Vitor Cerqueira


AuthID: R-00F-R0R

Confirmed Publications: 45



31
TITLE: Constructive Aggregation and Its Application to Forecasting with Dynamic Ensembles
AUTHORS: Cerqueira, V ; 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 | DBLP | CIÊNCIAVITAE
32
TITLE: Ensembles for Time Series Forecasting
AUTHORS: Vítor Cerqueira ;
PUBLISHED: 2019
INDEXED IN: DBLP
IN MY: ORCID | DBLP
33
TITLE: Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Carlos Soares ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Discovery Science, DS 2019 in Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings, VOLUME: 11828
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID | DBLP | CIÊNCIAVITAE
34
TITLE: How to evaluate sentiment classifiers for Twitter time-ordered data? PDF  Full Text
AUTHORS: Igor Mozetic; Luis Torgo ; Vitor Cerqueira ; Jasmina Smailovic;
PUBLISHED: 2018, SOURCE: PLOS ONE, VOLUME: 13, ISSUE: 3
INDEXED IN: Scopus WOS DBLP arXiv CrossRef: 22
IN MY: ORCID | DBLP | CIÊNCIAVITAE
35
TITLE: On Evaluating Floating Car Data Quality for Knowledge Discovery
AUTHORS: Vitor Cerqueira ; Luis Moreira Matias; Jihed Khiari; Hans van Lint;
PUBLISHED: 2018, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 19, ISSUE: 11
INDEXED IN: WOS DBLP CrossRef: 11
IN MY: ORCID | DBLP | CIÊNCIAVITAE
36
TITLE: SMOTEBoost for Regression: Improving the Prediction of Extreme Values
AUTHORS: Nuno Moniz ; Rita P Ribeiro ; Vitor Cerqueira ; Nitesh Chawla;
PUBLISHED: 2018, SOURCE: 5th IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA) in 2018 IEEE 5TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef: 21
IN MY: ORCID | DBLP | CIÊNCIAVITAE
37
TITLE: A Comparative Study of Performance Estimation Methods for Time Series Forecasting
AUTHORS: Cerqueira, V ; Torgo, L ; Smailovic, J; Mozetic, I;
PUBLISHED: 2017, SOURCE: 4th IEEE / ACM / ASA International Conference on Data Science and Advanced Analytics (DSAA) in 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), VOLUME: 2018-January
INDEXED IN: Scopus WOS DBLP CrossRef: 29
IN MY: ORCID | DBLP | CIÊNCIAVITAE
38
TITLE: Arbitrated Ensemble for Solar Radiation Forecasting
AUTHORS: Vitor Cerqueira ; Luis Torgo ; Carlos Soares ;
PUBLISHED: 2017, SOURCE: 14th International Work-Conference on Artificial Neural Networks (IWANN) in ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I, VOLUME: 10305
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID | DBLP | CIÊNCIAVITAE
39
TITLE: Arbitrated Ensemble for Time Series Forecasting
AUTHORS: Vitor Cerqueira ; Luis Torgo ; Faboi Pinto; Carlos Soares ;
PUBLISHED: 2017, 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 2017, PT II, VOLUME: 10535
INDEXED IN: Scopus WOS DBLP CrossRef: 50
IN MY: ORCID | DBLP | CIÊNCIAVITAE
40
TITLE: autoBagging: Learning to Rank Bagging Workflows with Metalearning PDF
AUTHORS: Fábio Pinto; Vítor Cerqueira ; Carlos Soares ; João Mendes Moreira ;
PUBLISHED: 2017, SOURCE: 2017 International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, AutoML 2017 in Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017., VOLUME: 1998
INDEXED IN: Scopus DBLP
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 4 of 5. Total results: 45.

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