João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 583



131
TITLE: Current Trends in Learning from Data Streams
AUTHORS: Gama, J ; Veloso, B ; Aminian, E ; Ribeiro, RP ;
PUBLISHED: 2021, SOURCE: 9TH INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS, BDA 2021, VOLUME: 13147
INDEXED IN: Scopus WOS DBLP CrossRef
132
TITLE: Data stream analysis: Foundations, major tasks and tools
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 11, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 76
133
TITLE: Dynamic Topic Modeling Using Social Network Analytics
AUTHORS: Tabassum, Shazia ; Gama, Joao ; Azevedo, Paulo; Teixeira, Luis; Martins, Carlos; Martins, Andre;
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: 2
134
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: 22
IN MY: ORCID | CIÊNCIAVITAE
135
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
136
TITLE: How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. An Application-grounded Evaluation of Post-hoc Explanations PDF
AUTHORS: Sérgio M Jesus; Catarina G Belém; Vladimir Balayan; João Bento; Pedro Saleiro; Pedro Bizarro ; João Gama ;
PUBLISHED: 2021, SOURCE: FAccT
INDEXED IN: Scopus DBLP arXiv CrossRef: 79
137
TITLE: Hyper-parameter Optimization for Latent Spaces
AUTHORS: Veloso, B ; Caroprese, L; König, 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: 2
138
TITLE: Hyperparameter self-tuning for data streams
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; Vinagre, J ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76
INDEXED IN: Scopus WOS DBLP CrossRef: 39
139
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: 1
140
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 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
Page 14 of 59. Total results: 583.

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