Estimating traffic signal phases from turning movement counters. - Mostafa Reisi Gahrooei; Daniel B. Work (ITSC, 2013)

Inferring Traffic Signal Phases From Turning Movement Counters Using Hidden Markov Models. - Mostafa Reisi Gahrooei; Daniel B. Work (IEEE Trans. Intell. Transp. Syst., 2015)

An adaptive fused sampling approach of high-accuracy data in the presence of low-accuracy data. - Mostafa Reisi Gahrooei; Kamran Paynabar; Massimo Pacella; Bianca Maria Colosimo (IISE Trans., 2019)

Modeling and improvement of processes with heterogeneous sources of data. - Mostafa Reisi Gahrooei (2019)

Process Modeling and Prediction With Large Number of High-Dimensional Variables Using Functional Regression. - Mostafa Reisi Gahrooei; Kamran Paynabar; Massimo Pacella; Jianjun Shi 001 (IEEE Trans Autom. Sci. Eng., 2020)

Multiple Tensor-on-Tensor Regression: An Approach for Modeling Processes With Heterogeneous Sources of Data. - Mostafa Reisi Gahrooei; Hao Yan; Kamran Paynabar; Jianjun Shi 001 (Technometrics, 2021)

Frequent pattern mining from multivariate time series data. - Meserret Karaca; Michelle M. Alvarado; Mostafa Reisi Gahrooei; Azra Bihorac; Panos M. Pardalos (Expert Syst. Appl., 2022)

Monitoring sparse and attributed networks with online Hurdle models. - Samaneh Ebrahimi 001; Mostafa Reisi Gahrooei; Kamran Paynabar; Shawn Mankad (IISE Trans., 2022)

An Augmented Regression Model for Tensors With Missing Values. - Feng Wang 024; Mostafa Reisi Gahrooei; Zhen Zhong; Tao Tang 004; Jianjun Shi 001 (IEEE Trans Autom. Sci. Eng., 2022)

Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data Under Data-Sharing Constraints. - Zihan Zhang; Shancong Mou; Mostafa Reisi Gahrooei; Massimo Pacella; Jianjun Shi 001 (Technometrics, 2024)

Detecting Traffic Anomalies During Extreme Events via a Temporal Self-Expressive Model. - Mina Nouri; Elif Konyar; Mostafa Reisi Gahrooei; Mohammad Ilbeigi (IEEE Trans. Intell. Transp. Syst., 2024)

Change Detection in Partially Observed Large-Scale Traffic Network Data. - Meng Zhao; Mostafa Reisi Gahrooei; Mohammad Ilbeigi (IEEE Trans. Intell. Transp. Syst., 2024)

Semi-Supervised PARAFAC2 Decomposition for Computational Phenotyping Using Electronic Health Records. - Elif Konyar; Mostafa Reisi Gahrooei (IEEE J. Biomed. Health Informatics, 2025)

Toward Temporal Causal Representation Learning with Tensor Decomposition. - Jianhong Chen; Meng Zhao; Mostafa Reisi Gahrooei; Xubo Yue (CoRR, 2025)

Tensorized Multi-Task Learning for Personalized Modeling of Heterogeneous Individuals with High-Dimensional Data. - Elif Konyar; Mostafa Reisi Gahrooei; Kamran Paynabar (CoRR, 2025)