Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 233



11
TITLE: On-the-fly Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira; Moisés Rocha dos Santos; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16918
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: 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
13
TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: João Lucas Martins; João Bravo; Ana Sofia Gomes; Carlos Soares ; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.12989
INDEXED IN: DBLP
IN MY: DBLP
14
TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: Lucas Martins; João Bravo; Ana Sofia Gomes; Carlos Soares ; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: 8th International Joint Conference on Rules and Reasoning, RuleML+RR 2024 in Rules and Reasoning - 8th International Joint Conference, RuleML+RR 2024, Bucharest, Romania, September 16-18, 2024, Proceedings, VOLUME: 15183
INDEXED IN: Scopus DBLP
15
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
16
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
17
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
18
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
19
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
20
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
Page 2 of 24. Total results: 233.

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