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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: César Andrade; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2024, SOURCE: 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024 in Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings, VOLUME: 14640
INDEXED IN: Scopus DBLP CrossRef
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
6
TITLE: From fault detection to anomaly explanation: A case study on predictive maintenance  Full Text
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
7
TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Matías Molina ; Rita P Ribeiro ; Bruno Veloso ; João Gama ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis, IDA 2024 in Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I, VOLUME: 14641
INDEXED IN: Scopus DBLP CrossRef
8
TITLE: Towards Evaluation of Explainable Artificial Intelligence in Streaming Data
AUTHORS: Maciej Mozolewski; Szymon Bobek; Rita P Ribeiro ; Grzegorz J Nalepa; João Gama;
PUBLISHED: 2024, SOURCE: Communications in Computer and Information Science - Explainable Artificial Intelligence
INDEXED IN: CrossRef
IN MY: ORCID
9
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: 2
IN MY: ORCID | DBLP
10
TITLE: An Online Data-Driven Predictive Maintenance Approach for Railway Switches
AUTHORS: Tome, Emanuel Sousa; Ribeiro, Rita P. ; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II, VOLUME: 1753
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
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