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Alfred O. Hero

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 81 995 964 533 514 839 35077

Alfred O. Hero publications per year

The chart shows the history of publications by Alfred O. Hero between 1960 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Alfred O. Hero published across 66 years, from 1960 to 2025, averaging 14.6 papers a year. Output peaked at 45 publications in 2015. 24 of the 963 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 1960 to 2025. Vertical axis: number of publications, 0 to 45. Peak 45 publications in 2015. 1960: 1 publication 1961: 0 publications 1962: 0 publications 1963: 0 publications 1964: 0 publications 1965: 0 publications 1966: 2 publications 1967: 0 publications 1968: 0 publications 1969: 2 publications 1970: 2 publications 1971: 0 publications 1972: 0 publications 1973: 1 publication 1974: 2 publications 1975: 0 publications 1976: 1 publication 1977: 0 publications 1978: 1 publication 1979: 1 publication 1980: 1 publication 1981: 0 publications 1982: 2 publications 1983: 1 publication 1984: 4 publications 1985: 2 publications 1986: 3 publications 1987: 2 publications 1988: 4 publications 1989: 5 publications 1990: 12 publications 1991: 7 publications 1992: 9 publications 1993: 10 publications 1994: 15 publications 1995: 13 publications 1996: 9 publications 1997: 14 publications 1998: 15 publications 1999: 14 publications 2000: 24 publications 2001: 13 publications 2002: 27 publications 2003: 29 publications 2004: 32 publications 2005: 44 publications 2006: 43 publications 2007: 35 publications 2008: 29 publications 2009: 33 publications 2010: 24 publications 2011: 32 publications 2012: 32 publications 2013: 43 publications 2014: 41 publications 2015: 45 publications 2016: 42 publications 2017: 38 publications 2018: 31 publications 2019: 38 publications 2020: 29 publications 2021: 33 publications 2022: 29 publications 2023: 18 publications 2024: 12 publications 2025: 12 publications
1960 2025

963 publications in total across all disciplines

View publications per year as a table
Alfred O. Hero: publications per year, 1960 to 2025
Year Publications
1960 1
1961 0
1962 0
1963 0
1964 0
1965 0
1966 2
1967 0
1968 0
1969 2
1970 2
1971 0
1972 0
1973 1
1974 2
1975 0
1976 1
1977 0
1978 1
1979 1
1980 1
1981 0
1982 2
1983 1
1984 4
1985 2
1986 3
1987 2
1988 4
1989 5
1990 12
1991 7
1992 9
1993 10
1994 15
1995 13
1996 9
1997 14
1998 15
1999 14
2000 24
2001 13
2002 27
2003 29
2004 32
2005 44
2006 43
2007 35
2008 29
2009 33
2010 24
2011 32
2012 32
2013 43
2014 41
2015 45
2016 42
2017 38
2018 31
2019 38
2020 29
2021 33
2022 29
2023 18
2024 12
2025 12
Total 963
Download as CSV

Alfred O. Hero 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 Alfred O. Hero 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, 832–841 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: 839 publications — 99th percentile

99% 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
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 11 839
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

Alfred O. Hero 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 Alfred O. Hero 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, 80–81 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: 81 D-Index — 93rd percentile

93% 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
76–77 139
78–79 119
80–81 121 81
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

  • 2020 - SIAM Fellow For contributions to the mathematical foundations of signal processing and data science.
  • 1998 - IEEE Fellow For contributions to the theory and practice of statistical signal processing, particularly in estimation, detection, and imaging.

Overview

Alfred O. Hero is affiliated with the University of Michigan-Ann Arbor in the United States and has a substantial publication record in the field of computer science, with a focus on several interconnected subfields.

Their research primarily spans the areas of artificial intelligence, molecular biology, computational mechanics, statistics and probability, and signal processing. The scientist's main topical interests include sparse and compressive sensing techniques, adversarial robustness in machine learning, machine learning and algorithms, anomaly detection techniques and applications, stochastic gradient optimization techniques, random matrices and applications, and tensor decomposition and applications.

Alfred O. Hero has collaborated frequently with several co-authors:

  • Neophytos Charalambides
  • Mayank Baranwal
  • Mert Pilancı
  • Sijia Liu
  • Dogyoon Song

The scientist has published in a variety of venues, with a concentration in several key journals and repositories:

  • arXiv (Cornell University)
  • IEEE Transactions on Information Theory
  • IEEE Transactions on Signal Processing
  • IEEE Access
  • Harvard Data Science Review

Among notable recent publications are the following papers:

  • A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications, 2020, IEEE Signal Processing Magazine
  • Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data, 2022, The Astrophysical Journal
  • Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions, 2022, BMC Bioinformatics
  • Solar Flare Intensity Prediction With Machine Learning Models, 2020, Space Weather
  • Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics, 2022, eLife

Recognition for their professional contributions includes awards such as:

  • SIAM Fellow (2020) for contributions to the mathematical foundations of signal processing and data science
  • IEEE Fellow (1998) for contributions to the theory and practice of statistical signal processing, particularly in estimation, detection, and imaging

