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Frederico G. Guimarães

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 39 9809 9528 29 29 243 5980

Frederico G. Guimarães publications per year

The chart shows the history of publications by Frederico G. Guimarães between 2003 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Frederico G. Guimarães published across 23 years, from 2003 to 2025, averaging 13.5 papers a year. Output peaked at 24 publications in 2016. 43 of the 311 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 2003 to 2025. Vertical axis: number of publications, 0 to 24. Peak 24 publications in 2016. 2003: 1 publication 2004: 2 publications 2005: 4 publications 2006: 11 publications 2007: 5 publications 2008: 7 publications 2009: 12 publications 2010: 8 publications 2011: 8 publications 2012: 11 publications 2013: 13 publications 2014: 20 publications 2015: 9 publications 2016: 24 publications 2017: 20 publications 2018: 13 publications 2019: 20 publications 2020: 23 publications 2021: 24 publications 2022: 19 publications 2023: 14 publications 2024: 21 publications 2025: 22 publications
2003 2025

311 publications in total across all disciplines

View publications per year as a table
Frederico G. Guimarães: publications per year, 2003 to 2025
Year Publications
2003 1
2004 2
2005 4
2006 11
2007 5
2008 7
2009 12
2010 8
2011 8
2012 11
2013 13
2014 20
2015 9
2016 24
2017 20
2018 13
2019 20
2020 23
2021 24
2022 19
2023 14
2024 21
2025 22
Total 311
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Frederico G. Guimarães publications per year - data summary

  • Frederico G. Guimarães, a Computer Science scholar from Universidade Federal de Minas Gerais, has 311 publications recorded across 23 years, from 2003 to 2025.
  • The oldest publication on record dates to 2003 and the most recent to 2025.
  • The most productive years are 2016 and 2021, with 24 publications each.
  • The least productive year with any output is 2003, with 1 publication.
  • The rate of publication averages 13.5 papers per year over the whole span, or 13.5 per year counting only the 23 years with at least one publication.
  • The last 5 years on the chart (2021-2025) hold 100 publications, 32% of the career total.
  • Split into equal eras - 2003-2010: 50 publications (6.3 per year); 2011-2018: 118 publications (14.8 per year); 2019-2025: 143 publications (20.4 per year).
  • Comparing the opening and closing eras, the overall trend of publication is rising.

Frederico G. Guimarães 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 Frederico G. Guimarães 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, 242–251 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: 243 publications — 60th percentile

60% 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
242–251 408 243
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
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

Frederico G. Guimarães publication distribution in Computer Science in 2026 - data summary

  • The chart plots the publication count of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 97 ranges running from 32–41 to 991+ publications.
  • Frederico G. Guimarães, a Computer Science scholar from Universidade Federal de Minas Gerais, records 243 publications - the 60th percentile of the discipline.
  • 60% of ranked Computer Science scientists score the same or lower than Frederico G. Guimarães, and about 40% score higher.
  • The median of the discipline falls in the 202–211 publications range, and Frederico G. Guimarães ranks above the median.
  • The most crowded range is 142–151 publications, holding 609 scientists (4% of the field).
  • 70% of the field sits in the lowest quarter of the value range (up to 272–281 publications), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 991 publications or more, 100 scientists in all (<1% of the field).

Frederico G. Guimarães 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 Frederico G. Guimarães 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, 38–39 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: 39 D-Index — 33rd percentile

33% 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 39
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
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

Frederico G. Guimarães D-index placement in Computer Science in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 14,188 Computer Science scientists ranked by Research.com in 2026, grouped into 52 ranges running from 30–31 to 131+ D-Index.
  • Frederico G. Guimarães, a Computer Science scholar from Universidade Federal de Minas Gerais, records 39 D-Index - the 33rd percentile of the discipline.
  • 33% of ranked Computer Science scientists score the same or lower than Frederico G. Guimarães, and about 67% score higher.
  • The median of the discipline falls in the 44–45 D-Index range, and Frederico G. Guimarães ranks below the median.
  • The most crowded range is 36–37 D-Index, holding 990 scientists (7% of the field).
  • 71% of the field sits in the lowest quarter of the value range (up to 54–55 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 131 D-Index or more, 98 scientists in all (<1% of the field).

Overview

Frederico G. Guimarães is affiliated with the Universidade Federal de Minas Gerais in Brazil. Their research primarily spans the fields of Computer Science and Engineering, with a substantial focus on subfields such as Artificial Intelligence, Management Science and Operations Research, Signal Processing, Computer Vision and Pattern Recognition, and Electrical and Electronic Engineering.

The scientist's work covers a range of topics, including:

  • Stock Market Forecasting Methods
  • Time Series Analysis and Forecasting
  • Energy Load and Power Forecasting
  • Cognitive Science and Mapping
  • Advanced Multi-Objective Optimization Algorithms
  • Metaheuristic Optimization Algorithms Research
  • Neural Networks and Applications

Recent publications of Frederico G. Guimarães include:

  • "COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions," 2020, Chaos Solitons & Fractals
  • "Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios," 2021, IEEE Transactions on Systems Man and Cybernetics Systems
  • "Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs," 2021, Computers in Biology and Medicine
  • "Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks," 2020, Computers and Electronics in Agriculture
  • "Time series forecasting using fuzzy cognitive maps: a survey," 2022, Artificial Intelligence Review

Frederico G. Guimarães frequently collaborates with several researchers, including:

  • Petrônio Cândido de Lima e Silva
  • Omid Orang
  • Marcos Antônio Alves
  • Hélder Seixas Lima
  • Bruno Alberto Soares Oliveira

The scientist publishes regularly in venues such as:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • IEEE Access
  • Congresso Brasileiro de Automática
  • SSRN Electronic Journal

