Vítor Manuel Araújo Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 29



11
TITLE: Layered Learning for Acute Hypotensive Episode Prediction in the ICU: An Alternative Approach
AUTHORS: Ribeiro, Bruno; Cerqueira, Vitor ; Santos, Ricardo; Gamboa, Hugo ;
PUBLISHED: 2021, SOURCE: 9th IEEE International Conference on e-Health and Bioengineering (EHB) in 2021 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB 2021), 9TH EDITION
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
12
TITLE: Model Compression for Dynamic Forecast Combination
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Carlos Soares ; Albert Bifet;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2104.01830
INDEXED IN: DBLP
IN MY: ORCID | DBLP
13
TITLE: Evaluating time series forecasting models: an empirical study on performance estimation methods  Full Text
AUTHORS: Cerqueira, V ; Torgo, L ; Mozetic, I;
PUBLISHED: 2020, SOURCE: MACHINE LEARNING, VOLUME: 109, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 91
IN MY: ORCID | DBLP
14
TITLE: Unsupervised Concept Drift Detection Using a Student-Teacher Approach
AUTHORS: Vítor Cerqueira ; Heitor Murilo Gomes; Albert Bifet;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323
INDEXED IN: Scopus DBLP CrossRef: 5
IN MY: ORCID | DBLP
15
TITLE: Arbitrage of forecasting experts  Full Text
AUTHORS: Vitor Cerqueira ; Luis Torgo ; Falai Pinto; Carlos Soares ;
PUBLISHED: 2019, SOURCE: MACHINE LEARNING, VOLUME: 108, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 24
IN MY: ORCID | DBLP
16
TITLE: Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles
AUTHORS: Cerqueira, V ; Pinto, F; Torgo, L ; Soares, C ; Moniz, N ;
PUBLISHED: 2019, 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 2018, PT I, VOLUME: 11051
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID | DBLP
17
TITLE: Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Carlos Soares ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Discovery Science, DS 2019 in Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings, VOLUME: 11828
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID | DBLP
18
TITLE: How to evaluate sentiment classifiers for Twitter time-ordered data? PDF  Full Text
AUTHORS: Igor Mozetic; Luis Torgo ; Vitor Cerqueira ; Jasmina Smailovic;
PUBLISHED: 2018, SOURCE: PLOS ONE, VOLUME: 13, ISSUE: 3
INDEXED IN: Scopus WOS DBLP arXiv CrossRef: 18
IN MY: ORCID | DBLP
19
TITLE: On Evaluating Floating Car Data Quality for Knowledge Discovery
AUTHORS: Vitor Cerqueira ; Luis Moreira Matias; Jihed Khiari; Hans van Lint;
PUBLISHED: 2018, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 19, ISSUE: 11
INDEXED IN: WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
20
TITLE: SMOTEBoost for Regression: Improving the Prediction of Extreme Values
AUTHORS: Nuno Moniz ; Rita P Ribeiro ; Vitor Cerqueira ; Nitesh Chawla;
PUBLISHED: 2018, SOURCE: 5th IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA) in 2018 IEEE 5TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef: 15
IN MY: ORCID | DBLP
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