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TITLE: A Survey on Data-Driven Predictive Maintenance for the Railway Industry  Full Text
AUTHORS: Davari, N; Veloso, B ; Costa, GD; Pereira, PM; Ribeiro, RP ; Gama, J ;
TYPE: Review, PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17
INDEXED IN: WOS DBLP CrossRef
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TITLE: Chebyshev approaches for imbalanced data streams regression models  Full Text
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
TYPE: Article in Press, PUBLISHED: 2021, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 35, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef
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3
TITLE: Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry
AUTHORS: Narjes Davari; Bruno Veloso; Rita P Ribeiro ; Pedro Mota Pereira; João Gama ;
TYPE: Proceedings Paper, PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: A Study on Imbalanced Data Streams
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
TYPE: Proceedings Paper, PUBLISHED: 2020, 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, ECML PKDD 2019, PT II, VOLUME: 1168
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings
AUTHORS: Irena Koprinska; Michael Kamp; Annalisa Appice; Corrado Loglisci; Luiza Antonie; Albrecht Zimmermann; Riccardo Guidotti; Özlem Özgöbek; Rita P Ribeiro ; Ricard Gavaldà; João Gama; Linara Adilova; Yamuna Krishnamurthy; Pedro M Ferreira; Donato Malerba; Ibéria Medeiros; Michelangelo Ceci; Giuseppe Manco; Elio Masciari; Zbigniew W Ras; Peter Christen; Eirini Ntoutsi; Erich Schubert; Arthur Zimek; Anna Monreale; Przemyslaw Biecek; Salvatore Rinzivillo; Benjamin Kille; Andreas Lommatzsch; Jon Atle Gulla; ...More
TYPE: Proceedings, PUBLISHED: 2020, SOURCE: PKDD/ECML Workshops, VOLUME: 1323
INDEXED IN: DBLP
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TITLE: Failure Detection of an Air Production Unit in Operational Context
AUTHORS: Mariana Barros; Bruno Veloso ; Pedro Mota Pereira; Rita P Ribeiro ; João Gama ;
TYPE: Proceedings Paper, PUBLISHED: 2020, SOURCE: 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 in IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers, VOLUME: 1325
INDEXED IN: Scopus DBLP CrossRef
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TITLE: Imbalanced regression and extreme value prediction  Full Text
AUTHORS: Rita P Ribeiro ; Nuno Moniz ;
TYPE: Article, PUBLISHED: 2020, SOURCE: MACHINE LEARNING, VOLUME: 109, ISSUE: 9-10
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TITLE: Using Property-Based Testing to Generate Feedback for C Programming Exercises
AUTHORS: Pedro B Vasconcelos ; Rita P Ribeiro ;
TYPE: Proceedings Paper, PUBLISHED: 2020, SOURCE: 1st International Computer Programming Education Conference, ICPEC 2020 in First International Computer Programming Education Conference, ICPEC 2020, June 25-26, 2020, ESMAD, Vila do Conde, Portugal (Virtual Conference)., VOLUME: 81
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TITLE: Anomaly Detection in Sequential Data: Principles and Case Studies
AUTHORS: Thiago Andrade ; João Gama ; Rita P Ribeiro ; Wesllen Sousa; André Carvalho;
TYPE: Book Chapter, PUBLISHED: 2019, SOURCE: Wiley Encyclopedia of Electrical and Electronics Engineering
INDEXED IN: CrossRef: 3
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TITLE: ECML PKDD 2018 Workshops - DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers
AUTHORS: Anna Monreale; Carlos Alzate; Michael Kamp; Yamuna Krishnamurthy; Daniel Paurat; Moamar Sayed Mouchaweh; Albert Bifet; João Gama ; Rita P Ribeiro ;
TYPE: Proceedings, PUBLISHED: 2019, SOURCE: DMLE/IOTSTREAMING@PKDD/ECML, VOLUME: 967
INDEXED IN: DBLP
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