Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 51



21
TITLE: Early anomaly detection in time series: a hierarchical approach for predicting critical health episodes  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef: 5
IN MY: ORCID
22
TITLE: Model Selection for Time Series Forecasting An Empirical Analysis of Multiple Estimators  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2023, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 55, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID
23
TITLE: Multi-output Ensembles for Multi-step Forecasting
AUTHORS: vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2023, SOURCE: 10th International Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2025 in CoRR, VOLUME: abs/2306.14563
INDEXED IN: Scopus DBLP
24
TITLE: STUDD: a student-teacher method for unsupervised concept drift detection PDF
AUTHORS: vitor cerqueira ; Heitor Murilo Gomes; Albert Bifet; Luís Torgo ;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 11
INDEXED IN: Scopus DBLP arXiv CrossRef: 38
25
TITLE: Towards time-evolving analytics: Online learning for time-dependent evolving data streams
AUTHORS: Giacomo Ziffer; Alessio Bernardo; Emanuele Della Valle; vitor cerqueira ; Albert Bifet;
PUBLISHED: 2023, SOURCE: Data Sci., VOLUME: 6, ISSUE: 1-2
INDEXED IN: Scopus DBLP CrossRef: 7
26
TITLE: A case study comparing machine learning with statistical methods for time series forecasting: size matters  Full Text
AUTHORS: vitor cerqueira ; Torgo, Luis ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, VOLUME: 59, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 44
IN MY: ORCID
27
TITLE: Exceedance Probability Forecasting via Regression for Significant Wave Height Forecasting
AUTHORS: vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.09821
INDEXED IN: DBLP
IN MY: ORCID
28
TITLE: Forecasting hotel demand for revenue management using machine learning regression methods  Full Text
AUTHORS: Pereira, LN ; vitor cerqueira ;
PUBLISHED: 2022, SOURCE: CURRENT ISSUES IN TOURISM, VOLUME: 25, ISSUE: 17
INDEXED IN: Scopus WOS CrossRef: 53
IN MY: ORCID
29
TITLE: AutoFITS: Automatic Feature Engineering for Irregular Time Series
AUTHORS: Pedro Costa; vitor cerqueira ; João Vinagre ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2112.14806
INDEXED IN: DBLP
IN MY: ORCID
30
TITLE: Automated imbalanced classification via meta-learning  Full Text
AUTHORS: Moniz, N ; vitor cerqueira ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 178
INDEXED IN: Scopus WOS DBLP CrossRef: 27
IN MY: ORCID
Page 3 of 6. Total results: 51.

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