World's Best Scientists 2026 revealed!
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M.N.S. Swamy
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Computer Science
Canada
2025

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Electronics and Electrical Engineering 61 1508 1441 78 72 1213 17398
Computer Science 70 1871 1811 67 61 1218 20095

M.N.S. Swamy publications per year

The chart shows the history of publications by M.N.S. Swamy between 1955 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. M.N.S. Swamy published across 72 years, from 1955 to 2026, averaging 21.9 papers a year. Output peaked at 162 publications in 2024. 40 of the 1,580 publications appeared in the last two years.

No. of publications
50 100 150
Bar chart. Horizontal axis: year, 1955 to 2026. Vertical axis: number of publications, 0 to 162. Peak 162 publications in 2024. 1955: 1 publication 1956: 0 publications 1957: 0 publications 1958: 0 publications 1959: 0 publications 1960: 0 publications 1961: 2 publications 1962: 2 publications 1963: 4 publications 1964: 1 publication 1965: 5 publications 1966: 14 publications 1967: 11 publications 1968: 13 publications 1969: 11 publications 1970: 18 publications 1971: 4 publications 1972: 13 publications 1973: 5 publications 1974: 5 publications 1975: 15 publications 1976: 8 publications 1977: 12 publications 1978: 17 publications 1979: 11 publications 1980: 13 publications 1981: 19 publications 1982: 27 publications 1983: 18 publications 1984: 19 publications 1985: 19 publications 1986: 16 publications 1987: 7 publications 1988: 11 publications 1989: 17 publications 1990: 21 publications 1991: 20 publications 1992: 26 publications 1993: 7 publications 1994: 20 publications 1995: 14 publications 1996: 10 publications 1997: 13 publications 1998: 18 publications 1999: 21 publications 2000: 16 publications 2001: 17 publications 2002: 37 publications 2003: 27 publications 2004: 43 publications 2005: 49 publications 2006: 39 publications 2007: 41 publications 2008: 27 publications 2009: 15 publications 2010: 27 publications 2011: 22 publications 2012: 28 publications 2013: 39 publications 2014: 48 publications 2015: 21 publications 2016: 50 publications 2017: 41 publications 2018: 53 publications 2019: 65 publications 2020: 32 publications 2021: 22 publications 2022: 37 publications 2023: 74 publications 2024: 162 publications 2025: 35 publications 2026: 5 publications
1955 2026

1,580 publications in total across all disciplines

View publications per year as a table
M.N.S. Swamy: publications per year, 1955 to 2026
Year Publications
1955 1
1956 0
1957 0
1958 0
1959 0
1960 0
1961 2
1962 2
1963 4
1964 1
1965 5
1966 14
1967 11
1968 13
1969 11
1970 18
1971 4
1972 13
1973 5
1974 5
1975 15
1976 8
1977 12
1978 17
1979 11
1980 13
1981 19
1982 27
1983 18
1984 19
1985 19
1986 16
1987 7
1988 11
1989 17
1990 21
1991 20
1992 26
1993 7
1994 20
1995 14
1996 10
1997 13
1998 18
1999 21
2000 16
2001 17
2002 37
2003 27
2004 43
2005 49
2006 39
2007 41
2008 27
2009 15
2010 27
2011 22
2012 28
2013 39
2014 48
2015 21
2016 50
2017 41
2018 53
2019 65
2020 32
2021 22
2022 37
2023 74
2024 162
2025 35
2026 5
Total 1,580
Download as CSV

M.N.S. Swamy publication distribution in Electronics and Electrical Engineering in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Electronics and Electrical Engineering in 2026. The highlighted bar marks where M.N.S. Swamy sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 53 bars. Horizontal axis: publications, 34–53 to 1,065+. Vertical axis: number of scientists, 0 to 445. Most scientists, 445, have 174–193 publications. The last bar groups every scientist with 1,065 publications or more. The highlighted bar, 1,065+ publications, is where this scientist sits. 34–53 publications: 24 scientists 54–73 publications: 52 scientists 74–93 publications: 114 scientists 94–113 publications: 203 scientists 114–133 publications: 269 scientists 134–153 publications: 355 scientists 154–173 publications: 403 scientists 174–193 publications: 445 scientists 194–213 publications: 430 scientists 214–233 publications: 431 scientists 234–253 publications: 399 scientists 254–273 publications: 366 scientists 274–293 publications: 335 scientists 294–313 publications: 300 scientists 314–333 publications: 276 scientists 334–353 publications: 250 scientists 354–373 publications: 214 scientists 374–393 publications: 187 scientists 394–413 publications: 152 scientists 414–433 publications: 169 scientists 434–453 publications: 147 scientists 454–473 publications: 111 scientists 474–493 publications: 117 scientists 494–513 publications: 103 scientists 514–533 publications: 99 scientists 534–553 publications: 92 scientists 554–573 publications: 75 scientists 574–593 publications: 58 scientists 594–613 publications: 69 scientists 614–633 publications: 50 scientists 634–653 publications: 62 scientists 654–673 publications: 54 scientists 674–693 publications: 44 scientists 694–713 publications: 37 scientists 714–733 publications: 28 scientists 734–753 publications: 26 scientists 754–773 publications: 26 scientists 774–793 publications: 19 scientists 794–813 publications: 23 scientists 814–833 publications: 20 scientists 834–853 publications: 16 scientists 854–873 publications: 20 scientists 874–893 publications: 11 scientists 894–913 publications: 11 scientists 914–933 publications: 16 scientists 934–953 publications: 13 scientists 954–973 publications: 10 scientists 974–993 publications: 11 scientists 994–1,013 publications: 9 scientists 1,014–1,033 publications: 9 scientists 1,034–1,053 publications: 10 scientists 1,054–1,064 publications: 6 scientists 1,065+ publications: 99 scientists
34–53 publications 1,065+

