Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 51



31
32
TITLE: Layered Learning for Acute Hypotensive Episode Prediction in the ICU: An Alternative Approach
AUTHORS: Ribeiro, Bruno; vitor cerqueira ; 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 | CIÊNCIAVITAE
33
TITLE: Model Compression for Dynamic Forecast Combination
AUTHORS: vitor cerqueira ; Luís Torgo ; Carlos Soares ; Albert Bifet;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2104.01830
INDEXED IN: DBLP
IN MY: ORCID
34
TITLE: Evaluating time series forecasting models: an empirical study on performance estimation methods  Full Text
AUTHORS: vitor cerqueira ; Torgo, L ; Mozetic, I;
PUBLISHED: 2020, SOURCE: MACHINE LEARNING, VOLUME: 109, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 286
IN MY: ORCID
35
TITLE: Unsupervised Concept Drift Detection Using a Student-Teacher Approach
AUTHORS: vitor cerqueira ; Heitor Murilo Gomes; Albert Bifet;
PUBLISHED: 2020, SOURCE: DS, VOLUME: 12323 LNAI
INDEXED IN: Scopus DBLP CrossRef: 12
IN MY: ORCID
36
TITLE: Arbitrage of forecasting experts  Full Text
AUTHORS: vitor cerqueira ; Torgo, L ; Pinto, F; Soares, C ;
PUBLISHED: 2019, SOURCE: MACHINE LEARNING, VOLUME: 108, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 33
IN MY: ORCID
37
TITLE: Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles
AUTHORS: vitor cerqueira ; 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: 3
IN MY: ORCID
38
TITLE: Ensembles for Time Series Forecasting
AUTHORS: vitor cerqueira ;
PUBLISHED: 2019
INDEXED IN: DBLP
IN MY: ORCID | DBLP
39
TITLE: Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes
AUTHORS: vitor cerqueira ; Luís Torgo ; Carlos Soares ;
PUBLISHED: 2019, SOURCE: DS, VOLUME: 11828 LNAI
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID
40
TITLE: How to evaluate sentiment classifiers for Twitter time-ordered data?  Full Text
AUTHORS: Mozetic, I; Torgo, L ; vitor cerqueira ; Smailovic, J;
PUBLISHED: 2018, SOURCE: PLOS ONE, VOLUME: 13, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID
Page 4 of 6. Total results: 51.

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