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About

About

I received my PhD degree in Computer Science from the University of Porto, Portugal in 2011.
Currently, I'm an assistant professor at the Department of Computer Science of the Faculty of Sciences of the University of Porto and member of LIAAD-INESC TEC, the Artificial Intelligence and Decision Support Lab of University of Porto.
My main research interests include Data Mining and Machine Learning, in particular outlier detection, novelty detection, utility-based learning and evaluation issues on learning tasks.
As a member of LIAAD-INESC TEC, I have been involved in several research projects concerning environmental applications, fraud detection and fault diagnosis. I have also been member of the program committee for several conferences, serving as reviewer of several journals and involved in the organization of some scientific events.

Interest
Topics
Details

Details

  • Name

    Rita Paula Ribeiro
  • Cluster

    Computer Science
  • Role

    Senior Researcher
  • Since

    01st January 2008
006
Publications

2023

Online Anomaly Explanation: A Case Study on Predictive Maintenance

Authors
Ribeiro, RP; Mastelini, SM; Davari, N; Aminian, E; Veloso, B; Gama, J;

Publication
MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II

Abstract

2023

An Online Data-Driven Predictive Maintenance Approach for Railway Switches

Authors
Tome, ES; Ribeiro, RP; Veloso, B; Gama, J;

Publication
MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II

Abstract

2023

Fault Forecasting Using Data-Driven Modeling: A Case Study for Metro do Porto Data Set

Authors
Davari, N; Veloso, B; Ribeiro, RP; Gama, J;

Publication
MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II

Abstract

2023

Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I

Authors
Koprinska, I; Mignone, P; Guidotti, R; Jaroszewicz, S; Fröning, H; Gullo, F; Ferreira, PM; Roqueiro, D; Ceddia, G; Nowaczyk, S; Gama, J; Ribeiro, RP; Gavaldà, R; Masciari, E; Ras, ZW; Ritacco, E; Naretto, F; Theissler, A; Biecek, P; Verbeke, W; Schiele, G; Pernkopf, F; Blott, M; Bordino, I; Danesi, IL; Ponti, G; Severini, L; Appice, A; Andresini, G; Medeiros, I; Graça, G; Cooper, LAD; Ghazaleh, N; Richiardi, J; Miranda, DS; Sechidis, K; Canakoglu, A; Pidò, S; Pinoli, P; Bifet, A; Pashami, S;

Publication
PKDD/ECML Workshops (1)

Abstract

2023

Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II

Authors
Koprinska, I; Mignone, P; Guidotti, R; Jaroszewicz, S; Fröning, H; Gullo, F; Ferreira, PM; Roqueiro, D; Ceddia, G; Nowaczyk, S; Gama, J; Ribeiro, RP; Gavaldà, R; Masciari, E; Ras, ZW; Ritacco, E; Naretto, F; Theissler, A; Biecek, P; Verbeke, W; Schiele, G; Pernkopf, F; Blott, M; Bordino, I; Danesi, IL; Ponti, G; Severini, L; Appice, A; Andresini, G; Medeiros, I; Graça, G; Cooper, LAD; Ghazaleh, N; Richiardi, J; Miranda, DS; Sechidis, K; Canakoglu, A; Pidò, S; Pinoli, P; Bifet, A; Pashami, S;

Publication
PKDD/ECML Workshops (2)

Abstract

Supervised
thesis

2022

Spatio-temporal clustering to study vehicle emissions and air quality correlation at Porto

Author
Nirbhaya Shaji

Institution
UP-FCUP

2022

Feature Selection in Imbalance Domain Learning Problems: A Case Study on Scrapping of Tires

Author
Pedro Manuel Moreira Unas

Institution
UP-FCUP

2022

Evaluating Fairness, Explainability and Robustness of AI Systems

Author
Sérgio Gabriel Pontes de Jesus

Institution
UP-FCUP

2022

Fault detection in wastewater treatment plants Application and comparison of machine learning techniques with streaming data

Author
Rodrigo de Oliveira Salles

Institution
UP-FCUP

2022

Multimodal Characterizati on and Classification of Anxiety and Affect

Author
Mariana Isabel Ribau Vaz

Institution
UP-FCUP