Curriculum Vitae
Catarina Padrela Loureiro
Identification
Personal identification
- Full name
- Catarina Padrela Loureiro
Author identifiers
- Ciência ID
- 6715-294A-6512
- ORCID iD
- 0009-0001-9464-5824
Email addresses
- catarinapadrela@tecnico.ulisboa.pt (Professional)
Websites
- https://www.linkedin.com/in/catarina-loureiro/ (Social media)
- https://github.com/catarinaploureiro/interval-valued-data-analysis (Scholar)
Knowledge fields
- Exact Sciences - Mathematics - Statistics and Probability
Languages
| Language | Speaking | Reading | Writing | Listening | Peer-review |
|---|---|---|---|---|---|
| Portuguese (Mother tongue) | |||||
| English |
Education
| Degree | Classification | |
|---|---|---|
|
2022/10/01 - 2026
Ongoing
|
Programa Doutoral em Estatística e Processos Estocásticos (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
Universidade de Lisboa Centro de Matemática Computacional e Estocástica, Portugal "Anomaly Detection Methods for Complex Data: Applications to Internet Traffic and Financial Markets" (THESIS/DISSERTATION)
|
|
|
2017/09 - 2019/12/18
Concluded
|
Matemática e Aplicações (Mestrado)
Major in Probabilidades e Estatística
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
"Outlier Detection in Functional Time Series" (THESIS/DISSERTATION)
|
18 |
|
2014/09 - 2017/07/07
Concluded
|
Matemática Aplicada e Computação (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal
|
15 |
Projects
Contract
| Designation | Funders | |
|---|---|---|
| 2019/06/19 - 2019/12/17 | Análise Estatística Robusta de Dados Financeiros
FARO PTDC/EGE-ECO/30535/2017
Research Fellow
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
|
Associação para a Inovação e Desenvolvimento da FCT |
Outputs
Publications
| Book chapter |
|
| Thesis / Dissertation |
|
Activities
Oral presentation
| Presentation title | Event name Host (Event location) |
|
|---|---|---|
| 2025/06/10 | Explainable Outlier Detection in Interval-Valued Data Using a Robust Covariance Estimator | Symbolic Data Analysis Workshop 2025
University of Zagreb, Faculty of Organization and Informatics (Varaždin, Croatia)
|
| 2025/05/19 | Minimum Covariance Determinant Estimator and Outlier Detection for Interval-valued Data | International Conference of Robust Statistics 2025
University of Trento, University of Parma, University of Milan-Bicocca and European Commission's Joint Research Centre (Stresa, Italy)
|
| 2025/04/25 | Outlier Detection Based on the Minimum Covariance Determinant Estimator for Interval-Valued Data | Séminaire de Statistique
Conservatoire National des Arts et Métiers (CNAM) (Paris, France)
|
| 2024/04/12 | A robust covariance matrix estimator for interval-valued data | Lisbon Young Mathematicians Conference 2024
Instituto Superior Técnico (Lisbon, Portugal)
|
| 2023/11/03 | Air Quality Data Analysis with Symbolic Principal Components | Symbolic Data Analysis Workshop 2023
(Paris, France)
|
| 2023/10/13 | Air Quality Data Analysis with Symbolic Principal Components | XXVI Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística (Guimarães, Portugal)
|
| 2019/11/07 | Functional outlier detection with dynamic functional principal component analysis: Application to finance | XXIV Congresso da Sociedade Portuguesa de Estatística
Sociedade Portuguesa de Estatística (Amarante, Portugal)
|
Event organisation
| Event name Type of event (Role) |
Institution / Organization | |
|---|---|---|
| 2024/04/02 - 2024/04/14 | Lisbon Young Mathematicians Conference 2024 - LYMC 2024 (2024/04/12 - 2024/04/13)
Conference (Member of the Organising Committee)
|
Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal |
Event participation
| Activity description Type of event |
Event name Institution / Organization |
|
|---|---|---|
| 2024/06/23 - 2024/06/29 | Since 1998, ECMI (the European Consortium for Mathematics in Industry) has been organizing annual Modelling Weeks for students.
During these events, participants from various parts of Europe work in small groups to solve real problems, with the help
of instructors. At the end of the week, they present their results and prepare a report. The main objective is to train students
in Mathematical Modelling and develop collaboration and communication skills in an international environment.
Workshop
|
ECMI Modelling Week 2024
Università degli Studi di Catania, Italy
|
| 2024/04/20 - 2024/04/20 | The Sicence Fair of the Open Day at Instituto Superior Técnico showcases research and innovation projects in an interactive
exhibition featuring experiments led by researchers and students. The theme presented was "Data Science with Intervals".
Exhibition
|
Dia Aberto do Técnico 2014
Universidade de Lisboa Instituto Superior Técnico, Portugal
|
Course / Discipline taught
| Academic session | Degree Subject (Type) | Institution / Organization | |
|---|---|---|---|
| 2025/02 - 2025/07 | Biostatistics - Lab Classes | (Mestrado) | Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal |
| 2024/09 - 2025/02 | Multivariate Analysis - Lab Classes | (Mestrado) | Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal |
| 2024/09 - 2025/02 | Statistical Methods in Data Mining - Lab Classes | (Mestrado) | Universidade de Lisboa Instituto Superior Técnico Departamento de Matemática, Portugal |