This scientist: 1,213 publications — 99th percentile

99% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 1,065 publications or more.

View publications distribution as a table
Number of Electronics and Electrical Engineering scientists by publication count, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
Publications Scientists This scientist
34–53 24
54–73 52
74–93 114
94–113 203
114–133 269
134–153 355
154–173 403
174–193 445
194–213 430
214–233 431
234–253 399
254–273 366
274–293 335
294–313 300
314–333 276
334–353 250
354–373 214
374–393 187
394–413 152
414–433 169
434–453 147
454–473 111
474–493 117
494–513 103
514–533 99
534–553 92
554–573 75
574–593 58
594–613 69
614–633 50
634–653 62
654–673 54
674–693 44
694–713 37
714–733 28
734–753 26
754–773 26
774–793 19
794–813 23
814–833 20
834–853 16
854–873 20
874–893 11
894–913 11
914–933 16
934–953 13
954–973 10
974–993 11
994–1,013 9
1,014–1,033 9
1,034–1,053 10
1,054–1,064 6
1,065+ 99 1,213
Download as CSV

M.N.S. Swamy D-index placement in Electronics and Electrical Engineering in 2026

The chart shows the D-index (discipline H-index) distribution of Electronics and Electrical Engineering scientists ranked by Research.com in 2026. The highlighted bar marks where M.N.S. Swamy sits on this spectrum.

No. of scientists
50 100 150 200 250
Bar chart with 82 bars. Horizontal axis: D-Index, 30 to 111+. Vertical axis: number of scientists, 0 to 263. Most scientists, 263, have 32 D-Index. The last bar groups every scientist with 111 D-Index or more. The highlighted bar, 61 D-Index, is where this scientist sits. 30 D-Index: 178 scientists 31 D-Index: 257 scientists 32 D-Index: 263 scientists 33 D-Index: 262 scientists 34 D-Index: 244 scientists 35 D-Index: 236 scientists 36 D-Index: 211 scientists 37 D-Index: 220 scientists 38 D-Index: 214 scientists 39 D-Index: 214 scientists 40 D-Index: 205 scientists 41 D-Index: 187 scientists 42 D-Index: 194 scientists 43 D-Index: 201 scientists 44 D-Index: 155 scientists 45 D-Index: 189 scientists 46 D-Index: 148 scientists 47 D-Index: 160 scientists 48 D-Index: 134 scientists 49 D-Index: 130 scientists 50 D-Index: 141 scientists 51 D-Index: 156 scientists 52 D-Index: 108 scientists 53 D-Index: 130 scientists 54 D-Index: 112 scientists 55 D-Index: 97 scientists 56 D-Index: 111 scientists 57 D-Index: 102 scientists 58 D-Index: 108 scientists 59 D-Index: 120 scientists 60 D-Index: 103 scientists 61 D-Index: 93 scientists 62 D-Index: 92 scientists 63 D-Index: 74 scientists 64 D-Index: 77 scientists 65 D-Index: 73 scientists 66 D-Index: 64 scientists 67 D-Index: 69 scientists 68 D-Index: 60 scientists 69 D-Index: 39 scientists 70 D-Index: 57 scientists 71 D-Index: 59 scientists 72 D-Index: 46 scientists 73 D-Index: 49 scientists 74 D-Index: 38 scientists 75 D-Index: 35 scientists 76 D-Index: 32 scientists 77 D-Index: 35 scientists 78 D-Index: 31 scientists 79 D-Index: 22 scientists 80 D-Index: 34 scientists 81 D-Index: 31 scientists 82 D-Index: 34 scientists 83 D-Index: 23 scientists 84 D-Index: 18 scientists 85 D-Index: 30 scientists 86 D-Index: 19 scientists 87 D-Index: 19 scientists 88 D-Index: 20 scientists 89 D-Index: 8 scientists 90 D-Index: 17 scientists 91 D-Index: 7 scientists 92 D-Index: 14 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 12 scientists 97 D-Index: 10 scientists 98 D-Index: 10 scientists 99 D-Index: 12 scientists 100 D-Index: 16 scientists 101 D-Index: 5 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 8 scientists 105 D-Index: 9 scientists 106 D-Index: 13 scientists 107 D-Index: 4 scientists 108 D-Index: 5 scientists 109 D-Index: 10 scientists 110 D-Index: 8 scientists 111+ D-Index: 96 scientists
30 D-Index 111+

This scientist: 61 D-Index — 78th percentile

78% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 111 D-Index or more.

