Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 270



11
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI
AUTHORS: Rita P Ribeiro ; Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (6), VOLUME: 16018
INDEXED IN: DBLP
12
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VIII
AUTHORS: Bernhard Pfahringer; Nathalie Japkowicz; Pedro Larrañaga; Rita P Ribeiro ; Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (8), VOLUME: 16020
INDEXED IN: DBLP
13
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Inacio, Ricardo; Cerqueira, Vitor; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X, VOLUME: 16022
INDEXED IN: Scopus WOS DBLP
14
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: vitor cerqueira ; Santos, Moises; Roque, Luis; Baghoussi, Yassine; Soares, Carlos ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121
INDEXED IN: Scopus WOS DBLP
15
TITLE: Subgroup Discovery Using Model Uncertainty: A Feasibility Study
AUTHORS: Pereira, Ana Cravidao; Folgado, Duarte; Barandas, Marilia; Soares, Carlos ; Carreiro, Andre;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121
INDEXED IN: Scopus WOS DBLP CrossRef
16
TITLE: Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
AUTHORS: Roque, Luis; Cerqueira, Vitor ; Soares, Carlos; Torgo, Luis ;
PUBLISHED: 2025, SOURCE: 39th AAAI Conference on Artificial Intelligence in THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, VOLUME: 39, ISSUE: 19
INDEXED IN: Scopus WOS DBLP CrossRef: 4 Unpaywall
17
TITLE: Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 10th Conference on Machine Learning Optimization and Data Science-LOD-Annual in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2024, PT I, VOLUME: 15508
INDEXED IN: Scopus WOS DBLP CrossRef
18
TITLE: Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images
AUTHORS: Roberto, Guilherme F.; Pereira, Danilo C.; Martins, Alessandro S.; Tosta, Thaina A. A.; Soares, Carlos ; Lumini, Alessandra; Rozendo, Guilherme B.; Neves, Leandro A.; Nascimento, Marcelo Z.;
PUBLISHED: 2025, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 189
INDEXED IN: Scopus WOS DBLP
19
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: vitor cerqueira ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 27th International Conference on Discovery Science in DISCOVERY SCIENCE, DS 2024, PT I, VOLUME: 15243
INDEXED IN: Scopus WOS DBLP CrossRef: 2
20
TITLE: GASTeNv2: Generative Adversarial Stress Testing Networks with Gaussian Loss
AUTHORS: Teixeira, Catia; Gomes, Ines; Cunha, Luis; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
INDEXED IN: Scopus WOS DBLP CrossRef: 1
Page 2 of 27. Total results: 270.

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