Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 238



41
TITLE: Empirical Study on the Impact of Different Sets of Parameters of Gradient Boosting Algorithms for Time-Series Forecasting with LightGBM
AUTHORS: Filipa S. Barros ; Vítor Cerqueira ; Carlos Soares ;
PUBLISHED: 2021, SOURCE: 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021 in PRICAI 2021: Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part I, VOLUME: 13031
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
42
TITLE: Inmplode: A framework to interpret multiple related rule-based models  Full Text
AUTHORS: Strecht, P ; Mendes Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS, VOLUME: 38, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 4
IN MY: ORCID | DBLP
43
TITLE: Machine Learning Informed Decision-Making with Interpreted Model's Outputs: A Field Intervention  Full Text
AUTHORS: Leid Zejnilović; Susana Lavado; Carlos Soares ; Íñigo Martínez de Rituerto De Troya; Andrew Bell; Rayid Ghani;
PUBLISHED: 2021, SOURCE: 81st Annual Meeting of the Academy of Management 2021: Bringing the Manager Back in Management, AoM 2021, VOLUME: 2021, ISSUE: 1
INDEXED IN: Scopus CrossRef: 2
IN MY: ORCID
44
TITLE: Meta-aprendizado para otimizacao de parametros de redes neurais
AUTHORS: Tarsicio Lucas; Teresa Bernarda Ludermir; Ricardo B C Prudencio; Carlos Soares ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2109.13745
INDEXED IN: DBLP
IN MY: ORCID | DBLP
45
TITLE: Micro-MetaStream: Algorithm selection for time-changing data  Full Text
AUTHORS: Rossi, ALD; Soares, C ; de Souza, BF; de Carvalho, ACPDF;
PUBLISHED: 2021, SOURCE: INFORMATION SCIENCES, VOLUME: 565
INDEXED IN: Scopus WOS DBLP CrossRef: 7
IN MY: ORCID | DBLP
46
TITLE: Model Compression for Dynamic Forecast Combination
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Carlos Soares ; Albert Bifet;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2104.01830
INDEXED IN: DBLP
IN MY: ORCID | DBLP
47
TITLE: Novelty Detection in Physical Activity
AUTHORS: Leite, B; Abdalrahman, A; Castro, J; Frade, J; Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: 13th International Conference on Agents and Artificial Intelligence (ICAART) in ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, VOLUME: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
48
TITLE: Pastprop-RNN: improved predictions of the future by correcting the past
AUTHORS: André Baptista; Yassine Baghoussi; Carlos Soares ; João Mendes Moreira ; Miguel Arantes;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2106.13881
INDEXED IN: DBLP
IN MY: ORCID | DBLP
49
TITLE: Preface
AUTHORS: Soares, C ; Torgo, L;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science, DS 2021 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12986 LNAI
INDEXED IN: Scopus CrossRef
IN MY: ORCID
50
TITLE: Promoting Fairness through Hyperparameter Optimization PDF  Full Text
AUTHORS: Cruz, Andre F.; Saleiro, Pedro; Belem, Catarina; Soares, Carlos ; Bizarro, Pedro ;
PUBLISHED: 2021, SOURCE: 21st IEEE International Conference on Data Mining (IEEE ICDM) in 2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), VOLUME: 2021-December
INDEXED IN: Scopus WOS DBLP arXiv CrossRef: 6
IN MY: ORCID | DBLP
Page 5 of 24. Total results: 238.

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