Faisal M. Almutairi
Title
Cited by
Cited by
Year
Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization
FM Almutairi, ND Sidiropoulos, G Karypis
IEEE Journal of Selected Topics in Signal Processing, 2017
412017
Homerun: scalable sparse-spectrum reconstruction of aggregated historical data
FM Almutairi, F Yang, HA Song, C Faloutsos, N Sidiropoulos, ...
Proceedings of the VLDB Endowment 11 (11), 1496-1508, 2018
72018
Prema: Principled Tensor Data Recovery From Multiple Aggregated Views
FM Almutairi, CI Kanatsoulis, ND Sidiropoulos
IEEE Journal of Selected Topics in Signal Processing 15 (3), 535-549, 2021
52021
Tendi: Tensor disaggregation from multiple coarse views
FM Almutairi, CI Kanatsoulis, ND Sidiropoulos
Advances in Knowledge Discovery and Data Mining 12085, 867, 2020
32020
Scalable energy disaggregation via successive submodular approximation
FM Almutairi, A Konar, ND Sidiropoulos
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
32018
TurboLift: fast accuracy lifting for historical data recovery
F Yang, FM Almutairi, HA Song, C Faloutsos, ND Sidiropoulos, ...
The VLDB Journal 29 (5), 1129-1148, 2020
12020
eTREE: Learning Tree-structured Embeddings
FM Almutairi, Y Wang, D Wang, E Zhao, ND Sidiropoulos
arXiv preprint arXiv:2012.10853, 2020
2020
PHASED: Phase-Aware Submodularity-Based Energy Disaggregation
FM Almutairi, A Konar, AS Zamzam, ND Sidiropoulos
Proceedings of the 5th International Workshop on Non-Intrusive Load …, 2020
2020
2017 Index IEEE Journal of Selected Topics in Signal Processing Vol. 11
FM Almutairi, M Alouini, E Ambikairajah, MG Amin, P Anglin, J Antons, ...
IEEE Journal of Selected Topics in Signal Processing 11 (8), 1367, 2017
2017
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Articles 1–9