| 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 | 70 | 2017 |
| 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 | 10 | 2021 |
| 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 | 10 | 2018 |
| Tendi: Tensor disaggregation from multiple coarse views FM Almutairi, CI Kanatsoulis, ND Sidiropoulos Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020 | 7 | 2020 |
| 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 | 5 | 2021 |
| Scalable energy disaggregation via successive submodular approximation FM Almutairi, A Konar, ND Sidiropoulos 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 4 | 2018 |
| 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 | 2 | 2021 |
| TurboLift: fast accuracy lifting for historical data recovery F Yang, FM Almutairi, HA Song, C Faloutsos, ND Sidiropoulos, ... The VLDB Journal 29, 1129-1148, 2020 | 2 | 2020 |
| 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 |
| Latent Factorization for Hierarchical and Explainable Embeddings and Data Disaggregation FM Almutairi University of Minnesota, 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 |
Nikolaos SidiropoulosLouis T. Rader Professor, Electrical & Computer Engineering, University of VirginiaVerified email at virginia.edu
