Faisal M. Almutairi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Historical Data

Top Venues

IEEE J. Sel. Top. Signal Process.

Proc. VLDB Endow.

Publications

Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
Correction to: TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 33 (1) (2024)
Mohammed Alghamdy, Faisal M. Almutairi, Rafiq Ahmad
Job-scheduling Model For an Autonomous Additive Manufacturing: a Case of 3D Food Printing. ISM (2023)
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
eTREE: Learning Tree-structured Embeddings. AAAI (2021)
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
Prema: Principled Tensor Data Recovery From Multiple Aggregated Views. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Faisal M. Almutairi, Nicholas D. Sidiropoulos, Bo Yang
XPL-CF: Explainable Embeddings for Feature-based Collaborative Filtering. CIKM (2021)
Faisal M. Almutairi, Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
PHASED: Phase-Aware Submodularity-Based Energy Disaggregation. CoRR (2020)
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
eTREE: Learning Tree-structured Embeddings. CoRR (2020)
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 29 (5) (2020)
Faisal M. Almutairi, Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
Phased: Phase-Aware Submodularity-Based Energy Disaggregation. NILM@SenSys (2020)
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
Tendi: Tensor Disaggregation from Multiple Coarse Views. PAKDD (2) (2020)
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
PREMA: Principled Tensor Data Recovery from Multiple Aggregated Views. CoRR (2019)
Faisal M. Almutairi, Aritra Konar, Nicholas D. Sidiropoulos
Scalable Energy Disaggregation Via Successive Submodular Approximation. ICASSP (2018)
Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data. Proc. VLDB Endow. 11 (11) (2018)
Faisal M. Almutairi, Nicholas D. Sidiropoulos, George Karypis
Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization. IEEE J. Sel. Top. Signal Process. 11 (5) (2017)