11
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
12
TITLE: Discovery Science. 26th International Conference, DS 2023, Porto, Portugal, October 9–11, 2023, Proceedings
AUTHORS: Albert Bifet; Ana Carolina Lorena; Rita P Ribeiro ; João Gama; Pedro H Abreu;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science
INDEXED IN: CrossRef
IN MY: ORCID
13
TITLE: Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings
AUTHORS: Albert Bifet; Ana Carolina Lorena; Rita P Ribeiro ; João Gama ; Pedro H Abreu ;
PUBLISHED: 2023, SOURCE: DS, VOLUME: 14276
INDEXED IN: DBLP
IN MY: DBLP
14
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: DBLP
15
TITLE: Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data
AUTHORS: Salles, Rodrigo; Mendes, Jerome; 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 I, VOLUME: 1752
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID | DBLP
16
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: 2
IN MY: ORCID | DBLP
17
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I
AUTHORS: Irena Koprinska; Paolo Mignone; Riccardo Guidotti; Szymon Jaroszewicz; Holger Fröning; Francesco Gullo; Pedro M Ferreira; Damian Roqueiro; Gaia Ceddia; Slawomir Nowaczyk; João Gama; Rita Ribeiro ; Ricard Gavaldà; Elio Masciari; Zbigniew Ras; Ettore Ritacco; Francesca Naretto; Andreas Theissler; Przemyslaw Biecek; Wouter Verbeke; Gregor Schiele; Franz Pernkopf; Michaela Blott; Ilaria Bordino; Ivan Luciano Danesi; Giovanni Ponti; Lorenzo Severini; Annalisa Appice; Giuseppina Andresini; Ibéria Medeiros; Guilherme Graça; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Diego Saldana; Konstantinos Sechidis; Arif Canakoglu; Sara Pido; Pietro Pinoli; Albert Bifet; Sepideh Pashami; ...More
PUBLISHED: 2023, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef: 2
IN MY: ORCID
18
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II
AUTHORS: Irena Koprinska; Paolo Mignone; Riccardo Guidotti; Szymon Jaroszewicz; Holger Fröning; Francesco Gullo; Pedro M Ferreira; Damian Roqueiro; Gaia Ceddia; Slawomir Nowaczyk; João Gama; Rita Ribeiro ; Ricard Gavaldà; Elio Masciari; Zbigniew Ras; Ettore Ritacco; Francesca Naretto; Andreas Theissler; Przemyslaw Biecek; Wouter Verbeke; Gregor Schiele; Franz Pernkopf; Michaela Blott; Ilaria Bordino; Ivan Luciano Danesi; Giovanni Ponti; Lorenzo Severini; Annalisa Appice; Giuseppina Andresini; Ibéria Medeiros; Guilherme Graça; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Diego Saldana; Konstantinos Sechidis; Arif Canakoglu; Sara Pido; Pietro Pinoli; Albert Bifet; Sepideh Pashami; ...More
PUBLISHED: 2023, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef: 1
IN MY: ORCID
19
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I
AUTHORS: Irena Koprinska; Paolo Mignone; Riccardo Guidotti; Szymon Jaroszewicz; Holger Fröning; Francesco Gullo; Pedro M Ferreira; Damian Roqueiro; Gaia Ceddia; Slawomir Nowaczyk; João Gama ; Rita P Ribeiro ; Ricard Gavaldà; Elio Masciari; Zbigniew W Ras; Ettore Ritacco; Francesca Naretto; Andreas Theissler; Przemyslaw Biecek; Wouter Verbeke; Gregor Schiele; Franz Pernkopf; Michaela Blott; Ilaria Bordino; Ivan Luciano Danesi; Giovanni Ponti; Lorenzo Severini; Annalisa Appice; Giuseppina Andresini; Ibéria Medeiros; Guilherme Graça; Lee A D Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Diego Saldana Miranda; Konstantinos Sechidis; Arif Canakoglu; Sara Pidò; Pietro Pinoli; Albert Bifet; Sepideh Pashami; ...More
PUBLISHED: 2023, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1752
INDEXED IN: DBLP
IN MY: ORCID | DBLP
20
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II
AUTHORS: Irena Koprinska; Paolo Mignone; Riccardo Guidotti; Szymon Jaroszewicz; Holger Fröning; Francesco Gullo; Pedro M Ferreira; Damian Roqueiro; Gaia Ceddia; Slawomir Nowaczyk; João Gama ; Rita P Ribeiro ; Ricard Gavaldà; Elio Masciari; Zbigniew W Ras; Ettore Ritacco; Francesca Naretto; Andreas Theissler; Przemyslaw Biecek; Wouter Verbeke; Gregor Schiele; Franz Pernkopf; Michaela Blott; Ilaria Bordino; Ivan Luciano Danesi; Giovanni Ponti; Lorenzo Severini; Annalisa Appice; Giuseppina Andresini; Ibéria Medeiros; Guilherme Graça; Lee A D Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Diego Saldana Miranda; Konstantinos Sechidis; Arif Canakoglu; Sara Pidò; Pietro Pinoli; Albert Bifet; Sepideh Pashami; ...More
PUBLISHED: 2023, SOURCE: PKDD/ECML Workshops (2), VOLUME: 1753
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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