Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 45



21
TITLE: Exceedance Probability Forecasting via Regression for Significant Wave Height Forecasting
AUTHORS: Vítor Cerqueira ; Luís Torgo ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.09821
INDEXED IN: DBLP
IN MY: ORCID | DBLP | CIÊNCIAVITAE
22
TITLE: AutoFITS: Automatic Feature Engineering for Irregular Time Series
AUTHORS: Pedro Costa; Vítor Cerqueira ; João Vinagre ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2112.14806
INDEXED IN: DBLP
IN MY: ORCID | DBLP | CIÊNCIAVITAE
23
TITLE: Automated imbalanced classification via meta-learning  Full Text
AUTHORS: Moniz, N ; Cerqueira, V ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 178
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID | DBLP | CIÊNCIAVITAE
24
TITLE: Empirical Study on the Impact of Different Sets of Parameters of Gradient Boosting Algorithms for Time-Series Forecasting with LightGBM
AUTHORS: Filipa S. Barros ; Vítor Cerqueira ; Carlos Soares ;
PUBLISHED: 2021, SOURCE: 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021 in PRICAI 2021: Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part I, VOLUME: 13031
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP | CIÊNCIAVITAE
25
TITLE: Forecasting hotel demand for revenue management using machine learning regression methods
AUTHORS: Pereira, LN ; Cerqueira, V ;
PUBLISHED: 2021, SOURCE: CURRENT ISSUES IN TOURISM, VOLUME: 25, ISSUE: 17
INDEXED IN: Scopus WOS CrossRef: 37
IN MY: ORCID | CIÊNCIAVITAE
26
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 | CIÊNCIAVITAE
27
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 | CIÊNCIAVITAE
28
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: 195
IN MY: ORCID | DBLP | CIÊNCIAVITAE
29
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: 10
IN MY: ORCID | DBLP | CIÊNCIAVITAE
30
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: 27
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 3 of 5. Total results: 45.

footer slogan

Useful Links

Get Help

© 2025 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service