Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 271



21
TITLE: Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data
AUTHORS: Teixeira, Cala; Gomes, Ines; Soares, Carlos ; van Rijn, Jan N.;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090
INDEXED IN: Scopus WOS DBLP CrossRef
22
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; vitor cerqueira ; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
23
TITLE: Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation  Full Text
AUTHORS: Inacio, Ricardo ; vitor cerqueira ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 11
INDEXED IN: Scopus WOS DBLP CrossRef
24
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Soares, Carlos ; Azevedo, Paulo J. ; vitor cerqueira ; Torgor, Luis ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science-DS in DISCOVERY SCIENCE, DS 2025, VOLUME: 16090
INDEXED IN: Scopus WOS DBLP CrossRef
25
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; vitor cerqueira ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID
26
TITLE: METAFORE: algorithm selection for decomposition-based forecasting combinations
AUTHORS: Santos, Moises; de Carvalho, Andre; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 3
INDEXED IN: Scopus WOS DBLP
27
TITLE: Modelradar: aspect-based forecast evaluation  Full Text
AUTHORS: vitor cerqueira ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
INDEXED IN: Scopus WOS DBLP
28
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: vitor cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in EPIA (1), VOLUME: 16121 LNAI
INDEXED IN: Scopus DBLP
29
TITLE: PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
AUTHORS: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134
INDEXED IN: Scopus WOS DBLP CrossRef
30
TITLE: Reducing algorithm configuration spaces for efficient search
AUTHORS: Freitas, Fernando; Brazdil, Pavel ; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 5
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
Page 3 of 28. Total results: 271.

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