View D-Index distribution as a table
Number of Electronics and Electrical Engineering scientists by D-index, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
D-Index Scientists This scientist
30 178
31 257
32 263
33 262
34 244
35 236
36 211
37 220
38 214
39 214
40 205
41 187
42 194
43 201
44 155
45 189
46 148
47 160
48 134
49 130
50 141
51 156
52 108
53 130
54 112
55 97
56 111
57 102
58 108
59 120
60 103
61 93 61
62 92
63 74
64 77
65 73
66 64
67 69
68 60
69 39
70 57
71 59
72 46
73 49
74 38
75 35
76 32
77 35
78 31
79 22
80 34
81 31
82 34
83 23
84 18
85 30
86 19
87 19
88 20
89 8
90 17
91 7
92 14
93 9
94 15
95 10
96 12
97 10
98 10
99 12
100 16
101 5
102 7
103 7
104 8
105 9
106 13
107 4
108 5
109 10
110 8
111+ 96
Download as CSV

Research.com Recognitions

  • 2025 - Research.com Computer Science in Canada Leader Award
  • 2022 - Research.com Computer Science in Canada Leader Award
  • 1980 - IEEE Fellow For leadership in engineering education and contributions to circuits theory.

Overview

M.N.S. Swamy is affiliated with Concordia University in Canada and has contributed extensively to the field of computer science. Their research spans primarily within computer vision and pattern recognition, with significant work in media technology, neurology, artificial intelligence, and signal processing. The bulk of their academic outputs focus on areas related to image and signal denoising methods, advanced image processing techniques, and neural network applications.

Their recent publications cover a range of topics in image processing, optimization schemes for video synopsis, and biomedical signal classification. Selected papers include:

  • An improved scheme for digital mammogram classification using weighted chaotic salp swarm algorithm-based kernel extreme learning machine (2020, Applied Soft Computing)
  • An Adaptive Turn Rate Estimation for Tracking a Maneuvering Target (2020, IEEE Access)
  • HSAJAYA: An Improved Optimization Scheme for Consumer Surveillance Video Synopsis Generation (2020, IEEE Transactions on Consumer Electronics)
  • A novel feature-level fusion scheme with multimodal attention CNN for heart sound classification (2024, Computer Methods and Programs in Biomedicine)
  • Single image denoising via multi-scale weighted group sparse coding (2022, Signal Processing)

Frequent venues where their research has appeared include:

  • IEEE Access
  • IEEE Transactions on Broadcasting
  • Digital Signal Processing
  • Signal Processing Image Communication
  • 2022 IEEE International Symposium on Circuits and Systems (ISCAS)

M.N.S. Swamy has collaborated notably with several researchers, including M. Omair Ahmad, Alireza Esmaeilzehi, Suvendu Rup, Yang Ou, and Banshidhar Majhi. These collaborations encompass diverse projects and contribute to multiple publications.

Their main research topics address:

  • Image and Signal Denoising Methods
  • Advanced Image Processing Techniques
  • Advanced Vision and Imaging
  • Video Analysis and Summarization
  • Image Processing Techniques and Applications
  • Advanced Neural Network Applications
  • Brain Tumor Detection and Classification

In recognition of contributions in engineering education and circuits theory, M.N.S. Swamy was named an IEEE Fellow in 1980.

Best Publications

  • Search and optimization by metaheuristics

    Unknown

  • Graphs: Theory and Algorithms

    K. Thulasiraman;M. N. S. Swamy

  • Graphs, networks, and algorithmsWiley

    Unknown

  • Graphs, networks, and algorithms

    M. N. S. Swamy;K. Thulasiraman

  • Neural Networks and Statistical Learning

    Ke-Lin Du;M. N.S. Swamy

  • Search for top squark pair production in final states with one isolated lepton, jets, and missing transverse momentum in = 8 TeV pp collisions with the ATLAS�…

    Unknown

  • Neural networks in a softcomputing framework

    Ke-Lin Du;M. N. S. Swamy

  • Optimizing the kernel in the empirical feature space

    Huilin Xiong;M.N.S. Swamy;M.O. Ahmad

  • Search for heavy particles decaying into electron-positron pairs in p-pbar collisions

