Abdallah A. Chehade

According to our database, Abdallah A. Chehade authored at least 18 papers between 2017 and 2024.

Collaborative distances:

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

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., January, 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

Selective Deep Autoencoder for Unsupervised Feature Selection.

Wael Hassanieh, Abdallah A. Chehade

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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., April, 2023

2022

Conditional Gaussian mixture model for warranty claims forecasting.

Abdallah A. Chehade, Mayuresh Savargaonkar, Vasiliy V. Krivtsov

Reliab. Eng. Syst. Saf., 2022

VTrackIt: A Synthetic Self-Driving Dataset with Infrastructure and Pooled Vehicle Information.

Mayuresh Savargaonkar, Abdallah A. Chehade

CoRR, 2022

2021

A dual-LSTM framework combining change point detection and remaining useful life prediction.

Zunya Shi, Abdallah A. Chehade

Reliab. Eng. Syst. Saf., 2021

RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection.

Mayuresh Savargaonkar, Abdallah A. Chehade, Samir A. Rawashdeh

CoRR, 2021

Dynamic Adherent Raindrop Simulator for Automotive Vision Systems.

Yazan Hamzeh, Zaid A. El-Shair, Abdallah A. Chehade, Samir A. Rawashdeh

IEEE Access, 2021

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

BLNN: An R package for training neural networks using Bayesian inference.

Taysseer Sharaf, Theren Williams, Abdallah A. Chehade, Keshav Pokhrel

SoftwareX, 2020

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

2019

Sensor Fusion via Statistical Hypothesis Testing for Prognosis and Degradation Analysis.

Abdallah A. Chehade, Zunya Shi

IEEE Trans Autom. Sci. Eng., 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

The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion.

Abdallah A. Chehade, Zunya Shi

CoRR, 2019

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

2017

Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction.

Abdallah A. Chehade, Scott Bonk, Kaibo Liu

IEEE Trans. Reliab., 2017

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