Best Publications

  • COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions

    Petrônio C. L. Silva;Paulo V. C. Batista;Helder Seixas Lima;Marcos Antonio Alves

  • Short-term load forecasting by using a combined method of convolutional neural networks and fuzzy time series

    Hossein Javedani Sadaei;Petrônio Cândido de Lima e Silva;Frederico Gadelha Guimarães;Muhammad Hisyam Lee

  • Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids

    Vitor N. Coelho;Vitor N. Coelho;Miri Weiss Cohen;Igor M. Coelho;Nian Liu

  • A clonal selection algorithm for optimization in electromagnetics

    F. Campelo;F.G. Guimaraes;H. Igarashi;J.A. Ramirez

  • A multi-objective model for the green capacitated location-routing problem considering environmental impact

    Eliana M. Toro;John F. Franco;Mauricio Granada Echeverri;Frederico Gadelha Guimarães

  • Index-based permutation-diffusion in multiple-image encryption using DNA sequence

    Rasul Enayatifar;Frederico Gadelha Guimarães;Patrick Siarry

  • Electric Distribution Network Expansion Under Load-Evolution Uncertainty Using an Immune System Inspired Algorithm

    E.G. Carrano;F.G. Guimaraes;R.H.C. Takahashi;O.M. Neto

  • A GPU deep learning metaheuristic based model for time series forecasting

    Igor M. Coelho;Vitor N. Coelho;Eduardo J. da S. Luz;Luiz S. Ochi

  • Medical image encryption using a hybrid model of modified genetic algorithm and coupled map lattices

    Hossein Nematzadeh;Rasul Enayatifar;Homayun Motameni;Frederico Gadelha Guimarães

  • A cooperative coevolutionary algorithm for the Multi-Depot Vehicle Routing Problem

    Fernando Bernardes de Oliveira;Rasul Enayatifar;Hossein Javedani Sadaei;Frederico Gadelha Guimarães

  • Short-term load forecasting method based on fuzzy time series, seasonality and long memory process

    Unknown

  • Review: Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors

    Sílvia Grasiella Moreira Almeida;Sílvia Grasiella Moreira Almeida;Frederico Gadelha Guimarães;Jaime Arturo Ramírez

  • Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios

    Roberto G. Ribeiro;Luciano P. Cota;Thiago A. M. Euzebio;Jaime A. Ramirez

  • Multi-objective energy storage power dispatching using plug-in vehicles in a smart-microgrid.

    Vitor Nazário Coelho;Igor Machado Coelho;Bruno Nazário Coelho;Miri Weiss Cohen

  • A self-adaptive evolutionary fuzzy model for load forecasting problems on smart grid environment

    Vitor Nazário Coelho;Igor Machado Coelho;Bruno Nazário Coelho;Agnaldo José da Rocha Reis;Agnaldo José da Rocha Reis

  • Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.

    Marcos Antonio Alves;Giulia Zanon Castro;Bruno Alberto Soares Oliveira;Leonardo Augusto Ferreira

  • Aggregation Trees for visualization and dimension reduction in many-objective optimization

    Alan R.R. de Freitas;Peter J. Fleming;Frederico G. Guimarães

  • Probabilistic Forecasting With Fuzzy Time Series

    Petronio Candido de Lima Silva;Hossein Javedani Sadaei;Rosangela Ballini;Frederico Gadelha Guimaraes

  • Stock market forecasting by using a hybrid model of exponential fuzzy time series

    Fatemeh Mirzaei Talarposhti;Hossein Javedani Sadaei;Rasul Enayatifar;Frederico Gadelha Guimarães

  • Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks

    Patrícia de Oliveira e Lucas;Marcos Antonio Alves;Petrônio Cândido de Lima e Silva;Frederico Gadelha Guimarães

  • Pareto cone ε-dominance: improving convergence and diversity in multiobjective evolutionary algorithms

    Lucas S. Batista;Felipe Campelo;Frederico G. Guimarães;Jaime A. Ramírez

  • A modified immune network algorithm for multimodal electromagnetic problems

    F. Campelo;F.G. Guimaraes;H. Igarashi;J.A. Ramirez

  • A comparison of dominance criteria in many-objective optimization problems

    Lucas S. Batista;Felipe Campelo;Frederico G. Guimaraes;Jaime A. Ramirez

Frequent Co-Authors

Peter J. Fleming
Peter J. Fleming University of Sheffield
Nenad Mladenović
Nenad Mladenović Khalifa University
Jean-Yves Potvin
Jean-Yves Potvin University of Montreal
John F. Franco
John F. Franco Sao Paulo State University
Deborah Negrão-Corrêa
Deborah Negrão-Corrêa Universidade Federal de Minas Gerais
Reinaldo M. Palhares
Reinaldo M. Palhares Universidade Federal de Minas Gerais
Patrick Siarry
Patrick Siarry Paris-Est Créteil University
El-Ghazali Talbi
El-Ghazali Talbi University of Lille

External Links

Personal website of Frederico G. Guimarães

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2027 Cheapest Accelerated Business Administration Degree Programs Online
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2027 Fastest Online Physics Degree Programs
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2027 How Much Does a Software Development Degree Program Cost? Tuition, Fees & Total Expense Breakdown
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2027 Can You Get Into a Fine Arts Program with a Low GPA? Admission Chances & Workarounds
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2027 Associate to Bachelor's in Nonprofit Management: Transfer Pathways Explained
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2027 Cheapest Online Marketing Master's Degrees That Pay Well: Tuition, Duration, and Earnings
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2027 Fingerprint Specialist Careers: Skills, Education, Salary & Job Outlook
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2027 Online MBA vs PMP Certification: Which Is Better for Managers?
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2027 Online Social Work Bachelor's Degree Programs With No Application Fee