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Faisal M. Almutairi
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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
552017
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
102018
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
62021
Tendi: Tensor disaggregation from multiple coarse views
FM Almutairi, CI Kanatsoulis, ND Sidiropoulos
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 867-880, 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
22020
2021 Index IEEE Journal of Selected Topics in Signal Processing Vol. 15
S Abeywickrama, E Acar, E Agustsson, F Ahmad, A Aidini, M Al Kadi, ...
IEEE Journal of Selected Topics in Signal Processing 15 (6), 2021
2021
XPL-CF: Explainable Embeddings for Feature-based Collaborative Filtering
FM Almutairi, ND Sidiropoulos, B Yang
Proceedings of the 30th ACM International Conference on Information …, 2021
2021
eTREE: Learning Tree-structured Embeddings
FM Almutairi, Y Wang, D Wang, E Zhao, ND Sidiropoulos
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6609-6617, 2021
2021
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
XPL-CF
FM Almutairi, ND Sidiropoulos, B Yang
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Articles 1–12