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Danilo P. Mandic
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Computer Science
UK
2025

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Electronics and Electrical Engineering 77 603 578 28 26 646 26666
Computer Science 79 1132 1096 62 61 731 28412

Danilo P. Mandic publications per year

The chart shows the history of publications by Danilo P. Mandic between 1998 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Danilo P. Mandic published across 29 years, from 1998 to 2026, averaging 31.8 papers a year. Output peaked at 63 publications in 2009. 30 of the 921 publications appeared in the last two years.

No. of publications
20 40 60
Bar chart. Horizontal axis: year, 1998 to 2026. Vertical axis: number of publications, 0 to 63. Peak 63 publications in 2009. 1998: 4 publications 1999: 6 publications 2000: 17 publications 2001: 12 publications 2002: 40 publications 2003: 22 publications 2004: 17 publications 2005: 16 publications 2006: 24 publications 2007: 34 publications 2008: 35 publications 2009: 63 publications 2010: 33 publications 2011: 34 publications 2012: 29 publications 2013: 30 publications 2014: 36 publications 2015: 43 publications 2016: 34 publications 2017: 36 publications 2018: 41 publications 2019: 53 publications 2020: 38 publications 2021: 41 publications 2022: 42 publications 2023: 62 publications 2024: 49 publications 2025: 29 publications 2026: 1 publication
1998 2026

921 publications in total across all disciplines

View publications per year as a table
Danilo P. Mandic: publications per year, 1998 to 2026
Year Publications
1998 4
1999 6
2000 17
2001 12
2002 40
2003 22
2004 17
2005 16
2006 24
2007 34
2008 35
2009 63
2010 33
2011 34
2012 29
2013 30
2014 36
2015 43
2016 34
2017 36
2018 41
2019 53
2020 38
2021 41
2022 42
2023 62
2024 49
2025 29
2026 1
Total 921
Download as CSV

Danilo P. Mandic 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 Danilo P. Mandic 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, 634–653 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: 646 publications — 92nd percentile

92% 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 62 646
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
Download as CSV

Danilo P. Mandic 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 Danilo P. Mandic 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, 77 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: 77 D-Index — 91st percentile

91% 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
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 77
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 United Kingdom Leader Award
  • 2023 - Research.com Computer Science in United Kingdom Leader Award
  • 2022 - Research.com Computer Science in United Kingdom Leader Award
  • 2013 - IEEE Fellow For contributions to multivariate and nonlinear learning systems

Overview

Danilo P. Mandic is affiliated with Imperial College London in the United Kingdom. Their research spans multiple areas within computer science, particularly focusing on artificial intelligence and signal processing. Their work extends into cardiology and cardiovascular medicine, cognitive neuroscience, and biomedical engineering.

The scientist's publication record includes significant contributions to several main topics, such as tensor decomposition and its applications, EEG and brain-computer interfaces, advanced graph neural networks, ECG monitoring and analysis, blind source separation techniques, speech and audio processing, and non-invasive vital sign monitoring.

Notable recent papers by Danilo P. Mandic include:

  • "Convergence of the RMSProp deep learning method with penalty for nonconvex optimization" (2021), Neural Networks
  • "The 2023 wearable photoplethysmography roadmap" (2023), Physiological Measurement
  • "In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation" (2020), Sensors
  • "AudioLDM: Text-to-Audio Generation with Latent Diffusion Models" (2023), arXiv (Cornell University)
  • "Exploring Convolutional Neural Network Architectures for EEG Feature Extraction" (2024), Sensors

Frequent collaborators include Harry J. Davies, Ljubiša Stanković, Fu Siong Ng, Arunashis Sau, and Yao Xu, each contributing to multiple joint publications with Mandic.

Mandic's work is published in a variety of venues, with a notable number of papers appearing in:

  • arXiv (Cornell University)
  • IEEE Signal Processing Magazine
  • Signal Processing
  • Neural Networks
  • Sensors

Danilo P. Mandic has been recognized as an IEEE Fellow since 2013 for their contributions to multivariate and nonlinear learning systems.

