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ORCIDEsraa Al-sharoa
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Journal Articles
- 2023
[j7]Esraa Al-sharoa
, Baraa Rahahleh:
Community detection in networks through a deep robust auto-encoder nonnegative matrix factorization. Eng. Appl. Artif. Intell. 118: 105657 (2023)- [j6]Esraa Al-sharoa, Selin Aviyente:
A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. Symmetry 15(7): 1368 (2023) - 2022
- [j5]Esraa Al-sharoa, Selin Aviyente:
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. IEEE Access 10: 43022-43043 (2022) - [j4]Esraa Al-sharoa, Mohammad A. Al-Wardat:
Multi-View Robust Tensor-Based Subspace Clustering. IEEE Access 10: 134292-134306 (2022) - 2021
- [j3]Esraa Al-Sharoa, Bara' M. Ababneh, Mahmood Al-khassaweneh:
Robust Community Detection in Graphs. IEEE Access 9: 118757-118770 (2021) - 2019
- [j2]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): 695-709 (2019) - [j1]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): 723-738 (2019)
Conference and Workshop Papers
- 2024
- [c5]Esraa Al-Sharoa, Mohammad A. Al-Wardat, Selin Aviyente:
Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks. EUSIPCO 2024: 1342-1346 - 2019
- [c4]Esraa Al-Sharoa, Mahmood Al-khassaweneh, Selin Aviyente:
Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. ICASSP 2019: 5381-5385 - 2018
- [c3]Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente:
Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. SSP 2018: 503-507 - 2017
- [c2]Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente:
A tensor based framework for community detection in dynamic networks. ICASSP 2017: 2312-2316 - 2016
- [c1]Esraa Al-sharoa, Selin Aviyente:
Evolutionary spectral graph clustering through subspace distance measure. SSP 2016: 1-5
Coauthor Index
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