna Babu
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errSave
Novelty detection framework for monitoring connected vehicle systems with imperfect data
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2025-03-27
err0
PREAI
errM. Badfar; M. Yildirim; R.B. Chinnam
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errSave
State-of-charge estimation across battery chemistries: A novel regression-based method and insights from unsupervised domain adaptation
errJOURNAL OF POWER SOURCES
IF7.9
err2025-02-01
err0
PREAI
errBadfar, M.; Yildirim, M.; Chinnam, R. B.
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errSave
A dynamic resilience management framework for deep-tier supply networks
errCLEANER LOGISTICS AND SUPPLY CHAIN
IF6.8
err2024-12-01
err0
errOAAI
errTaghizadeh, Elham; Venkatachalam, Saravanan; Chinnam, Ratna Babu
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errSave
PPB-MCTS: A novel distributed-memory parallel partial-backpropagation Monte Carlo tree search algorithm
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2024-11-01
err1
PREAI
errNaderzadeh, Yashar; Grosu, Daniel; Chinnam, Ratna Babu
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Special issue editorial: Supply chain planning & management challenges and opportunities driven by climate change and other disruptions and how to accelerate societal transition to equitable, sustainable and livable societies
errJOURNAL OF CLEANER PRODUCTION
IF10
err2024-11-01
err0
PREAI
errSubramoniam, Ramesh; Huisingh, Donald; Sundin, Erik; Chinnam, Ratna Babu; Bayulken, Bogachan; Gaur, Jighyasu; Govindan, Kannan; Viegas, Claudia
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Unsupervised abnormality detection in neonatal MRI brain scans using deep learning
errSCIENTIFIC REPORTS
IF3.9
err2023-07-17
err3
errOAAI
errRaad, Jad Dino; Chinnam, Ratna Babu; Arslanturk, Suzan; Tan, Sidhartha; Jeong, Jeong-Won; Mody, Swati
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errSave
Performance evaluation of automotive dealerships using grouped mixture of regressions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err1
PREAI
errAlmohri, Haidar; Chinnam, Ratna Babu; Amini, Arash A.
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Impact of deep-tier visibility on effective resilience assessment of supply networks
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2021-11-01
err18
PREAI
errTaghizadeh, Elham; Venkatachalam, Saravanan; Chinnam, Ratna Babu
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errSave
Neonatal encephalopathy prediction of poor outcome with diffusion-weighted imaging connectome and fixel-based analysis
errPEDIATRIC RESEARCH
IF3.1
err2021-05-08
err8
errOAAI
errJeong, Jeong-Won; Lee, Min-Hee; Fernandes, Nithi; Deol, Saihaj; Mody, Swati; Arslanturk, Suzan; Chinnam, Ratna B.; Tan, Sidhartha
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errSave
Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2021-05-01
err33
errOAAI
errFazeli, Seyed Sajjad; Venkatachalam, Saravanan; Chinnam, Ratna Babu; Murat, Alper
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errSave
Proactive coordination of inpatient bed management to reduce emergency department patient boarding
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2021-01-01
err12
PREAI
errLee, Seung-Yup; Chinnam, Ratna Babu; Dalkiran, Evrim; Krupp, Seth; Nauss, Michael
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errSave
Appointment Scheduling at Outpatient Clinics Using Two-Stage Stochastic Programming Approach
errIEEE ACCESS
IF3.6
err2020-01-01
err7
errOAAI
errAnvaryazdi, Samira Fazel; Venkatachalam, Saravanan; Chinnam, Ratna Babu
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errSave
Data-driven analytics for benchmarking and optimizing the performance of automotive dealerships
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2019-07-01
err12
PREAI
errAlmohri, Haidar; Chinnam, Ratna Babu; Colosimo, Mark
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errSave
A Stochastic Programming Approach for Electric Vehicle Charging Network Design
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2019-05-01
err58
PREAI
errFaridimehr, Sina; Venkatachalam, Saravanan; Chinnam, Ratna Babu
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errSave
An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2019-02-01
err81
PREAI
errKumar, Akhilesh; Chinnam, Ratna Babu; Tseng, Finn
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errSave
Promoting sustainability of automotive products through strategic assortment planning
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2018-08-01
err22
PREAI
errUmpfenbach, Edward Lawrence; Dalkiran, Evrim; Chinnam, Ratna Babu; Murat, Alper Ekrem
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errSave
Observational data-driven modeling and optimization of manufacturing processes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2018-03-01
err51
errOAAI
errSadati, Najibesadat; Chinnam, Ratna Babu; Nezhad, Milad Zafar
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
K
Kannan Govindan
H-index: 125 · Papers: 541
D
Donald Huisingh
H-index: 68 · Papers: 207
D
Dimitar Filev
H-index: 45 · Papers: 311
S
Sidhartha Tan
H-index: 38 · Papers: 126
E
Erik Sundin
H-index: 37 · Papers: 251
View more