Ramin Moghaddass

According to our database, Ramin Moghaddass authored at least 19 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

State-space recurrent neural networks for predictive analytics and latent state estimation.

Ramin Moghaddass, Cheng-Bang Chen

Appl. Soft Comput., 2025

Advanced Anomaly Detection in Smart Grids Using Graph Convolutional Networks With Integrated Node and Line Sensor Data.

Mahdi Zarif, Ramin Moghaddass

IEEE Access, 2025

2024

Enhancing anomaly detection with adaptive node inspection in large-scale networks with binary sensors.

Feiran Xu, Ramin Moghaddass

Comput. Ind. Eng., 2024

2022

A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states.

Mohammadmahdi Hajiha, Xiao Liu, Young M. Lee, Ramin Moghaddass

Reliab. Eng. Syst. Saf., 2022

Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks.

Ramin Moghaddass, Yongtao Guan

INFORMS J. Comput., 2022

2020

A Double Hybrid State-Space Model for Real-Time Sensor-Driven Monitoring of Deteriorating Systems.

Erotokritos Skordilis, Ramin Moghaddass

IEEE Trans Autom. Sci. Eng., 2020

A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics.

Erotokritos Skordilis, Ramin Moghaddass

Comput. Ind. Eng., 2020

2019

Smart Control of Fleets of Electric Vehicles in Smart and Connected Communities.

Ramin Moghaddass, Osama A. Mohammed, Erotokritos Skordilis, Shihab S. Asfour

IEEE Trans. Smart Grid, 2019

2018

A Hierarchical Framework for Smart Grid Anomaly Detection Using Large-Scale Smart Meter Data.

Ramin Moghaddass, Jianhui Wang

IEEE Trans. Smart Grid, 2018

Bayesian Patchworks: An Approach to Case-Based Reasoning.

Ramin Moghaddass, Cynthia Rudin

CoRR, 2018

Joint optimization of ordering and maintenance with condition monitoring data.

Ramin Moghaddass, Seyda Ertekin

Ann. Oper. Res., 2018

2017

A condition monitoring approach for real-time monitoring of degrading systems using Kalman filter and logistic regression.

Erotokritos Skordilis, Ramin Moghaddass

Int. J. Prod. Res., 2017

2016

The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes.

Ramin Moghaddass, Cynthia Rudin, David Madigan

J. Mach. Learn. Res., 2016

2014

An integrated framework for online diagnostic and prognostic health monitoring using a multistate deterioration process.

Ramin Moghaddass, Ming Jian Zuo

Reliab. Eng. Syst. Saf., 2014

2013

Selective maintenance for binary systems under imperfect repair.

Mayank Kumar Pandey, Ming Jian Zuo, Ramin Moghaddass, M. K. Tiwari

Reliab. Eng. Syst. Saf., 2013

2012

A parameter estimation method for a condition-monitored device under multi-state deterioration.

Ramin Moghaddass, Ming Jian Zuo

Reliab. Eng. Syst. Saf., 2012

2011

Reliability and Availability Analysis of a Repairable k-out-of-n: G System With R Repairmen Subject to Shut-Off Rules.

Ramin Moghaddass, Ming Jian Zuo, Jian Qu

IEEE Trans. Reliab., 2011

Availability of a general k-out-of-n: G system with non-identical components considering shut-off rules using quasi-birth-death process.

Ramin Moghaddass, Ming Jian Zuo, Wenbin Wang

Reliab. Eng. Syst. Saf., 2011

Optimal Design of a Multi-State Weighted Series-Parallel System Using Physical Programming and Genetic Algorithms.

Wei Li, Ming Jian Zuo, Ramin Moghaddass

Asia Pac. J. Oper. Res., 2011