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Identification

Personal identification

Full name
Ana Isabel Gonçalves Mendes

Citation names

  • Mendes, Ana Isabel Gonçalves
  • Mendes, Ana

Author identifiers

Ciência ID
3C19-42EA-DDBD
ORCID iD
0000-0002-4161-6130
Scopus Author Id
55873199300

Telephones

Telephone
  • (351) 244820300 (Professional)

Addresses

  • Instituto Politécnico de Leiria, Escola Superior de Tecnologia e Gestão, Departamento de Matemática. Campus 2 Morro do Lena - Alto do Vieiro Apartado 4163 2411-901 Leiria, 2411-901, Leiria, Leiria, Portugal (Professional)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Advanced (C1) Advanced (C1) Proficiency (C2) Upper intermediate (B2)
Spanish; Castilian Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2010
Concluded
 Matemática (Doutoramento)
Major in Especialidade: Matemática Pura
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Ortogonalidade Matricial: Caso Não-simétrico" (THESIS/DISSERTATION)
 Máxima com Louvor e Distinção
2002/03/10
Concluded
 Matemática (Mestrado)
Major in Matemática Pura
Universidade de Coimbra, Portugal
1998/09/21
Concluded
 Matemática (Licenciatura)
Major in Matemática Aplicada
Universidade de Coimbra, Portugal
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2010 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria, Portugal
2016 - 2019 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria, Portugal
2013 - 2016 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2003 - 2010 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
1998/10/01 - 2003/03/04 Invited Assistant (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal

Positions / Appointments

Category
Host institution 		Employer
2016 - 2017 Conselho geral ou orgão correspondente Instituto Politécnico de Leiria, Portugal
2016 - 2017 Conselho geral ou orgão correspondente Instituto Politécnico de Leiria, Portugal
2013 - 2016 Conselho geral ou orgão correspondente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2016 Conselho geral ou orgão correspondente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Projects

Contract

Designation Funders
2019 - Current Investigation of Methods for Feature Extraction and Selection for Medical Image Analysis
FAADCT/PR
Researcher
Fundação Araucária
Ongoing
2013/04 - 2014/12 DERMCLASS CENTRO-07-ST24-FEDER-002022
DERMCLASS CENTRO-07-ST24-FEDER-002022
Researcher
Concluded

Other

Designation Funders
2021/06 - Current Círculos matemáticos
Não tem
Other
Fundação Calouste Gulbenkian
Outputs

Publications

Book chapter
  1. Mendes, Ana Isabel Gonçalves. "Evaluating Intelligent Methods for Decision Making Support in Dermoscopy Based on Information Gain and Ensemble". 111-127. Springer International Publishing, 2021.
    10.1007/978-3-030-73819-8_7
Journal article
  1. Newton Spolaôr; Huei Diana Lee; Ana Isabel Mendes; Conceição Veloso Nogueira; Antonio Rafael Sabino Parmezan; Weber Shoity Resende Takaki; Claudio Saddy Rodrigues Coy; Feng Chung Wu; Rui Fonseca-Pinto. "Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets". Multimedia Tools and Applications (2023): http://dx.doi.org/10.1007/s11042-023-16529-w.
    10.1007/s11042-023-16529-w
  2. Huei Diana Lee; Ana Isabel Mendes; Newton Spolaôr; Jefferson Tales Oliva; Antonio Rafael Sabino Parmezan; Feng Chung Wu; Rui Fonseca-Pinto. "Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines". Knowledge-Based Systems 158 (2018): 9-24. https://doi.org/10.1016%2Fj.knosys.2018.05.016.
    10.1016/j.knosys.2018.05.016
  3. Branquinho, A.; Foulquié Moreno, A.; Mendes, A.. "Dynamics and interpretation of some integrable systems via matrix orthogonal polynomials". Integral Transforms and Special Functions 28 1 (2017): 74-90. http://www.scopus.com/inward/record.url?eid=2-s2.0-84994876212&partnerID=MN8TOARS.
    10.1080/10652469.2016.1250082
  4. Anttnio Marques Mendes; Ana Isabel Mendes. "A Space-Time Approach to Investment Rating". SSRN Electronic Journal (2016): https://doi.org/10.2139%2Fssrn.2773705.
    10.2139/ssrn.2773705
  5. Mendes, A.I.; Nogueira, C.; Pereira, J.; Fonseca-Pinto, R.. "On the geometric modulation of skin lesion growth: A mathematical model for melanoma". Revista Brasileira de Engenharia Biomedica 32 1 (2016): 44-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84964067289&partnerID=MN8TOARS.
    10.1590/2446-4740.02815
  6. R. C. Paiva; M. S. Ferreira; A. G. Mendes; A. M. J. Eusebio. "Interactive and Multimedia Contents Associated with a System for Computer-Aided Assessment". Journal of Educational Computing Research 52 2 (2015): 224-256. http://dx.doi.org/10.1177/0735633115571305.
    10.1177/0735633115571305
  7. Marcellán, F.; Mendes, A.; Pijeira, H.. "Bases of the space of solutions of some fourth-order linear difference equations: Applications in rational approximation". Journal of Difference Equations and Applications 19 10 (2013): 1632-1644. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885033025&partnerID=MN8TOARS.
    10.1080/10236198.2013.769531
  8. A. Branquinho; F. Marcellán; A. Mendes. "Relative asymptotics for orthogonal matrix polynomials". Linear Algebra and its Applications 437 7 (2012): 1458-1481. http://dx.doi.org/10.1016/j.laa.2012.04.032.
    10.1016/j.laa.2012.04.032
  9. A. Branquinho; F. Marcellán; A. Mendes. "Vector Interpretation of the Matrix Orthogonality on the Real Line". Acta Appl Math 112 3 (2010): 357-383. http://dx.doi.org/10.1007/s10440-010-9577-3.
    10.1007/s10440-010-9577-3
Thesis / Dissertation
  1. Mendes, Ana Isabel Gonçalves. "Ortogonalidade matricial : caso não simétrico". PhD, 2010. http://hdl.handle.net/10316/13621.
  2. Mendes, Ana Isabel Gonçalves. "Geração Semi-Clássica de Famílias de Polinómios Ortogonais". Master, 2002. http://hdl.handle.net/10316/13624.

Other

Other output
  1. An Adaptive Approach for Skin Lesion Segmentation in Dermoscopy Images Using a Multiscale Local Normalization. 2015. Jorge Pereira; Ana Mendes; Conceição Nogueira; Diogo Baptista; Rui Fonseca-Pinto. http://dx.doi.org/10.1007/978-3-319-16118-1_29.
    10.1007/978-3-319-16118-1_29