World's Best Scientists 2026 revealed!
Ivana Strumberger

Ivana Strumberger

Award Badge
Rising Stars
2025

D-Index & Metrics

Rising Stars

D-Index
34
Citations
3357
World Ranking
889
National Ranking
2

Computer Science

D-Index
36
Citations
4097
World Ranking
11400
National Ranking
6

Ivana Strumberger 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 Ivana Strumberger sits on this spectrum.

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 publications 991+

This scientist: 94 publications — 7th percentile

7% of scientists in this discipline score the same or lower.

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

Ivana Strumberger 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 Ivana Strumberger sits on this spectrum.

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 D-Index 131+

This scientist: 36 D-Index — 23rd percentile

23% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Ivana Strumberger is affiliated with Singidunum University in Serbia, focusing primarily on research in computer science and engineering. Their publication record features a significant concentration in artificial intelligence, computer networks and communications, computer vision and pattern recognition, information systems, and electrical and electronic engineering.

Their research topics include:

  • Metaheuristic Optimization Algorithms Research
  • Machine Learning and ELM
  • Network Security and Intrusion Detection
  • Machine Learning and Data Classification
  • Anomaly Detection Techniques and Applications
  • Advanced Neural Network Applications
  • Stock Market Forecasting Methods

Among frequently publishing venues are:

  • 2021 29th Telecommunications Forum (TELFOR)
  • Mathematics
  • 2022 IEEE World Conference on Applied Intelligence and Computing (AIC)
  • Computer Systems Science and Engineering
  • Journal of Electronic Imaging

Strumberger has coauthored extensively with several collaborators, including:

  • Nebojša Bačanin
  • Miodrag Živković
  • Miloš Antonijević
  • K. Venkatachalam
  • Timea Bezdan

Recent papers highlight their research output and subject expertise. Notable works include:

  • COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach (2020) published in Sustainable Cities and Society
  • Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics (2020) published in Algorithms
  • Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks (2023) published in Information Sciences
  • Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm (2021) published in Journal of Intelligent & Fuzzy Systems
  • Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application (2022) published in Scientific Reports

The main scopes of Strumberger's work reflect a blend of machine learning, neural network applications, and optimization metaheuristics, often applied in contexts such as energy forecasting, scheduling in cloud computing, and pandemic case prediction. The integration of hybrid algorithms and swarm intelligence features prominently within their methodological approaches.

Best Publications

  • COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach

    Miodrag Zivkovic;Nebojsa Bacanin;K. Venkatachalam;Anand Nayyar

  • Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics

    Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  • Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application

    Unknown

  • Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks.

    Ivana Strumberger;Miroslav Minovic;Milan Tuba;Nebojsa Bacanin

  • Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm.

    Miodrag Zivkovic;Nebojsa Bacanin;Eva Tuba;Ivana Strumberger

  • Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer

    Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  • Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm

    Timea Bezdan;Miodrag Zivkovic;Nebojsa Bacanin;Ivana Strumberger

  • Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks

    Miodrag Zivkovic;Nebojsa Bacanin;Tamara Zivkovic;Ivana Strumberger

  • Resource Scheduling in Cloud Computing Based on a Hybridized Whale Optimization Algorithm

    Ivana Strumberger;Nebojsa Bacanin;Milan Tuba;Eva Tuba

  • Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction

    Miodrag Zivkovic;Venkatachalam K;Nebojsa Bacanin;Aleksandar Djordjevic

  • Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA

    Timea Bezdan;Miodrag Zivkovic;Eva Tuba;Ivana Strumberger

  • Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm

    Unknown

  • Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering

    Unknown

  • Designing Convolutional Neural Network Architecture by the Firefly Algorithm

    Ivana Strumberger;Eva Tuba;Nebojsa Bacanin;Miodrag Zivkovic

  • Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting

    Unknown

  • Static drone placement by elephant herding optimization algorithm

    Ivana Strumberger;Nebojsa Bacanin;Slavisa Tomic;Marko Beko

  • Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization

    Nebojsa Bacanin;Eva Tuba;Miodrag Zivkovic;Ivana Strumberger

  • Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm

    Timea Bezdan;Miodrag Zivkovic;Eva Tuba;Ivana Strumberger

  • Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade

    Timea Bezdan;Stefan Milosevic;Venkatachalam K;Miodrag Zivkovic

  • Classification and Feature Selection Method for Medical Datasets by Brain Storm Optimization Algorithm and Support Vector Machine

    Eva Tuba;Ivana Strumberger;Timea Bezdan;Nebojsa Bacanin

  • Monarch Butterfly Optimization Based Convolutional Neural Network Design

    Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  • Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment

    Miodrag Zivkovic;Timea Bezdan;Ivana Strumberger;Nebojsa Bacanin

  • Feature Selection by Firefly Algorithm with Improved Initialization Strategy

    Timea Bezdan;Dusan Cvetnic;Luka Gajic;Miodrag Zivkovic

  • Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm

    Eva Tuba;Ivana Strumberger;Dejan Zivkovic;Nebojsa Bacanin

Frequent Co-Authors

Nebojsa Bacanin
Nebojsa Bacanin Singidunum University
Milan Tuba
Milan Tuba Singidunum University
Eva Tuba
Eva Tuba Singidunum University
Timea Bezdan
Timea Bezdan Singidunum University
Fadi Al-Turjman
Fadi Al-Turjman Near East University
Tarik A. Rashid
Tarik A. Rashid University of Kurdistan Hewler
Anand Nayyar
Anand Nayyar Duy Tan University

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