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TITLE: A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set
AUTHORS: Narjes Davari ; Sepideh Pashami; Bruno Veloso ; Slawomir Nowaczyk; Yuantao Fan; Pedro Mota Pereira; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2022, SOURCE: Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings, VOLUME: 13205
INDEXED IN: Scopus DBLP CrossRef
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2
TITLE: Bank Statements to Network Features: Extracting Features Out of Time Series Using Visibility Graph
AUTHORS: Nirbhaya Shaji; João Gama ; Rita P Ribeiro ; Pedro Gomes;
PUBLISHED: 2022, SOURCE: 20th International Symposium on Intelligent Data Analysis, IDA 2022 in Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings, VOLUME: 13205
INDEXED IN: Scopus DBLP CrossRef
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3
TITLE: Combining Multiple Data Sources to Predict IUCN Conservation Status of Reptiles
AUTHORS: Nádia Soares; João F Gonçalves; Raquel Vasconcelos; Rita P Ribeiro ;
PUBLISHED: 2022, SOURCE: Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings, VOLUME: 13205
INDEXED IN: Scopus DBLP CrossRef
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4
TITLE: Data-driven Predictive Maintenance
AUTHORS: Joao Gama ; Rita P Ribeiro ; Bruno Veloso ;
PUBLISHED: 2022, SOURCE: IEEE Intelligent Systems
INDEXED IN: CrossRef
IN MY: ORCID
5
TITLE: Model Optimization in Imbalanced Regression
AUTHORS: Anibal Silva; Rita P Ribeiro ; Nuno Moniz ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.09991
INDEXED IN: DBLP
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6
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 ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17
INDEXED IN: WOS DBLP CrossRef: 3
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7
TITLE: Chebyshev approaches for imbalanced data streams regression models  Full Text
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 35, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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8
TITLE: Current Trends in Learning from Data Streams
AUTHORS: João Gama ; Bruno Veloso ; Ehsan Aminian; Rita P Ribeiro ;
PUBLISHED: 2021, SOURCE: 9th International Conference on Big Data Analytics, BDA 2021 in Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, VOLUME: 13147
INDEXED IN: Scopus DBLP CrossRef
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9
TITLE: Improving Smart Waste Collection Using AutoML
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint 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, PT II, VOLUME: 1525
INDEXED IN: Scopus WOS DBLP CrossRef
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10
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher L Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier Viger; Saqib S Nawaz; Sebastián Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita P Ribeiro ; João Gama ; Ricard Gavaldà; Lee A D Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
INDEXED IN: DBLP
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