Abdallah A. Chehade

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Gaussian Process

Shape Parameters

Bayesian Inference

Gaussian Mixture

Top Venues

IEEE Trans Autom. Sci. Eng.

Reliab. Eng. Syst. Saf.

Publications

Abdallah A. Chehade, Wael Hassanieh, Vasiliy V. Krivtsov
SeqOAE: Deep sequence-to-sequence orthogonal auto-encoder for time-series forecasting under variable population sizes. Reliab. Eng. Syst. Saf. 247 (2024)
Mayuresh Savargaonkar, Isaiah Oyewole, Abdallah A. Chehade, Ala A. Hussein
Uncorrelated Sparse Autoencoder With Long Short-Term Memory for State-of-Charge Estimations in Lithium-Ion Battery Cells. IEEE Trans Autom. Sci. Eng. 21 (1) (2024)
Areen Alsaid, John D. Lee, Sofia I. Noejovich, Abdallah A. Chehade
The Effect of Vehicle Automation Styles on Drivers' Emotional State. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Mayuresh Savargaonkar, Abdallah A. Chehade
VTrackIt: A Synthetic Self-Driving Dataset with Infrastructure and Pooled Vehicle Information. CoRR (2022)
Abdallah A. Chehade, Mayuresh Savargaonkar, Vasiliy Krivtsov
Conditional Gaussian mixture model for warranty claims forecasting. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Yazan Hamzeh, Zaid A. El-Shair, Abdallah A. Chehade, Samir A. Rawashdeh
Dynamic Adherent Raindrop Simulator for Automotive Vision Systems. IEEE Access 9 (2021)
Zunya Shi, Abdallah A. Chehade
A dual-LSTM framework combining change point detection and remaining useful life prediction. Reliab. Eng. Syst. Saf. 205 (2021)
Mayuresh Savargaonkar, Abdallah A. Chehade, Samir A. Rawashdeh
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection. CoRR (2021)
Taysseer Sharaf, Theren Williams, Abdallah A. Chehade, Keshav Pokhrel
BLNN: An R package for training neural networks using Bayesian inference. SoftwareX 11 (2020)
Abdallah A. Chehade, Ala A. Hussein
A Collaborative Gaussian Process Regression Model for Transfer Learning of Capacity Trends Between Li-Ion Battery Cells. IEEE Trans. Veh. Technol. 69 (9) (2020)
Abdallah A. Chehade, Zunya Shi, Vasiliy Krivtsov
Power-law nonhomogeneous Poisson process with a mixture of latent common shape parameters. Reliab. Eng. Syst. Saf. 203 (2020)
Abdallah A. Chehade, Kaibo Liu
Structural Degradation Modeling Framework for Sparse Data Sets With an Application on Alzheimer's Disease. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Abdallah A. Chehade, Zunya Shi
The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion. CoRR (2019)
Abdallah A. Chehade, Ala A. Hussein
Latent Function Decomposition for Forecasting Li-ion Battery Cells Capacity: A Multi-Output Convolved Gaussian Process Approach. CoRR (2019)
Abdallah A. Chehade, Zunya Shi
Sensor Fusion via Statistical Hypothesis Testing for Prognosis and Degradation Analysis. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Kaibo Liu, Abdallah A. Chehade, Changyue Song
Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis. IEEE Trans Autom. Sci. Eng. 14 (3) (2017)
Abdallah A. Chehade, Scott Bonk, Kaibo Liu
Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction. IEEE Trans. Reliab. 66 (3) (2017)