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Nicholas D. Sidiropoulos

Nicholas D. Sidiropoulos

University of Virginia
United States

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 74 1470 1425 765 737 412 26133

Nicholas D. Sidiropoulos publications per year

The chart shows the history of publications by Nicholas D. Sidiropoulos between 1990 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Nicholas D. Sidiropoulos published across 37 years, from 1990 to 2026, averaging 12.5 papers a year. Output peaked at 42 publications in 2020. 15 of the 461 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1990 to 2026. Vertical axis: number of publications, 0 to 42. Peak 42 publications in 2020. 1990: 1 publication 1991: 4 publications 1992: 2 publications 1993: 0 publications 1994: 2 publications 1995: 2 publications 1996: 7 publications 1997: 4 publications 1998: 8 publications 1999: 5 publications 2000: 15 publications 2001: 10 publications 2002: 12 publications 2003: 10 publications 2004: 12 publications 2005: 16 publications 2006: 8 publications 2007: 12 publications 2008: 11 publications 2009: 11 publications 2010: 11 publications 2011: 4 publications 2012: 8 publications 2013: 14 publications 2014: 19 publications 2015: 26 publications 2016: 24 publications 2017: 28 publications 2018: 29 publications 2019: 28 publications 2020: 42 publications 2021: 23 publications 2022: 13 publications 2023: 16 publications 2024: 9 publications 2025: 14 publications 2026: 1 publication
1990 2026

461 publications in total across all disciplines

View publications per year as a table
Nicholas D. Sidiropoulos: publications per year, 1990 to 2026
Year Publications
1990 1
1991 4
1992 2
1993 0
1994 2
1995 2
1996 7
1997 4
1998 8
1999 5
2000 15
2001 10
2002 12
2003 10
2004 12
2005 16
2006 8
2007 12
2008 11
2009 11
2010 11
2011 4
2012 8
2013 14
2014 19
2015 26
2016 24
2017 28
2018 29
2019 28
2020 42
2021 23
2022 13
2023 16
2024 9
2025 14
2026 1
Total 461
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Nicholas D. Sidiropoulos publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Nicholas D. Sidiropoulos sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 412–421 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 412 publications — 88th percentile

88% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94 412
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Nicholas D. Sidiropoulos D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Nicholas D. Sidiropoulos sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 74–75 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 74 D-Index — 90th percentile

90% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165 74
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2009 - IEEE Fellow For contributions to signal processing for communications

Overview

Nicholas D. Sidiropoulos is affiliated with the University of Virginia in the United States. Their research spans several fields, primarily Computer Science and Engineering. Within these broad domains, their work focuses on subfields such as Computational Mathematics, Artificial Intelligence, Electrical and Electronic Engineering, Computer Networks and Communications, and Molecular Biology.

The scientist's research encompasses multiple specialized topics, including:

  • Tensor decomposition and applications
  • Advanced MIMO Systems Optimization
  • Wireless Communication Networks Research
  • Blind Source Separation Techniques
  • Advanced Graph Neural Networks
  • Cancer Genomics and Diagnostics
  • Data Mining Algorithms and Applications

They have coauthored frequently with several researchers. The top coauthors include:

  • Kadir C. Akdemir
  • Aritra Konar
  • Isidro Cortés-Ciriano
  • Yilong Li
  • Peter J. Park

Sidiropoulos has published extensively in a number of scientific venues. Their most frequent publication outlets consist of:

  • arXiv (Cornell University)
  • IEEE Transactions on Signal Processing
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Nature Genetics
  • IEEE Transactions on Wireless Communications

Their recent scholarly output reflects diverse interests, especially within genomics and signal processing. Selected papers include:

  • Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing, 2020, Nature Genetics
  • Disruption of chromatin folding domains by somatic genomic rearrangements in human cancer, 2020, Nature Genetics
  • Genomic footprints of activated telomere maintenance mechanisms in cancer, 2020, Nature Communications
  • Structural variations in cancer and the 3D genome, 2022, Nature Reviews Cancer
  • Generalized Canonical Correlation Analysis: A Subspace Intersection Approach, 2021, IEEE Transactions on Signal Processing

In recognition of their contributions to signal processing for communications, Nicholas D. Sidiropoulos was designated an IEEE Fellow in 2009.

