Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 231



11
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Luis Roque; Carlos Soares ; Luís Torgo;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.03399
INDEXED IN: DBLP
IN MY: DBLP
12
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Luis Roque; Carlos Soares ; Luís Torgo;
PUBLISHED: 2024, SOURCE: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, VOLUME: 25
INDEXED IN: DBLP CrossRef
13
TITLE: Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM)
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo;
PUBLISHED: 2024, SOURCE: 27th International Symposium on Methodologies for Intelligent Systems (ISMIS) in FOUNDATIONS OF INTELLIGENT SYSTEMS, ISMIS 2024, VOLUME: 14670
INDEXED IN: Scopus WOS DBLP CrossRef
14
TITLE: Symbolic Data Analysis to Improve Completeness of Model Combination Methods
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
15
TITLE: Systematic Analysis of the Impact of Label Noise Correction on ML Fairness
AUTHORS: Oliveira e Silva, Ines; Soares, Carlos ; Sousa, Ines; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472
INDEXED IN: Scopus WOS DBLP
IN MY: ORCID | DBLP
16
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.18537
INDEXED IN: DBLP
IN MY: DBLP
17
TITLE: VEST: automatic feature engineering for forecasting  Full Text
AUTHORS: Cerqueira, V ; Moniz, N ; Soares, C ;
PUBLISHED: 2024, SOURCE: MACHINE LEARNING, VOLUME: 113, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 9
IN MY: ORCID | DBLP
18
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
19
TITLE: Exploring the Reduction of Configuration Spaces of Workflows
AUTHORS: Fernando Freitas; Pavel Brazdil ; Carlos Soares ;
PUBLISHED: 2023, SOURCE: 26th International Conference on Discovery Science, DS 2023 in Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings, VOLUME: 14276
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
20
TITLE: Federated Learning for Computer-Aided Diagnosis of Glaucoma Using Retinal Fundus Images
AUTHORS: Baptista, Telmo; Soares, Carlos ; Oliveira, Tiago; Soares, Filipe;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 21
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
Page 2 of 24. Total results: 231.

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