    Unknown

  • Search for high-mass diboson resonances with boson-tagged jets in proton-proton collisions at TeV with the ATLAS detector

    Unknown

  • The eukaryotic CO2-concentrating organelle is liquid-like and exhibits dynamic reorganization

    Unknown

  • NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction

    Unknown

  • Measurement of the cross section for top-quark pair production in pp collisions at with the ATLAS detector using final states with two high-p T leptons

    Unknown

  • Particle Swarm Optimization

    Ke-Lin Du;M. N. S. Swamy

  • Search for long-lived, massive particles in events with displaced vertices and missing transverse momentum in collisions with the ATLAS detector

    Unknown

  • Covalently circularized nanodiscs for studying membrane proteins and viral entry

    Unknown

  • Two-dimensional FLD for face recognition

    Unknown

  • Structural basis for ATP-dependent chromatin remodelling by the INO80 complex

    Unknown

  • Natural radioactivity in Spanish soils

    Unknown

  • Search for pair and single production of new heavy quarks that decay to a Z boson and a third-generation quark in pp collisions at TeV with the ATLAS detector

    Unknown

  • Wireless Communication Systems: From RF Subsystems to 4G Enabling Technologies

    Ke-Lin Du;M. N. S. Swamy

  • Efficient Application of MUSIC Algorithm Under the Coexistence of Far-Field and Near-Field Sources

    Jin He;M. N. S. Swamy;M. O. Ahmad

  • Search for tt� resonances in the lepton plus jets final state with ATLAS using 4.7 fb-1<? format?> of pp collisions at s<? format?>=<? format?> 7 TeV

    Unknown

  • Tratado de derecho penal: Delitos contra la fe p�blica, el comercio y la econom�a

    Unknown

  • Design of two-dimensional recursive filters using genetic algorithms

    N.E. Mastorakis;I.F. Gonos;M.N.S. Swamy

  • Spatially Adaptive Wavelet-Based Method Using the Cauchy Prior for Denoising the SAR Images

    M.I.H. Bhuiyan;M.O. Ahmad;M.N.S. Swamy

  • Sucrose and raffinose family oligosaccharides (RFOs) in soybean seeds as influenced by genotype and growing location.

    Vineet Kumar;Anita Rani;Lokesh Goyal;Amit Kumar Dixit

  • Neural methods for antenna array signal processing: a review

    K.-L Du;A. K. Y. Lai;K. K. M. Cheng;M. N. S. Swamy

  • Joint 2-D DOA Estimation via Sparse L-shaped Array

    Jian-Feng Gu;Wei-Ping Zhu;M. N. S. Swamy

  • Low-complexity 8× 8 transform for image compression

    Unknown

  • A constrained anti-Hebbian learning algorithm for total least-squares estimation with applications to adaptive FIR and IIR filtering

    Keqin Gao;M. Omair Ahmad;M.N.S. Swamy

  • An improved voice activity detection using higher order statistics

    Ke Li;M.N.S. Swamy;M.O. Ahmad

  • Despeckling of medical ultrasound images using data and rate adaptive lossy compression

    N. Gupta;M.N.S. Swamy;E. Plotkin

Frequent Co-Authors

M. Omair Ahmad
M. Omair Ahmad Concordia University
Wei-Ping Zhu
Wei-Ping Zhu Concordia University
Chun-Ming Chang
Chun-Ming Chang Asian University
Pramod Kumar Meher
Pramod Kumar Meher Sandhaan Labs Private Limited
Changsheng Xu
Changsheng Xu Chinese Academy of Sciences
Jar-Ferr Yang
Jar-Ferr Yang National Cheng Kung University
Mohammad Tariqul Islam
Mohammad Tariqul Islam National University of Malaysia
Ahmed M. Soliman
Ahmed M. Soliman Cairo University
Kathryn L. Humphreys
Kathryn L. Humphreys Vanderbilt University
Qi Dou
Qi Dou Chinese University of Hong Kong

External Links

Personal website of M.N.S. Swamy Google Scholar page

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Related Online Degrees & Career Pathways

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National Institute of Technology Durgapur

Publications: 35

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Pramod Kumar Meher

Sandhaan Labs Private Limited

Publications: 34

Durbadal Mandal

Durbadal Mandal

National Institute of Technology Durgapur

Publications: 34

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Sakti Prasad Ghoshal

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Publications: 27

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Wei-Ping Zhu

Concordia University

Publications: 25

Ahmed M. Soliman

Ahmed M. Soliman

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Publications: 20

P.P. Vaidyanathan

P.P. Vaidyanathan

California Institute of Technology

Publications: 18

Guoliang Xue

Guoliang Xue

Arizona State University

Publications: 17

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Keivan Navi

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Publications: 16

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Publications: 15

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Publications: 14

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Publications: 14

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