1
TITLE: A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
AUTHORS: João Gama ; Rita P Ribeiro ; Saulo Martiello Mastelini; Narjes Davari; Bruno Veloso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.14455
INDEXED IN: DBLP
IN MY: DBLP
2
TITLE: Aequitas Flow: Streamlining Fair ML Experimentation
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
INDEXED IN: DBLP
IN MY: DBLP
3
TITLE: Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey
AUTHORS: Jakub Jakubowski; Natalia Wojak Strzelecka; Rita P Ribeiro ; Sepideh Pashami; Szymon Bobek; João Gama ; Grzegorz J Nalepa;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.12785
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: Community-Based Topic Modeling with Contextual Outlier Handling
AUTHORS: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA) in ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2024, VOLUME: 14640
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
5
TITLE: Detecting and Explaining Anomalies in the Air Production Unit of a Train
AUTHORS: Davari, Narjes ; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 39th Annual ACM Symposium on Applied Computing (SAC) in 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
6
TITLE: From fault detection to anomaly explanation: A case study on predictive maintenance
AUTHORS: Gama, Joao ; Ribeiro, Rita P. ; Mastelini, Saulo; Davari, Narjes ; Veloso, Bruno ;
PUBLISHED: 2024, SOURCE: JOURNAL OF WEB SEMANTICS, VOLUME: 81
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID
7
TITLE: More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation
AUTHORS: Matías Molina; Bruno Veloso ; Carlos Abreu Ferreira ; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2024, SOURCE: ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
8
TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Molina, Matias ; Ribeiro, Rita P. ; Veloso, Bruno ; Carna, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
9
TITLE: Towards Evaluation of Explainable Artificial Intelligence in Streaming Data
AUTHORS: Mozolewski, Maciej; Bobek, Szymon; Ribeiro, Rita P. ; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLISHED: 2024, SOURCE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
10
TITLE: An Online Anomaly Detection Approach for Fault Detection on Fire Alarm Systems  Full Text
AUTHORS: Tome, Emanuel Sousa; Ribeiro, Rita P. P. ; Dutra, Ines ; Rodrigues, Arlete;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 10
INDEXED IN: Scopus WOS DBLP CrossRef: 5
IN MY: ORCID | DBLP
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