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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
IN MY: ORCID | DBLP
12
TITLE: Data stream analysis: Foundations, major tasks and tools  Full Text
AUTHORS: Bahri, M; Bifet, A; Gama, J ; Gomes, HM; Maniu, S;
PUBLISHED: 2021, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID
13
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 CrossRef: 1
IN MY: ORCID
14
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: 3
IN MY: ORCID
15
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
IN MY: ORCID | DBLP
16
TITLE: Hyperparameter self-tuning for data streams  Full Text
AUTHORS: Veloso, B ; Gama, J ; Malheiro, B ; João Vinagre ;
PUBLISHED: 2021, SOURCE: INFORMATION FUSION, VOLUME: 76
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
17
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
18
TITLE: Modelling Voting Behaviour During a General Election Campaign Using Dynamic Bayesian Networks
AUTHORS: Costa, Patricio; Nogueira, Ana Rita ; Gama, Joao ;
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
IN MY: ORCID | DBLP
19
TITLE: Multi-aspect renewable energy forecasting  Full Text
AUTHORS: Corizzo, R; Ceci, M; Fanaee T, H; Gama, J ;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 546
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID | DBLP
20
TITLE: Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry
AUTHORS: Davari, Narjes; Veloso, Bruno ; Ribeiro, Rita P. ; Pereira, Pedro Mota; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
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