31
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: 2
IN MY: ORCID | DBLP
32
TITLE: Data-driven predictive maintenance framework for railway systems
AUTHORS: Meira, Jorge; Veloso, Bruno ; Bolon Canedo, Veronica; Marreiros, Goreti; Alonso Betanzos, Amparo; Gama, Joao ;
PUBLISHED: 2023, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 27, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 4
IN MY: ORCID | DBLP
33
TITLE: Ethical and Technological AI Risks Classification: A Human Vs Machine Approach
AUTHORS: Teixeira, Sonia ; Veloso, Bruno ; Rodrigues, Jose Coelho ; 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 I, VOLUME: 1752
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
34
TITLE: Explainable Predictive Maintenance
AUTHORS: Sepideh Pashami; Slawomir Nowaczyk; Yuantao Fan; Jakub Jakubowski; Nuno Paiva; Narjes Davari; Szymon Bobek; Samaneh Jamshidi; Hamid Sarmadi; Abdallah Alabdallah; Rita P Ribeiro ; Bruno Veloso ; Moamar Sayed Mouchaweh; Lala H Rajaoarisoa; Grzegorz J Nalepa; João Gama ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.05120
INDEXED IN: DBLP
IN MY: ORCID | DBLP
35
TITLE: Fault Forecasting Using Data-Driven Modeling: A Case Study for Metro do Porto Data Set
AUTHORS: Davari, Narjes ; Veloso, Bruno ; Ribeiro, Rita P. ; 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: 3
IN MY: ORCID | DBLP
36
TITLE: Feature Importances as a Tool for Root Cause Analysis in Time-Series Events
AUTHORS: Michal Kuk; Szymon Bobek; Bruno Veloso ; Lala H Rajaoarisoa; Grzegorz J Nalepa;
PUBLISHED: 2023, SOURCE: ICCS (5), VOLUME: 14077 LNCS
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID | DBLP
37
TITLE: MetroPT-3 Dataset
AUTHORS: Narjes Davari ; Bruno Veloso ; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2023
INDEXED IN: DBLP
IN MY: ORCID | DBLP
38
TITLE: Online Anomaly Explanation: A Case Study on Predictive Maintenance
AUTHORS: Ribeiro, Rita P. ; Mastelini, Saulo Martiello; Davari, Narjes ; Aminian, Ehsan; 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: 5
IN MY: ORCID | DBLP
39
TITLE: Predictive Maintenance, Adversarial Autoencoders and Explainability
AUTHORS: Silva, Miguel E. 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 KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII, VOLUME: 14175
INDEXED IN: Scopus WOS DBLP CrossRef: 5 Unpaywall
IN MY: ORCID | DBLP
40
TITLE: Why Industry 5.0 Needs XAI 2.0?
AUTHORS: Szymon Bobek; Slawomir Nowaczyk; João Gama ; Sepideh Pashami; Rita P Ribeiro ; Zahra Taghiyarrenani; Bruno Veloso ; Lala H Rajaoarisoa; Maciej Szelazek; Grzegorz J Nalepa;
PUBLISHED: 2023, SOURCE: xAI (Late-breaking Work, Demos, Doctoral Consortium), VOLUME: 3554
INDEXED IN: Scopus DBLP
IN MY: ORCID | DBLP
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