Publications

Selected Publications

Our publications develop data science, artificial intelligence, tensor analytics, and machine learning methods for healthcare, transportation, and intelligent systems.

Recent and representative publications

A complete publication list is available through Google Scholar. The selected works below highlight research in federated tensor learning, multimodal medical data analysis, precision medicine, and intelligent transportation systems.

2026

Uncovering Thematic correlations across Transportation Research journal series: Pitting human expertise against machine intelligence

Transportation Research Part A: Policy and Practice, 2026.

2024

FedPAR: Federated PARAFAC2 Tensor Factorization for Computational Phenotyping

IISE Transactions on Healthcare Systems Engineering, 2024.

2023

Robust Coupled Tensor Decomposition and Feature Extraction for Multimodal Medical Data

IISE Transactions on Healthcare Systems Engineering, 2023.

Selected

Identification of Transcriptomic Sepsis Endotypes in Sub-Saharan Africa

Collaborative work integrating AI and genomics for precision medicine.

Selected

Change detection in partially observed large-scale traffic network data