Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 238



31
TITLE: tsMorph: generation of semi-synthetic time series to understand algorithm performance
AUTHORS: Moisés Rocha dos Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2312.01344
INDEXED IN: DBLP
IN MY: DBLP
32
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: 22
IN MY: ORCID | DBLP
33
TITLE: Density Estimation in High-Dimensional Spaces: A Multivariate Histogram Approach
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: 18th International Conference on Advanced Data Mining and Applications (ADMA) in ADVANCED DATA MINING AND APPLICATIONS, ADMA 2022, PT II, VOLUME: 13726
INDEXED IN: WOS DBLP CrossRef
IN MY: ORCID | DBLP
34
TITLE: Machine Learning Data Markets: Trading Data using a Multi-Agent System
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2022, SOURCE: IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) in 2022 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WI-IAT
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
35
TITLE: Meta-features for meta-learning  Full Text
AUTHORS: Rivolli, Adriano; Garcia, Luis P. F.; Soares, Carlos ; Vanschoren, Joaquin; de Carvalho, Andre C. P. L. F.;
PUBLISHED: 2022, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 240
INDEXED IN: Scopus WOS DBLP CrossRef: 41
IN MY: ORCID | DBLP
36
TITLE: Metalearning. Applications to Automated Machine Learning and Data Mining
AUTHORS: Pavel Brazdil ; Jan N. van Rijn; Carlos Soares ; Joaquin Vanschoren;
PUBLISHED: 2022, SOURCE: Cognitive Technologies
INDEXED IN: CrossRef: 24 Unpaywall
IN MY: ORCID
37
TITLE: On the joint-effect of class imbalance and overlap: a critical review  Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos ; Wilk, Szymon; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 55, ISSUE: 8
INDEXED IN: Scopus WOS DBLP CrossRef: 44
IN MY: ORCID | DBLP
38
TITLE: On Usefulness of Outlier Elimination in Classification Tasks
AUTHORS: Dusan Hetlerovic; Lubos Popelínský; Pavel Brazdil; Carlos Soares ; Fernando Freitas;
PUBLISHED: 2022, SOURCE: Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings, VOLUME: 13205
INDEXED IN: DBLP
IN MY: ORCID | DBLP
39
TITLE: On Usefulness of Outlier Elimination in Classification Tasks
AUTHORS: Hetlerovic, Dusan; Popelinsky, Lubos; Brazdil, Pavel ; Soares, Carlos ; Freitas, Fernando;
PUBLISHED: 2022, SOURCE: 20th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XX, IDA 2022, VOLUME: 13205
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
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