Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 271



21
TITLE: L-GTA: Latent Generative Modeling for Time Series Augmentation
AUTHORS: Luis Roque; Carlos Soares ; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.23615
INDEXED IN: DBLP
IN MY: DBLP
22
TITLE: Mast: interpretable stress testing via meta-learning for forecasting model robustness evaluation
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Mach. Learn., VOLUME: 114, ISSUE: 11
INDEXED IN: DBLP
IN MY: DBLP
23
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part X, VOLUME: 16022
INDEXED IN: DBLP
IN MY: DBLP
24
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Carlos Soares ; Paulo J Azevedo; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science, DS 2025 in Discovery Science - 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23-25, 2025, Proceedings, VOLUME: 16090
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
25
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; 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 | DBLP
26
TITLE: Modelradar: aspect-based forecast evaluation  Full Text
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
27
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121
INDEXED IN: DBLP
IN MY: DBLP
28
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
IN MY: DBLP
29
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 | DBLP
30
TITLE: Simulating Biases for Interpretable Fairness in Offline and Online Classifiers
AUTHORS: Ricardo Inácio ; Zafeiris Kokkinogenis; Vítor Cerqueira; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.10154
INDEXED IN: DBLP DataCite
IN MY: DBLP
Page 3 of 28. Total results: 271.

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