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About

About

Rita P. Ribeiro is an Assistant Professor at the Department of Computer Science at the Faculty of Sciences of the University of Porto (FCUP) and a Senior Researcher at the Laboratory of Artificial Intelligence and Decision Support (LIAAD) at the Institute of Systems Engineering and Computing, Technology and Science (INESCTEC). Her main research interests focus on learning problems in imbalanced domains, anomaly detection, evaluation issues in learning tasks and application problems related to social good and environmental impact. She has been involved in several research projects concerning ecological problems, fraud detection and predictive maintenance applications. She is a member of the program committee of several international conferences, also serves as an editor and reviewer for several international journals and has been involved in the organization of various scientific events.

Interest
Topics
Details

Details

  • Name

    Rita Paula Ribeiro
  • Role

    Senior Researcher
  • Since

    01st January 2008
011
Publications

2026

Preface

Authors
Ribeiro, P; Japkowicz, N; Jorge, AM; Soares, C; Abreu, PH; Pfahringer, B; Gama, MP; Larrañaga, P; Dutra, I; Pechenizkiy, M; Pashami, S; Cortez, P;

Publication
Lecture Notes in Computer Science

Abstract
[No abstract available]

2026

Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII

Authors
Ribeiro, RP; Pfahringer, B; Japkowicz, N; Larrañaga, P; Jorge, AM; Soares, C; Abreu, PH; Gama, J;

Publication
ECML/PKDD (7)

Abstract

2026

Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI

Authors
Ribeiro, RP; Pfahringer, B; Japkowicz, N; Larrañaga, P; Jorge, AM; Soares, C; Abreu, PH; Gama, J;

Publication
ECML/PKDD (6)

Abstract

2026

Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V

Authors
Ribeiro, RP; Pfahringer, B; Japkowicz, N; Larrañaga, P; Jorge, AM; Soares, C; Abreu, PH; Gama, J;

Publication
ECML/PKDD (5)

Abstract

2026

Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV

Authors
Ribeiro, RP; Pfahringer, B; Japkowicz, N; Larrañaga, P; Jorge, AM; Soares, C; Abreu, PH; Gama, J;

Publication
ECML/PKDD (4)

Abstract

Supervised
thesis

2023

Clustering Massive, Noisy, and Unstructured Textual Streams

Author
Cesar Henrique Goersch Andrade

Institution
UP-FCUP

2023

Learning from imbalanced data streams

Author
Ehsan Aminian

Institution
UP-FCUP

2023

Learning from imbalanced data streams

Author
Ehsan Aminian

Institution
UP-FCUP

2023

Anomaly Detection in Pet Behavioural Data

Author
Inês Pinto e Silva

Institution
UP-FCUP

2023

A Machine Learning Approach for Predicting Claims Reserving

Author
Amanda Custódio Tavares

Institution
UP-FCUP