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Ana Rita Oliveira Antunes. Concluiu o Doutoramento em Doctoral Program in Industrial and Systems Engineering em 2024/07/18 pelo(a) Universidade do Minho, Mestrado em Master's in System Engineering em 2019/09/30 pelo(a) Universidade do Minho, Mestrado em Master's in System Engineering em 2019 pelo(a) Universidade do Minho e Licenciatura em Bachelor in Mathematics em 2017/07/31 pelo(a) Universidade do Minho. É Data Analytics no(a) Data CoLAB. Publicou 3 artigos em revistas especializadas. Possui 7 capítulo(s) de livros. Participa e/ou participou como Bolseiro de Investigação em 2 projeto(s).
Identification

Personal identification

Full name
Ana Rita Oliveira Antunes

Citation names

  • Antunes, Ana
  • Ana Rita Antunes

Author identifiers

Ciência ID
371B-564D-8129
ORCID iD
0000-0003-4004-9901

Email addresses

  • ana_antunes96@hotmail.com (Professional)

Websites

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Education
Degree Classification
2020/10/05 - 2024/07/18
Concluded
 Doctoral Program in Industrial and Systems Engineering (Doutoramento)
Major in Applied Statistics
Universidade do Minho, Portugal
"Drowsy Driving Monitorization Using Statistical and Machine Learning Techniques" (THESIS/DISSERTATION)
 Very Good
2020/01/27 - 2020/07/20
Concluded
 Data Analysis for Business (Pós-Graduação)
Major in Data Analysis, Data Mining
Instituto Politécnico do Cávado e do Ave, Portugal
 18
2017/09/04 - 2019/09/30
Concluded
 Master's in System Engineering (Mestrado)
Major in Logistics and Industrial Data Processing
Universidade do Minho, Portugal
"Análise Multivariada no Processo de Produção de um Pneu Agrícola." (THESIS/DISSERTATION)
 17
2014/09/08 - 2017/07/31
Concluded
 Bachelor in Mathematics (Licenciatura)
Universidade do Minho, Portugal
"Análise Multivariada no Processo de Produção de um Pneu Agrícola" (THESIS/DISSERTATION)
 12
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2019/09/02 - Current Invited Assistant (University Teacher) Universidade do Minho, Portugal
Universidade do Minho, Portugal

Others

Category
Host institution 		Employer
2023/08/04 - Current Data Analytics Data CoLAB, Portugal
Projects

Grant

Designation Funders
2021/02/04 - 2023/08/31 Sono ao Volante 2.0. - Sistema de informação para a previsão do sono ao volante e a deteção de distúrbio ou privação crónica do sono
039720
Research Fellow
Instituto Politécnico do Cávado e do Ave Laboratório de Inteligência Artificial Aplicada, Portugal
Concluded
2020/01/08 - 2020/07/07 Factory of the Future – Smart Manufacturing
039479
Research Fellow
Universidade do Minho Centro ALGORITMI, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Ana Rita Antunes; Ana Cristina Braga; Marta Gonçalves; Joaquim Gonçalves. "Sleep Disorders in Portugal Based on Questionnaires". 2023.
    10.1007/978-3-031-37108-0_7
  2. Ana Rita Antunes; Ana Cristina Braga; Joaquim Gonçalves. "Drowsiness Detection Using Multivariate Statistical Process Control". 2022.
    10.1007/978-3-031-10536-4_38
  3. Ana Rita Antunes; Cláudia Buga Buga; Daniel Coutinho Costa; José Grilo; Ana Cristina Braga; Lino A. Costa. "A Multivariate Analysis Approach to Diamonds’ Pricing Using Dummy Variables in SPSS". 609-623. Springer International Publishing, 2021.
    10.1007/978-3-030-86973-1_43
  4. Ana Rita Antunes; Marina A. Matos; Lino A. Costa; Ana Maria A. C. Rocha; Ana Cristina Braga. "Feature Selection Optimization for Breast Cancer Diagnosis". 2021.
    10.1007/978-3-030-91885-9_36
  5. Claudia Rodrigues; Ana Rita Antunes; Ana Cristina Braga. "Shiny App to Predict the Risk of Death in Very Low Birth Weight Newborns Through a New Classifier". 593-608. Springer International Publishing, 2021.
    10.1007/978-3-030-86973-1_42
  6. Ana Rita Antunes; Lino A. Costa; Ana Maria A. C. Rocha; Ana Cristina Braga. "Feature Selection Optimization of Risk Factors for Coronary Heart Disease". 413-428. Springer International Publishing, 2021.
    10.1007/978-3-030-86976-2_28
  7. Antunes, Ana; Braga, Ana Cristina. Corresponding author: Braga, Ana Cristina. "Shiny App to Predict Agricultural Tire Dimensions". In Computational Science and Its Applications – ICCSA 2020, 247-260. Springer International Publishing, 2020.
    10.1007/978-3-030-58808-3_19
Conference paper
  1. Ana Rita Antunes; Gonçalves, Joaquim; Braga, Ana Cristina. Corresponding author: Gonçalves, Joaquim. "An Intelligent System to Detect Drowsiness at the Wheel". Paper presented in International Symposium on Digital Forensic and Security (ISDFS), Istanbul, 2022.
    Published • 10.1109/isdfs55398.2022.9800836
  2. Antunes, Ana. "Shiny App to Predict Agricultural Tire Dimensions". Paper presented in ICCSA 2020, 20th International Conference on Computational Science and Applications, Cagliari, 2020.
    Accepted
Journal article
  1. Ana Rita Antunes; Ana Cristina Braga; Joaquim Gonçalves. "Drowsiness Transitions Detection Using a Wearable Device". Applied Sciences (2023): https://doi.org/10.3390/app13042651.
    10.3390/app13042651
  2. Ana Rita Antunes; Marina A. Matos; Ana Maria A. C. Rocha; Lino A. Costa; Leonilde R. Varela. "A Statistical Comparison of Metaheuristics for Unrelated Parallel Machine Scheduling Problems with Setup Times". Mathematics (2022): https://doi.org/10.3390/math10142431.
    10.3390/math10142431
  3. Paulo Afonso; Vishad Vyas; Ana Antunes; Sérgio Silva; Boris P. J. Bret. "A Stochastic Approach for Product Costing in Manufacturing Processes". Mathematics 9 18 (2021): 2238-2238. https://doi.org/10.3390/math9182238.
    10.3390/math9182238
Thesis / Dissertation
  1. "Drowsy Driving Monitorization Using Statistical and Machine Learning Techniques". PhD, Universidade do Minho, 2024.
Activities

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2016/10/19 - 2019/09/11 English Course English B2 (Outros)