Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis. - Kaibo Liu; Abdallah A. Chehade; Changyue Song (IEEE Trans Autom. Sci. Eng., 2017)

Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction. - Abdallah A. Chehade; Scott Bonk; Kaibo Liu (IEEE Trans. Reliab., 2017)

Latent Function Decomposition for Forecasting Li-ion Battery Cells Capacity: A Multi-Output Convolved Gaussian Process Approach. - Abdallah A. Chehade; Ala A. Hussein (CoRR, 2019)

The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion. - Abdallah A. Chehade; Zunya Shi (CoRR, 2019)

Structural Degradation Modeling Framework for Sparse Data Sets With an Application on Alzheimer's Disease. - Abdallah A. Chehade; Kaibo Liu (IEEE Trans Autom. Sci. Eng., 2019)

Sensor Fusion via Statistical Hypothesis Testing for Prognosis and Degradation Analysis. - Abdallah A. Chehade; Zunya Shi (IEEE Trans Autom. Sci. Eng., 2019)

Power-law nonhomogeneous Poisson process with a mixture of latent common shape parameters. - Abdallah A. Chehade; Zunya Shi; Vasiliy V. Krivtsov (Reliab. Eng. Syst. Saf., 2020)

BLNN: An R package for training neural networks using Bayesian inference. - Taysseer Sharaf; Theren Williams; Abdallah A. Chehade; Keshav Pokhrel (SoftwareX, 2020)

A Collaborative Gaussian Process Regression Model for Transfer Learning of Capacity Trends Between Li-Ion Battery Cells. - Abdallah A. Chehade; Ala A. Hussein (IEEE Trans. Veh. Technol., 2020)

Dynamic Adherent Raindrop Simulator for Automotive Vision Systems. - Yazan Hamzeh; Zaid A. El-Shair; Abdallah A. Chehade; Samir A. Rawashdeh (IEEE Access, 2021)

RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection. - Mayuresh Savargaonkar; Abdallah A. Chehade; Samir A. Rawashdeh (CoRR, 2021)

A dual-LSTM framework combining change point detection and remaining useful life prediction. - Zunya Shi; Abdallah A. Chehade (Reliab. Eng. Syst. Saf., 2021)

VTrackIt: A Synthetic Self-Driving Dataset with Infrastructure and Pooled Vehicle Information. - Mayuresh Savargaonkar; Abdallah A. Chehade (CoRR, 2022)

Conditional Gaussian mixture model for warranty claims forecasting. - Abdallah A. Chehade; Mayuresh Savargaonkar; Vasiliy V. Krivtsov (Reliab. Eng. Syst. Saf., 2022)

The Effect of Vehicle Automation Styles on Drivers' Emotional State. - Areen Alsaid; John D. Lee; Sofia I. Noejovich; Abdallah A. Chehade (IEEE Trans. Intell. Transp. Syst., 2023)

Selective Deep Autoencoder for Unsupervised Feature Selection. - Wael Hassanieh; Abdallah A. Chehade (AAAI, 2024)

Cyber Physical System for Data-Driven Modeling of Fused Filament Fabrication (FFF) Extrusion Process. - Osama Habbal; Maximilian Ullrich; Dawood Al Nabhani; Pravansu Mohanty; Zhen Hu; Abdallah A. Chehade; Christopher Pannier (ICPS, 2024)

SeqOAE: Deep sequence-to-sequence orthogonal auto-encoder for time-series forecasting under variable population sizes. - Abdallah A. Chehade; Wael Hassanieh; Vasiliy V. Krivtsov (Reliab. Eng. Syst. Saf., 2024)

Uncorrelated Sparse Autoencoder With Long Short-Term Memory for State-of-Charge Estimations in Lithium-Ion Battery Cells. - Mayuresh Savargaonkar; Isaiah Oyewole; Abdallah A. Chehade; Ala A. Hussein (IEEE Trans Autom. Sci. Eng., 2024)

Deep auto-encoded Conditional Gaussian Mixture Model for warranty claims forecasting. - Wael Hassanieh; Abdallah A. Chehade; Vasiliy V. Krivtsov (Reliab. Eng. Syst. Saf., 2025)

Revolutionizing sheet metal stamping through industry 5.0 digital twins: a comprehensive review. - Ossama Abou Ali Modad; Jason Ryska; Abdallah A. Chehade; Georges Ayoub (J. Intell. Manuf., 2025)