Member of CORE Academy
Teresa Bernarda Ludermir
Division of Mathematics and Information Sciences
  • Neural Networks, Machine Learning , Artificial Intelligence, Hybrid Intelligent Systems
  • tbl@cin.ufpe.br

Full Professor, Centro de Informática, Universidade Federal de Pernambuco (UFPE); Member, Pernambuco Academy of Science; Member, Brazilian Academy of Science; Recipient of the National Order of Scientific Merit (Brazil)

Information

Membership Number: FCA3317

Membership Type: Fellowship

Division: Mathematics and Information Sciences

Corresponding Email: tbl@cin.ufpe.br

Homepage(s): https://www.cin.ufpe.br/~tbl/ 

 

Present and Previous Positions

  • 2015–2018 — Visiting Researcher, Université d'Orléans, Orléans, France

  • 2014–2015 — Visiting Researcher, Computational Genomics, RWTH Aachen University, Germany

  • 2009–2011 — Visiting Researcher, Universidade do Porto, Portugal

  • 2007–Present — Full Professor, Centro de Informática, Universidade Federal de Pernambuco (UFPE), Recife, Brazil

  • 2006–2007 — Visiting Professor, Imperial College of Science, Technology and Medicine, UK (Sabbatical leave from UFPE)

  • 2005–2007 — Visiting Researcher, Max-Planck-Institut für Molekulare Genetik, Germany

  • 2004–2008 — Visiting Researcher, Institut National de Recherche en Informatique et en Automatique (INRIA), France

  • 2001–2004 — Visiting Researcher, Université Pierre et Marie Curie, France

  • 1992–2007 — Associate Professor, Centro de Informática, Universidade Federal de Pernambuco (UFPE), Brazil

  • 1991–1992 — Lecturer, Computer Science Department, King’s College London, UK

  • 1985–1986 — Lecturer, Departamento de Ciência da Computação, Universidade Católica de Pernambuco (UNICAP), Brazil

 

Fields of Scholarship and Research Interests

PhD in Computer Science, Imperial College of Science, Technology and Medicine, UK


Professor Teresa B. Ludermir is an internationally recognized expert in Artificial Intelligence (AI), with pioneering contributions in the fields of Machine Learning and Neural Networks. With more than thirty years of experience, her research has advanced both the theoretical foundations and practical applications of intelligent systems.

 

Honors, Awards and Other Membership

  • Brazilian National Order of Scientific Merit, Class: Comendador (2010)

  • Member, Brazilian Academy of Science (since 2024)

  • Fellow, Asia-Pacific Artificial Intelligence Association (AAIA) (since 2024)

  • Member, Pernambuco Academy of Science, Brazil (since 2018)

  • Scientific Merit Award, Brazilian Computer Society (SBC) (2015)

  • Scientific Merit Award, Special Committees of Computational Intelligence & AI, SBC (2015)

  • Senior Member, IEEE (2009) and Senior Member, INNS (2020)

  • Supervisor of Best PhD Thesis, IEEE LA-CCI (2021)

  • Supervisor of 2nd Best PhD Thesis in AI, Brazilian Contest of Artificial Intelligence (BRACIS) (2020)

  • Outstanding Associate Editor, IEEE Transactions on Neural Networks and Learning Systems (2019)

  • Supervisor of Honors Mention PhD Thesis, CAPES PhD Thesis Contest (2016)

  • Supervisor of Best MSc Dissertation, XVIII Computer Thesis and Dissertation Competition, SBC (2005)

  • Best Paper Award (Theoretical Development), International Conference on Hybrid Intelligent Systems (2007)

  • Nuffield Foundation Award for Newly Appointed Science Lecturers, UK (1991)

  • Distinction Magna cum Laude in Computer Science, UFPE (1983)


Memberships and Positions

  • Member, UK Expert Advisory Panel for the State of Science Report on risks associated with frontier AI (2023–2024)

  • Editorial Board: IEEE Transactions on Neural Networks and Learning Systems, Neural Networks, and other journals in data science, ML, and AI

  • Editor-in-Chief, International Journal of Computation Intelligence and Application (IJCIA), World Scientific (2004–2012)

  • Guest Editor for Neurocomputing (2011, 2013, 2014), International Journal of Hybrid Intelligent Systems (2009, 2011), International Journal of Neural Systems (2002, 1998), Journal of Intelligent & Fuzzy Systems (2003)

  • General Program Committee, IEEE-IJCNN (2018); General Co-Chair (2023, 2024)

  • Member, Board of Governors, International Neural Network Society (INNS) (2016–2018, 2019–2021)

  • Committee Member: IEEE CIS Chapter Subcommittee, IEEE CIS Summer School Subcommittee, IEEE Frank Rosenblatt Award Committee, IEEE Awards Board

  • Program Committee Member: IJCNN, IJCAI, ICANN, HIS, ACM-SAC, ENIAC, BRACIS, KDMiLe, LA-CCI, ICPRAM, ISDA, among others

  • Member, Computer Science Advisory Committee, Brazilian National Research Council (CNPq): 2005–2008, 2015–2017, 2020–2023 (Coordinator: 2015–2017; 2022–2023)

  • Computing Deputy Coordinator, CAPES (since 2022)

  • Director of Graduate Studies, Universidade Federal de Pernambuco (2015–2019)

  • Head of the Artificial Intelligence Center and Group, Universidade Federal de Pernambuco (since 1992)


 

Selected Publications

  • Author of Artificial Neural Networks: Theory and Applications, first published in 1998 (Computer Science School) with two commercial editions (2000, 2007). This was the first Machine Learning book written in Portuguese, widely adopted across Brazil, and has accumulated over 1,800 citations (Google Scholar).

  • Collaborator on the Araboia Project for disseminating Information Technologies (AI and Programming Languages) in public schools in Pernambuco, Brazil.

 

Other Information

https://scholar.google.com/citations?user=w-tKJOwAAAAJ&hl=en