Best Publications

  • Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

    Andrzej Cichocki;Danilo Mandic;Lieven De Lathauwer;Guoxu Zhou

  • Multivariate empirical mode decomposition

    N. Rehman;D. P. Mandic

  • Recurrent Neural Networks for Prediction

    Danilo P. Mandic;Jonathon A. Chambers

  • Recurrent Neural Networks for Prediction: Learning Algorithms,Architectures and Stability

    Danilo P. Mandic;Jonathon Chambers

  • Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models

    Danilo Mandic;Vanessa Su Lee Goh

  • Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis

    A. Cichocki;D. Mandic;A-H. Phan;C. Caiafa

  • Complex Valued Nonlinear Adaptive Filters

    Danilo P. Mandic;Vanessa Su Lee Goh

  • Filter Bank Property of Multivariate Empirical Mode Decomposition

    Naveed ur Rehman;D P Mandic

  • Empirical Mode Decomposition-Based Time-Frequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis

    Danilo P. Mandic;Naveed Ur Rehman;Zhaohua Wu;Norden E. Huang

  • Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1.

    Andrzej Cichocki;Namgil Lee;Ivan V. Oseledets;Anh Huy Phan

  • Multivariate multiscale entropy: a tool for complexity analysis of multichannel data.

    Mosabber Uddin Ahmed;Danilo P. Mandic

  • Complex Empirical Mode Decomposition

    T. Tanaka;D.P. Mandic

  • The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes

    C.C. Took;D.P. Mandic

  • Biometrics from Brain Electrical Activity: A Machine Learning Approach

    R. Palaniappan;D.P. Mandic

  • A generalized normalized gradient descent algorithm

    D.P. Mandic

  • Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

    Andrzej Cichocki;Namgil Lee;Ivan Oseledets;Anh-Huy Phan

  • The In-the-Ear Recording Concept: User-Centered and Wearable Brain Monitoring

    D. Looney;P. Kidmose;Cheolsoo Park;M. Ungstrup

  • Augmented second-order statistics of quaternion random signals

    Clive Cheong Took;Danilo P. Mandic

  • Classification of Motor Imagery BCI Using Multivariate Empirical Mode Decomposition

    Cheolsoo Park;D. Looney;Naveed ur Rehman;A. Ahrabian

  • Empirical Mode Decomposition for Trivariate Signals

    N. ur Rehman;D.P. Mandic

  • Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives

    A. Cichocki;A-H. Phan;Q. Zhao;N. Lee

Frequent Co-Authors

Andrzej Cichocki
Andrzej Cichocki Systems Research Institute
Scott C. Douglas
Scott C. Douglas Southern Methodist University
Ljubisa Stankovic
Ljubisa Stankovic University of Montenegro
Jonathon A. Chambers
Jonathon A. Chambers Harbin Engineering University
Marc M. Van Hulle
Marc M. Van Hulle KU Leuven
Qibin Zhao
Qibin Zhao RIKEN
Gavin C. Cawley
Gavin C. Cawley University of East Anglia
Kazuyuki Aihara
Kazuyuki Aihara University of Tokyo
Luxi Yang
Luxi Yang Southeast University
Ervin Sejdic
Ervin Sejdic University of Pittsburgh

External Links

Wikipedia of Danilo P. Mandic Personal website of Danilo P. Mandic Google Scholar page

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Best Scientists Citing Danilo P. Mandic

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Publications: 77

Lieven De Lathauwer

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Publications: 40

Haiquan Zhao

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Southwest Jiaotong University

Publications: 32

Shoji Makino

Shoji Makino

Waseda University

Publications: 32

Aurelio Uncini

Aurelio Uncini

Sapienza University of Rome

Publications: 26

Saeid Sanei

Saeid Sanei

Nottingham Trent University

Publications: 25

Jinde Cao

Jinde Cao

Southeast University

Publications: 25

Jacob Benesty

Jacob Benesty

Institut National de la Recherche Scientifique

Publications: 25

Javier Escudero

Javier Escudero

University of Edinburgh

Publications: 24

Qibin Zhao

Qibin Zhao

RIKEN

Publications: 22

Ali H. Sayed

Ali H. Sayed

École Polytechnique Fédérale de Lausanne

Publications: 22

Sabine Van Huffel

Sabine Van Huffel

KU Leuven

Publications: 21

Pengjian Shang

Pengjian Shang

Beijing Jiaotong University

Publications: 20

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Ram Bilas Pachori

Indian Institute of Technology Indore

Publications: 19

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