Ratna Babu Chinnam - Publications, H-index & Citations

Ratna Babu Chinnam

wayne state university

36H指数

158论文数

4.3K被引数

收录论文 53

发表时间

Advancing Intelligent Fault Diagnosis Through Enhanced Mechanisms in Transfer Learning 通过增强迁移学习机制推进智能故障诊断

MACHINES

IF2.5

2025-12-05

OAAI

Abbas, Hadi; Chinnam, Ratna B.

A novel sensor-driven framework for preemptive failure detection in energy systems: Application to photovoltaic inverters 一种基于传感器的能源系统预测性故障检测新框架：在光伏逆变器中的应用

Solar Energy

IF6.6

2025-06-21

PREAI

Mohammad Badfar; Ratna Babu Chinnam; Shijia Zhao; Feng Qiu; Murat Yildirim

Impact of distribution channel dynamics on automotive assortment planning 分销渠道动态对汽车组合规划的影响

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2025-05-01

PREAI

Balasooriya, Maduka; Dalkiran, Evrim; Chinnam, Ratna Babu

Novelty detection framework for monitoring connected vehicle systems with imperfect data 基于不完美数据监控车联网系统的创新检测框架

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2025-03-27

PREAI

M. Badfar; M. Yildirim; R.B. Chinnam

State-of-charge estimation across battery chemistries: A novel regression-based method and insights from unsupervised domain adaptation

JOURNAL OF POWER SOURCES

IF7.9

2025-02-01

PREAI

Badfar, M.; Yildirim, M.; Chinnam, R. B.

A dynamic resilience management framework for deep-tier supply networks

CLEANER LOGISTICS AND SUPPLY CHAIN

IF6.8

2024-12-01

OAAI

Taghizadeh, Elham; Venkatachalam, Saravanan; Chinnam, Ratna Babu

PPB-MCTS: A novel distributed-memory parallel partial-backpropagation Monte Carlo tree search algorithm

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2024-11-01

PREAI

Naderzadeh, Yashar; Grosu, Daniel; Chinnam, Ratna Babu

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 特刊社论: 气候变化和其他干扰驱动的供应链规划和管理挑战和机遇，以及如何加速社会向公平，可持续和宜居社会的过渡

JOURNAL OF CLEANER PRODUCTION

IF10

2024-11-01

PREAI

Subramoniam, Ramesh; Huisingh, Donald; Sundin, Erik; Chinnam, Ratna Babu; Bayulken, Bogachan; Gaur, Jighyasu; Govindan, Kannan; Viegas, Claudia

Unsupervised abnormality detection in neonatal MRI brain scans using deep learning

SCIENTIFIC REPORTS

IF3.9

2023-07-17

OAAI

Raad, Jad Dino; Chinnam, Ratna Babu; Arslanturk, Suzan; Tan, Sidhartha; Jeong, Jeong-Won; Mody, Swati

Performance evaluation of automotive dealerships using grouped mixture of regressions

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-01

PREAI

Almohri, Haidar; Chinnam, Ratna Babu; Amini, Arash A.

Impact of deep-tier visibility on effective resilience assessment of supply networks

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2021-11-01

PREAI

Taghizadeh, Elham; Venkatachalam, Saravanan; Chinnam, Ratna Babu

Neonatal encephalopathy prediction of poor outcome with diffusion-weighted imaging connectome and fixel-based analysis

PEDIATRIC RESEARCH

IF3.1

2021-05-08

OAAI

Jeong, Jeong-Won; Lee, Min-Hee; Fernandes, Nithi; Deol, Saihaj; Mody, Swati; Arslanturk, Suzan; Chinnam, Ratna B.; Tan, Sidhartha

Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2021-05-01

OAAI

Fazeli, Seyed Sajjad; Venkatachalam, Saravanan; Chinnam, Ratna Babu; Murat, Alper

Proactive coordination of inpatient bed management to reduce emergency department patient boarding

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2021-01-01

PREAI

Lee, Seung-Yup; Chinnam, Ratna Babu; Dalkiran, Evrim; Krupp, Seth; Nauss, Michael

Appointment Scheduling at Outpatient Clinics Using Two-Stage Stochastic Programming Approach

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Anvaryazdi, Samira Fazel; Venkatachalam, Saravanan; Chinnam, Ratna Babu

Data-driven analytics for benchmarking and optimizing the performance of automotive dealerships

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2019-07-01

PREAI

Almohri, Haidar; Chinnam, Ratna Babu; Colosimo, Mark

A Stochastic Programming Approach for Electric Vehicle Charging Network Design

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2019-05-01

PREAI

Faridimehr, Sina; Venkatachalam, Saravanan; Chinnam, Ratna Babu

An HMM and polynomial regression based approach for remaining useful life and health state estimation of cutting tools

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2019-02-01

PREAI

Kumar, Akhilesh; Chinnam, Ratna Babu; Tseng, Finn

Promoting sustainability of automotive products through strategic assortment planning

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2018-08-01

PREAI

Umpfenbach, Edward Lawrence; Dalkiran, Evrim; Chinnam, Ratna Babu; Murat, Alper Ekrem

Observational data-driven modeling and optimization of manufacturing processes

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-03-01

OAAI

Sadati, Najibesadat; Chinnam, Ratna Babu; Nezhad, Milad Zafar

研究方向