Personal information

Image Processing, Computer Vision, Pattern Recognition, Machine Learning, Medical Image Analysis
Brazil

Biography

Roberta Oliveira holds a BSc Degree in Information Systems in 2008 from the Fundação Educacional de Fernandópolis, an MSc in Computer Science in 2012 from the São Paulo State University, and a PhD in Informatics Engineering in 2017 from the Faculty of Engineering of the University of Porto. She is currently an Adjunct Professor at the University of Brasília. Her research interest can be summed up in the following topics: digital image processing, computer vision, pattern recognition, machine learning, and deep learning. She has projects related to medical image processing and analysis.

Curriculum Lattes: http://lattes.cnpq.br/1308225137416807
ResearchGate: https://www.researchgate.net/profile/Roberta_Oliveira6

Activities

Employment (1)

Universidade de Brasília: Brasília, DF, BR

2019-09-27 to present | Professor (Departamento de Ciência da Computação)
Employment
Source: Self-asserted source
Roberta Oliveira

Education and qualifications (3)

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2017 | PhD in Informatics Engineering (Engenharia Informática)
Education
Source: Self-asserted source
Roberta Oliveira

Universidade Estadual Paulista Júlio de Mesquita Filho Câmpus de São José do Rio Preto Instituto de Biociências Letras e Ciências Exatas: Sao Jose do Rio Preto, SP, BR

2012 | MSc in Computer Science (Computer Science and Statistics)
Education
Source: Self-asserted source
Roberta Oliveira

Fundacao Educacional de Fernandopolis: Fernandopolis, SP, BR

2008 | BSc in Information systems
Education
Source: Self-asserted source
Roberta Oliveira

Works (11)

Spending pattern visualization using unsupervised machine learning

2023-09-25 | Conference paper
Contributors: Gabriel Porto Oliveira; Jadson Castro Gertrudes; Roberta B. Oliveira
Source: check_circle
Crossref

Meninas.comp: Computing for Girls in Elementary School in Brazil

Clepsydra. Revista de Estudios de Género y Teoría Feminista
2022 | Journal article
Contributors: Maristela Holanda; Alice Lima; Alice Borges; Kailany Ketulhe Rocha; Marcos Caldeira; Carla Cavalcante Koike; Carla D. Castanho; Roberta B. Oliveira
Source: check_circle
Crossref

Sense of Belonging of Female Undergraduate Students in Introductory Computer Science Courses at University of Brasília in Brazil

2021-10-13 | Conference paper
Contributors: Maristela Holanda; Aleteia Araujo; Dilma Da Silva; George von Borries; Roberta B. Oliveira; Carla Cavalcante Koike; Carla D. Castanho
Source: check_circle
Crossref

Computational diagnosis of skin lesions from dermoscopic images using combined features

Neural Computing and Applications
2019 | Journal article
EID:

2-s2.0-85044236718

Contributors: Oliveira, R.B.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Computational methods for pigmented skin lesion classification in images: review and future trends

Neural Computing and Applications
2018 | Journal article
EID:

2-s2.0-84978870622

Contributors: Oliveira, R.B.; Papa, J.P.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Pattern recognition in macroscopic and dermoscopic images for skin lesion diagnosis

Lecture Notes in Computational Vision and Biomechanics
2018 | Book
EID:

2-s2.0-85032392299

Contributors: Oliveira, R.B.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Skin lesion computational diagnosis of dermoscopic images: Ensemble models based on input feature manipulation

Computer Methods and Programs in Biomedicine
2017 | Journal article
EID:

2-s2.0-85025691118

Contributors: Oliveira, R.B.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

A computational approach for detecting pigmented skin lesions in macroscopic images

Expert Systems with Applications
2016 | Journal article
EID:

2-s2.0-84971283685

Contributors: Oliveira, R.B.; Marranghello, N.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Computational methods for the image segmentation of pigmented skin lesions: A review

Computer Methods and Programs in Biomedicine
2016 | Journal article
EID:

2-s2.0-84963576424

Contributors: Oliveira, R.B.; Filho, M.E.; Ma, Z.; Papa, J.P.; Pereira, A.S.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Identification of foliar diseases in cotton crop

Lecture Notes in Computational Vision and Biomechanics
2013 | Book
EID:

2-s2.0-85017404762

Contributors: Bernardes, A.A.; Rogeri, J.G.; Oliveira, R.B.; Marranghello, N.; Pereira, A.S.; Araujo, A.F.; Tavares, J.M.R.S.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier

Characterization of texture in image of skin lesions by support vector machine

Iberian Conference on Information Systems and Technologies, CISTI
2012 | Conference paper
EID:

2-s2.0-84869038704

Contributors: Oliveira, R.B.; Caldas Jr., C.R.D.; Pereira, A.S.; Guido, R.C.; De Araujo, A.F.; Tavares, J.M.R.S.; Rossetti, R.B.
Source: Self-asserted source
Roberta Oliveira via Scopus - Elsevier