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Nicholas D. Sidiropoulos

University of Minnesota Twin Cities

67H-index
534Paper Count
2.2WCitation Count
Published Papers 61
Publication Date
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Uncovering migration systems through spatio-temporal tensor co-clustering
errSCIENTIFIC REPORTS
IF3.9
err2024-11-06
err0
errOAAI
errAlmquist, Zack W.; Nguyen, Tri Duc; Sorensen, Mikael; Fu, Xiao; Sidiropoulos, Nicholas D.
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errSave
Robust Tensor Completion via Capped Frobenius Norm
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-07-01
err8
PREAI
errLi, Xiao Peng; Wang, Zhi-Yong; Shi, Zhang-Lei; So, Hing Cheung; Sidiropoulos, Nicholas D.
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errSave
A Novel Linear Precoder Design for Reliable UL/DL Detection in TDD Cellular Networks
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2022-12-01
err3
errOAAI
errIbrahim, Mohamed Salah; Hussain, Ahmed; Sidiropoulos, Nicholas D.
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errSave
A Simple and Practical Underlay Scheme for Short-Range Secondary Communication
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2022-11-01
err5
PREAI
errIbrahim, Mohamed Salah; Karakasis, Paris A.; Sidiropoulos, Nicholas D.
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errSave
Graph Matching Via the Lens of Supermodularity
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-05-01
err2
errOAAI
errKonar, Aritra; Sidiropoulos, Nicholas D.
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errSave
Large Scale Tensor Factorization via Parallel Sketches
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err3
errOAAI
errYang, Bo; Zamzam, Ahmed S.; Sidiropoulos, Nicholas D.
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errSave
Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err3
errOAAI
errKarakasis, Paris A.; Liavas, Athanasios P.; Sidiropoulos, Nicholas D.; Simos, Panagiotis G.; Papadaki, Efrosini
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errSave
Cell-Edge Detection via Selective Cooperation and Generalized Canonical Correlation
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2021-11-01
err4
errOAAI
errIbrahim, Mohamed Salah; Zamzam, Ahmed S.; Konar, Aritra; Sidiropoulos, Nicholas D.
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errSave
Exactness of OPF Relaxation on Three-Phase Radial Networks With Delta Connections
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2021-07-01
err8
errOAAI
errZhou, Fengyu; Zamzam, Ahmed S.; Low, Steven H.; Sidiropoulos, Nicholas D.
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errSave
Prema: Principled Tensor Data Recovery From Multiple Aggregated Views
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2021-04-01
err4
errOAAI
errAlmutairi, Faisal M.; Kanatsoulis, Charilaos I.; Sidiropoulos, Nicholas D.
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errSave
Physics-Aware Neural Networks for Distribution System State Estimation
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2020-11-01
err113
errOAAI
errZamzam, Ahmed Samir; Sidiropoulos, Nicholas D.
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errSave
A recursive framework for predicting the time-course of drug sensitivity
errSCIENTIFIC REPORTS
IF3.9
err2020-10-19
err2
errOAAI
errQian, Cheng; Emad, Amin; Sidiropoulos, Nicholas D.
errShare
errSave
Reliable Detection of Unknown Cell-Edge Users via Canonical Correlation Analysis
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2020-06-01
err16
errOAAI
errIbrahim, Mohamed Salah; Sidiropoulos, Nicholas D.
errShare
errSave
Olanzapine versus risperidone: weight gain and elevation of serum triglyceride levels
errEUROPEAN PSYCHIATRY
IF6.7
err2020-04-16
err21
PREAI
errGaryfallos, G; Dimelis, D; Kouniakis, P; Sidiropoulos, N; Karastergiou, A; Lavrentiadis, G; Giouzepas, J; Fokas, K
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errSave
Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2020-01-01
err17
errOAAI
errShen, Yanning; Fu, Xiao; Giannakis, Georgios B.; Sidiropoulos, Nicholas D.
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errSave
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-12-01
err16
PREAI
errFu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Song, Hyun Ah; Talukdar, Partha; Sidiropoulos, Nicholas D.; Faloutsos, Christos; Mitchell, Tom
errShare
errSave
Data-Driven Learning-Based Optimization for Distribution System State Estimation
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2019-11-01
err122
errOAAI
errZamzam, Ahmed S.; Fu, Xiao; Sidiropoulos, Nicholas D.
errShare
errSave
Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs
errieee signal processing magazine
IF3.9
err2019-11-01
err14
errOAAI
errQian, Cheng; Fu, Xiao; Sidiropoulos, Nicholas D.
errShare
errSave
Guest Editorial Special Issue on Machine Learning in Wireless Communication-Part 2
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2019-11-01
err1
errOAAI
errGesbert, David; Gunduz, Deniz; de Kerret, Paul; Murthy, Chandra R.; van der Schaar, Mihaela; Sidiropoulos, Nicholas D.
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errSave
Machine Learning in the Air
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2019-10-01
err159
errOAAI
errGunduz, Deniz; de Kerret, Paul; Sidiropoulos, Nicholas D.; Gesbert, David; Murthy, Chandra R.; van der Schaar, Mihaela
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errSave

Research Directions

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Co-authors
Cooperation Journals
G
Georgios B. Giannakis
H-index: 137 · Papers: 1.5K
C
Christos Faloutsos
H-index: 132 · Papers: 966
A
Alan C. Bovik
H-index: 109 · Papers: 1.0K
Y
Yonina C. Eldar
H-index: 105 · Papers: 1.5K
G
George Karypis
H-index: 93 · Papers: 724
View more