Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization. - Faisal M. Almutairi; Nicholas D. Sidiropoulos; George Karypis (IEEE J. Sel. Top. Signal Process., 2017)

Scalable Energy Disaggregation Via Successive Submodular Approximation. - Faisal M. Almutairi; Aritra Konar; Nicholas D. Sidiropoulos (ICASSP, 2018)

HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data. - Faisal M. Almutairi; Fan Yang; Hyun Ah Song; Christos Faloutsos; Nicholas D. Sidiropoulos; Vladimir Zadorozhny (Proc. VLDB Endow., 2018)

Tendi: Tensor Disaggregation from Multiple Coarse Views. - Faisal M. Almutairi; Charilaos I. Kanatsoulis; Nicholas D. Sidiropoulos (PAKDD (2), 2020)

Phased: Phase-Aware Submodularity-Based Energy Disaggregation. - Faisal M. Almutairi; Aritra Konar; Ahmed S. Zamzam; Nicholas D. Sidiropoulos (NILM@SenSys, 2020)

TurboLift: fast accuracy lifting for historical data recovery. - Fan Yang; Faisal M. Almutairi; Hyun Ah Song; Christos Faloutsos; Nicholas D. Sidiropoulos; Vladimir Zadorozhny (VLDB J., 2020)

eTREE: Learning Tree-structured Embeddings. - Faisal M. Almutairi; Yunlong Wang 001; Dong Wang; Emily Zhao; Nicholas D. Sidiropoulos (AAAI, 2021)

XPL-CF: Explainable Embeddings for Feature-based Collaborative Filtering. - Faisal M. Almutairi; Nicholas D. Sidiropoulos; Bo Yang 053 (CIKM, 2021)

Prema: Principled Tensor Data Recovery From Multiple Aggregated Views. - Faisal M. Almutairi; Charilaos I. Kanatsoulis; Nicholas D. Sidiropoulos (IEEE J. Sel. Top. Signal Process., 2021)

Job-scheduling Model For an Autonomous Additive Manufacturing: a Case of 3D Food Printing. - Mohammed Alghamdy; Faisal M. Almutairi; Rafiq Ahmad (ISM, 2022)

Correction to: TurboLift: fast accuracy lifting for historical data recovery. - Fan Yang; Faisal M. Almutairi; Hyun Ah Song; Christos Faloutsos; Nicholas D. Sidiropoulos; Vladimir Zadorozhny (VLDB J., 2024)