Vítor Manuel Araújo Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 29



1
TITLE: Automated imbalanced classification via layered learning
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Paula Branco; Colin Bellinger;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 6
INDEXED IN: DBLP
IN MY: ORCID | DBLP
2
TITLE: Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
3
TITLE: Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 55, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
4
TITLE: STUDD: a student-teacher method for unsupervised concept drift detection
AUTHORS: Vítor Cerqueira ; Heitor Murilo Gomes; Albert Bifet; Luís Torgo ;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 11
INDEXED IN: DBLP
IN MY: ORCID | DBLP
5
TITLE: A case study comparing machine learning with statistical methods for time series forecasting: size matters  Full Text
AUTHORS: Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, VOLUME: 59, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 10
IN MY: ORCID | DBLP
6
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
7
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
8
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: 5
IN MY: ORCID | DBLP
9
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
10
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
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