Best Publications

  • Locating the nodes: cooperative localization in wireless sensor networks

    N. Patwari;J.N. Ash;S. Kyperountas;A.O. Hero

  • Relative location estimation in wireless sensor networks

    N. Patwari;A.O. Hero;M. Perkins;N.S. Correal

  • Space-alternating generalized expectation-maximization algorithm

    J.A. Fessler;A.O. Hero

  • Sparse LMS for system identification

    Yilun Chen;Yuantao Gu;Alfred O. Hero

  • Distributed weighted-multidimensional scaling for node localization in sensor networks

    Jose A. Costa;Neal Patwari;Alfred O. Hero

  • Internet tomography

    A. Coates;A.O. Hero;R. Nowak;Bin Yu

  • Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms

    Nicolas Dobigeon;Jean-Yves Tourneret;Cedric Richard;Jose Carlos M. Bermudez

  • Shrinkage Algorithms for MMSE Covariance Estimation

    Yilun Chen;Ami Wiesel;Yonina C Eldar;Alfred O Hero

  • A Fast Spectral Method for Active 3D Shape Reconstruction

    Jia Li;Alfred O. Hero

  • Using proximity and quantized RSS for sensor localization in wireless networks

    Neal Patwari;Alfred O. Hero

  • Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery

    N. Dobigeon;S. Moussaoui;M. Coulon;J.-Y. Tourneret

  • Lower bounds for parametric estimation with constraints

    J.D. Gorman;A.O. Hero

  • Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms

    J.A. Fessler;A.O. Hero

  • Secure space-time communication

    A.O. Hero

  • Geodesic entropic graphs for dimension and entropy estimation in manifold learning

    J.A. Costa;A.O. Hero

  • Energy-based sensor network source localization via projection onto convex sets

    D. Blatt;A.O. Hero

  • A Convergent Incremental Gradient Method with a Constant Step Size

    Doron Blatt;Alfred O. Hero;Hillel Gauchman

  • Applications of entropic spanning graphs

    A.O. Hero;Bing Ma;O.J.J. Michel;J. Gorman

  • Locating the Nodes

    Neal Patwari;Joshua N. Ash;Spyros Kyperountas;Alfred O. Hero

  • Robust Shrinkage Estimation of High-Dimensional Covariance Matrices

    Yilun Chen;A. Wiesel;A. O. Hero

  • Foundations and Applications of Sensor Management

    Alfred Olivier Hero;David Castan;Doug Cochran;Keith Kastella

Frequent Co-Authors

Jeffrey A. Fessler
Jeffrey A. Fessler University of Michigan–Ann Arbor
Pin-Yu Chen
Pin-Yu Chen IBM (United States)
Sijia Liu
Sijia Liu Michigan State University
Ami Wiesel
Ami Wiesel Hebrew University of Jerusalem
Christopher W. Woods
Christopher W. Woods Duke University
Nicolas Dobigeon
Nicolas Dobigeon National Polytechnic Institute of Toulouse
Anand Swaroop
Anand Swaroop National Institutes of Health
Neal Patwari
Neal Patwari Washington University in St. Louis
Geoffrey S. Ginsburg
Geoffrey S. Ginsburg Duke University
Jean-Yves Tourneret
Jean-Yves Tourneret National Polytechnic Institute of Toulouse

External Links

Personal website of Alfred O. Hero Google Scholar page

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Best Scientists Citing Alfred O. Hero

Anand Swaroop

Anand Swaroop

National Institutes of Health

Publications: 76

Jean-Yves Tourneret

Jean-Yves Tourneret

National Polytechnic Institute of Toulouse

Publications: 74

Jeffrey A. Fessler

Jeffrey A. Fessler

University of Michigan–Ann Arbor

Publications: 68

Nicolas Dobigeon

Nicolas Dobigeon

National Polytechnic Institute of Toulouse

Publications: 67

Moe Z. Win

Moe Z. Win

MIT

Publications: 66

Christopher W. Woods

Christopher W. Woods

Duke University

Publications: 60

Cedric Richard

Cedric Richard

Université Côte d'Azur

Publications: 59

Georgios B. Giannakis

Georgios B. Giannakis

University of Minnesota

Publications: 54

Henk Wymeersch

Henk Wymeersch

Chalmers University of Technology

Publications: 51

Yonina C. Eldar

Yonina C. Eldar

Weizmann Institute of Science

Publications: 48

Guan Gui

Guan Gui

Nanjing University of Posts and Telecommunications

Publications: 47

Ali H. Sayed

Ali H. Sayed

École Polytechnique Fédérale de Lausanne

Publications: 47

R. Michael Buehrer

R. Michael Buehrer

Virginia Tech

Publications: 44

Hing Cheung So

Hing Cheung So

City University of Hong Kong

Publications: 43

Brian M. Sadler

Brian M. Sadler

United States Army Research Laboratory

Publications: 41

Bernard Henri Fleury

Bernard Henri Fleury

Aalborg University

Publications: 38

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