Esraa Al-sharoa

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Spectral Clustering

Negative Matrix Factorization

Overlapping Communities

Community Detection

Top Venues

Publications

Esraa Al-sharoa, Baraa Rahahleh
Community detection in networks through a deep robust auto-encoder nonnegative matrix factorization. Eng. Appl. Artif. Intell. 118 (2023)
Esraa Al-sharoa, Selin Aviyente
A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. Symmetry 15 (7) (2023)
Esraa Al-sharoa, Mohammad A. Al-Wardat
Multi-View Robust Tensor-Based Subspace Clustering. IEEE Access 10 (2022)
Esraa Al-sharoa, Selin Aviyente
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. IEEE Access 10 (2022)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach. IEEE Trans. Signal Inf. Process. over Networks 5 (4) (2019)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. SSP (2018)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
A tensor based framework for community detection in dynamic networks. ICASSP (2017)
Esraa Al-sharoa, Selin Aviyente
Evolutionary spectral graph clustering through subspace distance measure. SSP (2016)