Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 230



11
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Luis Roque; Carlos Soares ; Luís Torgo;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 in 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: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
12
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
IN MY: ORCID | DBLP
13
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
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14
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
15
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
16
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
17
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
18
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
19
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
20
TITLE: GASTeN: Generative Adversarial Stress Test Networks
AUTHORS: Cunha, Luis; Soares, Carlos ; André Restivo ; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 21st International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXI, IDA 2023, VOLUME: 13876
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
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