João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 520



71
TITLE: Forecasting conditional extreme quantiles for wind energy  Full Text
AUTHORS: Carla Goncalves ; Laura Cavalcante; Margarida Brito ; Ricardo J Bessa ; Joao Gama ;
PUBLISHED: 2021, SOURCE: ELECTRIC POWER SYSTEMS RESEARCH, VOLUME: 190
INDEXED IN: Scopus WOS CrossRef: 13
IN MY: ORCID
72
TITLE: Forecasting Financial Market Structure from Network Features using Machine Learning PDF
AUTHORS: Douglas Castilho; Tharsis T P Souza; Soong Moon Kang; João Gama ; André C P L F de Carvalho;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2110.11751
INDEXED IN: DBLP arXiv
IN MY: ORCID | DBLP
73
TITLE: Generalised Partial Association in Causal Rules Discovery
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos ; Gama, Joao ; Pinto, Alberto ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
74
TITLE: How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2101.08758
INDEXED IN: DBLP
IN MY: ORCID | DBLP
75
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations
AUTHORS: Sérgio M Jesus; Catarina Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: 4th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021 in FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021
INDEXED IN: Scopus DBLP CrossRef: 45
IN MY: ORCID | DBLP
76
TITLE: Hyper-parameter Optimization for Latent Spaces
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, 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 2021: RESEARCH TRACK, PT III, VOLUME: 12977
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
77
TITLE: Hyperparameter self-tuning for data streams  Full Text
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID | DBLP
78
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
IN MY: ORCID | DBLP
79
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
IN MY: ORCID | DBLP
80
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 II
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 (2), VOLUME: 1525
INDEXED IN: DBLP
IN MY: ORCID | DBLP
Página 8 de 52. Total de resultados: 520.

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