21
TITLE: Data-driven predictive maintenance framework for railway systems  Full Text
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
IN MY: ORCID | DBLP
22
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
23
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
24
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
25
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: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part V, VOLUME: 14077
INDEXED IN: Scopus DBLP CrossRef: 3
IN MY: ORCID | DBLP
26
TITLE: MetroPT-3 Dataset
AUTHORS: Narjes Davari; Bruno Veloso ; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2023
INDEXED IN: DBLP
IN MY: ORCID | DBLP
27
TITLE: Modeling Events and Interactions through Temporal Processes - A Survey
AUTHORS: Angelica Liguori; Luciano Caroprese; Marco Minici; Bruno Veloso ; Francesco Spinnato; Mirco Nanni; Giuseppe Manco; João Gama ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2303.06067
INDEXED IN: DBLP
IN MY: ORCID | DBLP
28
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: 3
29
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: 4 Unpaywall
30
TITLE: Towards adaptive and transparent tourism recommendations: A survey  Full Text
AUTHORS: Leal, Fatima ; Veloso, Bruno ; Malheiro, Benedita ; Burguillo, Juan C.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 1 Unpaywall
IN MY: ORCID | DBLP
Page 3 of 9. Total results: 89.