Evolutionary spectral graph clustering through subspace distance measure. - Esraa Al-sharoa; Selin Aviyente (SSP, 2016)

A tensor based framework for community detection in dynamic networks. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (ICASSP, 2017)

Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (SSP, 2018)

Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. - Esraa Al-Sharoa; Mahmood Al-khassaweneh; Selin Aviyente (ICASSP, 2019)

Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (IEEE Trans. Biomed. Eng., 2019)

Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2019)

Robust Community Detection in Graphs. - Esraa Al-Sharoa; Bara' M. Ababneh; Mahmood Al-khassaweneh (IEEE Access, 2021)

Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. - Esraa Al-sharoa; Selin Aviyente (IEEE Access, 2022)

Multi-View Robust Tensor-Based Subspace Clustering. - Esraa Al-sharoa; Mohammad A. Al-Wardat (IEEE Access, 2022)

Community detection in networks through a deep robust auto-encoder nonnegative matrix factorization. - Esraa Al-sharoa; Baraa Rahahleh (Eng. Appl. Artif. Intell., 2023)

A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. - Esraa Al-sharoa; Selin Aviyente (Symmetry, 2023)

Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks. - Esraa Al-Sharoa; Mohammad A. Al-Wardat; Selin Aviyente (EUSIPCO, 2024)

Community Detection in Multi-Aspect Functional Brain Networks: Robust Tensor Decomposition Approach. - Esraa Al-Sharoa; Mohammad A. Al-Wardat; Selin Aviyente (IEEE Access, 2025)