World's Best Scientists 2026 revealed!
Alessandra Lumini

Alessandra Lumini

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Computer Science
Italy
2023

D-Index & Metrics

Computer Science

D-Index
49
Citations
9705
World Ranking
5889
National Ranking
135

Alessandra Lumini 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 Alessandra Lumini 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: 237 publications — 59th percentile

59% of scientists in this discipline score the same or lower.

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

Alessandra Lumini 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 Alessandra Lumini 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: 49 D-Index — 60th percentile

60% 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

  • 2023 - Research.com Computer Science in Italy Leader Award

Overview

Alessandra Lumini is affiliated with the University of Bologna in Italy and focuses primarily on research within the field of Computer Science. Their work spans several subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Plant Science, Radiology, Nuclear Medicine and Imaging, and Molecular Biology.

The scientist's research addresses multiple topics related to artificial intelligence and its applications in medical and biological imaging. Key topics of their work include:

  • AI in cancer detection
  • Advanced Neural Network Applications
  • Digital Imaging for Blood Diseases
  • Image Retrieval and Classification Techniques
  • COVID-19 diagnosis using AI
  • Neural Networks and Applications
  • Video Surveillance and Tracking Methods

Alessandra Lumini has published a number of recent papers with a focus on deep learning, neural networks, and image classification, including:

  • "High performing ensemble of convolutional neural networks for insect pest image detection," 2021, Ecological Informatics
  • "Comparison of Different Image Data Augmentation Approaches," 2021, Journal of Imaging
  • "Deep learning for plankton and coral classification," 2023, Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)
  • "Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images," 2020, Expert Systems with Applications
  • "Fair comparison of skin detection approaches on publicly available datasets," 2020, Expert Systems with Applications

The scientist frequently publishes in a variety of venues, including:

  • arXiv (Cornell University)
  • Preprints.org
  • Expert Systems with Applications
  • Applied Sciences
  • Sensors

Collaborations have been an important aspect of their work, with frequent coauthors comprising:

  • Loris Nanni
  • Sheryl Brahnam
  • Gianluca Maguolo
  • Andrea Loreggia
  • Leandro Alves Neves

The research by Alessandra Lumini integrates advanced neural network methods with practical applications in biology and medicine, particularly focusing on improving imaging techniques for diagnostics and classification.

Best Publications

  • Local binary patterns variants as texture descriptors for medical image analysis

    Loris Nanni;Alessandra Lumini;Sheryl Brahnam

  • Fingerprint classification by directional image partitioning

    R. Cappelli;A. Lumini;D. Maio;D. Maltoni

  • Fingerprint Image Reconstruction from Standard Templates

    R. Cappelli;A. Lumini;D. Maio;D. Maltoni

  • Survey on LBP based texture descriptors for image classification

    Loris Nanni;Alessandra Lumini;Sheryl Brahnam

  • An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

    Loris Nanni;Alessandra Lumini

  • An improved BioHashing for human authentication

    Alessandra Lumini;Loris Nanni

  • Local binary patterns for a hybrid fingerprint matcher

    Loris Nanni;Alessandra Lumini

  • An ensemble of K-local hyperplanes for predicting protein--protein interactions

    Loris Nanni;Alessandra Lumini

  • Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization.

    Loris Nanni;Alessandra Lumini

  • Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information

    Loris Nanni;Alessandra Lumini;Dinesh Gupta;Aarti Garg

  • Deep learning and transfer learning features for plankton classification

    Alessandra Lumini;Loris Nanni

  • Local Binary Patterns: New Variants and Applications

    Sheryl Brahnam;Lakhmi C. Jain;Loris Nanni;Alessandra Lumini

  • Overview of the combination of biometric matchers

    Alessandra Lumini;Loris Nanni

  • A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states

    Loris Nanni;Sheryl Brahnam;Alessandra Lumini

  • Artificial intelligence techniques for embryo and oocyte classification.

    Claudio Manna;Loris Nanni;Alessandra Lumini;Sebastiana Pappalardo

  • Continuous versus exclusive classification for fingerprint retrieval

    Alessandra Lumini;Dario Maio;Davide Maltoni

  • Wavelet images and Chou’s pseudo amino acid composition for protein classification

    Loris Nanni;Sheryl Brahnam;Alessandra Lumini

  • Combining visual and acoustic features for music genre classification

    Loris Nanni;Yandre M.G. Costa;Alessandra Lumini;Moo Young Kim

  • An evaluation of direct attacks using fake fingers generated from ISO templates

    Javier Galbally;Raffaele Cappelli;Alessandra Lumini;Guillermo Gonzalez-de-Rivera

  • Prediction of protein structure classes by incorporating different protein descriptors into general Chou's pseudo amino acid composition.

    Loris Nanni;Sheryl Brahnam;Alessandra Lumini

Frequent Co-Authors

Loris Nanni
Loris Nanni University of Padua
Sheryl Brahnam
Sheryl Brahnam Missouri State University
Dario Maio
Dario Maio University of Bologna
Raffaele Cappelli
Raffaele Cappelli University of Bologna
Davide Maltoni
Davide Maltoni University of Bologna
Matteo Golfarelli
Matteo Golfarelli University of Bologna
Stefano Rizzi
Stefano Rizzi University of Bologna
Javier Galbally
Javier Galbally Autonomous University of Madrid
Julian Fierrez
Julian Fierrez Autonomous University of Madrid
Patrizio Campisi
Patrizio Campisi Roma Tre University

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