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Vítor Manuel Araújo Cerqueira
AuthID:
R-00F-R0R
Publicações
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Document Source:
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Document Type:
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Proceedings Paper (15)
Article (9)
Article in Press (3)
Unpublished (2)
Year Start - End:
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
-
2024
2023
2022
2021
2020
2019
2018
2017
2016
2015
Order:
Year Dsc
Year Asc
Cit. WOS Dsc
IF WOS Dsc
Cit. Scopus Dsc
IF Scopus Dsc
Title Asc
Title Dsc
Results:
10
20
30
40
50
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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