PeopleofSuperintelligence

Researcher

Victor Hugo C. de Albuquerque

Also known as Victor Hugo Costa de Albuquerque

Victor Hugo C. de Albuquerque is a Brazilian researcher who applies deep learning and pattern recognition to medical images, biological signals and intelligent transportation. He completed a doctorate in mechanical engineering at the Federal University of Paraíba in 2010, after a master's in teleinformatics engineering at the Federal University of Ceará in 2007, and then served as an assistant professor of applied informatics at the University of Fortaleza until 2021. His coauthored papers include a 2018 study of Google Colaboratory for accelerating deep learning, a 2020 transfer-learning approach to pneumonia detection in chest X-ray images, and autonomous-driving papers in 2020 and 2022. In 2022, a Research.com ranking placed him fourth among Brazilian computer scientists, and a 2024 ranking placed him fifth. He is a professor and senior researcher in teleinformatics engineering at the Federal University of Ceará, which he joined in 2021, and leads its Biomedical Data Analytics Research Group.

Now at
Federal University of Ceará
Works
515
Citations
24,105
h-index
85

Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 2006–2010

    Mechanical engineering doctorate

    He graduates in mechatronics at the Federal Center of Technological Education of Ceará (CEFETCE) in 2006, earns a master's in teleinformatics engineering at the Federal University of Ceará in 2007, and completes a doctorate in mechanical engineering, with emphasis on materials, at the Federal University of Paraíba in 2010.

  2. 2010s

    Professor at UNIFOR

    He is an assistant professor in the Graduate Program in Applied Informatics at the University of Fortaleza (UNIFOR) until 2021. His research interests include pattern recognition, artificial intelligence, and image processing and analysis of biological signals and images.

  3. 2018–2020

    Colaboratory and pneumonia papers

    In 2018, he coauthors "Performance analysis of Google Colaboratory as a tool for accelerating deep learning applications" in IEEE Access. In 2020, he coauthors "A novel transfer learning based approach for pneumonia detection in chest X-ray images" in Applied Sciences.

  4. 2020–2022

    Deep learning for autonomous driving

    In 2020, he coauthors "Deep learning for safe autonomous driving: Current challenges and future directions" in IEEE Transactions on Intelligent Transportation Systems. In 2022, he is also an author of "Vision-based semantic segmentation in scene understanding for autonomous driving" in the same journal.

  5. October 2021

    Joining the Federal University of Ceará

    In October 2021, he joins the Federal University of Ceará as a professor and senior researcher in teleinformatics engineering, and he leads its Biomedical Data Analytics Research Group.

  6. 2022–2024

    Research.com ranking in Brazil

    In 2022, he places fourth in Brazil in the eighth edition of the Research.com ranking of computer science scientists, with an h-index of 52. In 2024, he ranks fifth in Brazil in computing and first among the most influential researchers at the Federal University of Ceará, with an h-index of 79 and more than 21,000 citations.

  7. 2025

    Quantum optimization papers

    In 2025, he coauthors a quantum-walk algorithm for the minimum spanning tree problem under a maximal degree constraint and a warm-started QAOA with XY mixers for vehicle routing optimization.

  8. As of October 2026

    Leading biomedical data analytics

    He is a professor and senior researcher in the Department of Teleinformatics Engineering at the Federal University of Ceará, a Senior Member of IEEE, and the leader of its Biomedical Data Analytics Research Group. His publications total more than 30,000 citations, with an h-index of 92.

Career

  1. Since 2021Federal University of CearáProfessor and Senior Researcher
  2. 2020–2021Instituto Federal de Educação, Ciência e Tecnologia do Ceará
  3. 2009–2021Universidade de FortalezaAssistant Professor
  4. 2008–2012University of Porto

Education

  1. 2010Universidade Federal da ParaíbaDoctorate in Mechanical Engineering
  2. 2007Federal University of CearáMaster's in Teleinformatics Engineering
  3. 2006Federal Center of Technological Education of CearáMechatronics

From the biography and OpenAlex affiliations (the years of papers that list the organization), so some years are approximate.

  1. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes University of Porto. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  2. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes University of Porto. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.
  3. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes University of Porto. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  4. Google had the most people shaping AI every year from 2014 to 2025Our estimates of which organizations employed the most people shaping AI each year from 1955 to 2025, tracing the shift from university labs to companies.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

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  1. Victor Hugo C. de Albuquerque - Frontiers Loop loop.frontiersin.org. Checked 20 October 2026.
  2. Professores Efetivos - Departamento de Engenharia de Teleinformática, Universidade Federal do Ceará deti.ufc.br. Checked 20 October 2026.
  3. Victor Hugo C. de Albuquerque on alphaXiv alphaxiv.org. Checked 20 October 2026.
  4. Victor Hugo C. de Albuquerque - Google Scholar scholar.google.com. Checked 20 October 2026.
  5. Victor Hugo C de Albuquerque - Wikidata wikidata.org. Checked 20 October 2026.
  6. Professor do PPGETI se destaca na 8a. edição do ranking de cientistas da Research.com ppgeti.ufc.br. Checked 20 October 2026.
  7. Docente do PPGETI é 5º Colocado em Ranking dos Principais Cientistas em Computação ppgeti.ufc.br. Checked 20 October 2026.