Best Publications

  • Tensor Decomposition for Signal Processing and Machine Learning

    Nicholas D. Sidiropoulos;Lieven De Lathauwer;Xiao Fu;Kejun Huang

  • Transmit beamforming for physical-layer multicasting

    N.D. Sidiropoulos;T.N. Davidson;Zhi-Quan Luo

  • Learning to Optimize: Training Deep Neural Networks for Interference Management

    Haoran Sun;Xiangyi Chen;Qingjiang Shi;Mingyi Hong

  • Parallel factor analysis in sensor array processing

    N.D. Sidiropoulos;R. Bro;G.B. Giannakis

  • On downlink beamforming with greedy user selection: performance analysis and a simple new algorithm

    G. Dimic;N.D. Sidiropoulos

  • Blind PARAFAC receivers for DS-CDMA systems

    N.D. Sidiropoulos;G.B. Giannakis;R. Bro

  • On the uniqueness of multilinear decomposition of N-way arrays

    Nicholas D. Sidiropoulos;Rasmus Bro

  • Towards K-means-friendly spaces: simultaneous deep learning and clustering

    Bo Yang;Xiao Fu;Nicholas D. Sidiropoulos;Mingyi Hong

  • Convex Optimization-Based Beamforming

    Alex B Gershman;Nicholas D Sidiropoulos;Shahram Shahbazpanahi;Mats Bengtsson

  • Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel Multicast Groups

    E. Karipidis;N.D. Sidiropoulos;Zhi-Quan Luo

  • Fast nearest neighbor search in medical image databases

    Flip Korn;Nikolaos Sidiropoulos;Christos Faloutsos;Eliot Siegel

  • Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms

    Evangelos E. Papalexakis;Christos Faloutsos;Nicholas D. Sidiropoulos

  • Space-time processing for MIMO communications

    Alex B Gershman;Alex B Gershman;Nikos Sidiropoulos

  • Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications

    Xiao Fu;Kejun Huang;Nicholas D. Sidiropoulos;Wing-Kin Ma

  • Tensor Algebra and Multidimensional Harmonic Retrieval in Signal Processing for MIMO Radar

    Dimitri Nion;Nicholas D Sidiropoulos

  • Learning to optimize: Training deep neural networks for wireless resource management

    Haoran Sun;Xiangyi Chen;Qingjiang Shi;Mingyi Hong

  • Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition

    Kejun Huang;Nicholas D. Sidiropoulos;Ananthram Swami

  • On Kruskal's uniqueness condition for the Candecomp/Parafac decomposition

    Alwin Stegeman;Nicholas D. Sidiropoulos

  • Adaptive Algorithms to Track the PARAFAC Decomposition of a Third-Order Tensor

    D. Nion;N.D. Sidiropoulos

  • Fast and effective retrieval of medical tumor shapes

    P. Korn;N. Sidiropoulos;C. Faloutsos;E. Siegel

  • Online data mining for co-evolving time sequences

    B.-K. Yi;N.D. Sidiropoulos;T. Johnson;H.V. Jagadish

  • Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel

    Eleftherios Karipidis;Nicholas D. Sidiropoulos;Zhi-Quan Luo

Frequent Co-Authors

Georgios B. Giannakis
Georgios B. Giannakis University of Minnesota
Christos Faloutsos
Christos Faloutsos Carnegie Mellon University
Ananthram Swami
Ananthram Swami United States Army Research Laboratory
Evangelos E. Papalexakis
Evangelos E. Papalexakis University of California, Riverside
Zhi-Quan Luo
Zhi-Quan Luo Chinese University of Hong Kong, Shenzhen
Wing-Kin Ma
Wing-Kin Ma Chinese University of Hong Kong
Leandros Tassiulas
Leandros Tassiulas Yale University
Alex B. Gershman
Alex B. Gershman Technical University of Darmstadt
Mingyi Hong
Mingyi Hong University of Minnesota
Rasmus Bro
Rasmus Bro University of Copenhagen

External Links

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Best Scientists Citing Nicholas D. Sidiropoulos

Bjorn Ottersten

Bjorn Ottersten

University of Luxembourg

Publications: 117

Lieven De Lathauwer

Lieven De Lathauwer

KU Leuven

Publications: 98

Pierre Comon

Pierre Comon

Grenoble Alpes University

Publications: 97

Symeon Chatzinotas

Symeon Chatzinotas

University of Luxembourg

Publications: 87

Andre L. F. de Almeida

Andre L. F. de Almeida

Universidade Federal do Ceará

Publications: 81

Georgios B. Giannakis

Georgios B. Giannakis

University of Minnesota

Publications: 76

Wing-Kin Ma

Wing-Kin Ma

Chinese University of Hong Kong

Publications: 72

Evangelos E. Papalexakis

Evangelos E. Papalexakis

University of California, Riverside

Publications: 69

Andrzej Cichocki

Andrzej Cichocki

Systems Research Institute

Publications: 66

Giuseppe Caire

Giuseppe Caire

Technical University of Berlin

Publications: 52

Marius Pesavento

Marius Pesavento

Technical University of Darmstadt

Publications: 51

Christos Faloutsos

Christos Faloutsos

Carnegie Mellon University

Publications: 50

Sergiy A. Vorobyov

Sergiy A. Vorobyov

Aalto University

Publications: 50

Martin Haardt

Martin Haardt

Ilmenau University of Technology

Publications: 45

Hing Cheung So

Hing Cheung So

City University of Hong Kong

Publications: 45

Rui Zhang

Rui Zhang

National University of Singapore

Publications: 44

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