Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 271



11
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Francisco dos Santos Viana; Bianca Valéria L Pereira; Moisés Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in 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: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
12
TITLE: Benchmarking Time Series Feature Extraction for Algorithm Selection
AUTHORS: Moisés Rocha dos Santos; Vítor Cerqueira; Carlos Soares ;
PUBLISHED: 2025, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in 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: Scopus DBLP
IN MY: DBLP
13
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: 2 Unpaywall
IN MY: DBLP
14
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
IN MY: ORCID | DBLP
15
TITLE: Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
AUTHORS: Ricardo Ribeiro Pereira; Jacopo Bono; Hugo M Ferreira; Pedro Ribeiro ; Carlos Soares ; Pedro Bizarro;
PUBLISHED: 2025, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 in Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX, VOLUME: 16021
INDEXED IN: Scopus DBLP
IN MY: DBLP
16
TITLE: Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images  Full Text
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
IN MY: DBLP
17
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Cerqueira, Vitor ; 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
IN MY: ORCID | DBLP
18
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
IN MY: ORCID | DBLP
19
TITLE: Generating Large Semi-Synthetic Graphs of Any Size
AUTHORS: Rodrigo Tuna; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2507.02166
INDEXED IN: DBLP
IN MY: DBLP
20
TITLE: Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data
AUTHORS: Cátia Teixeira; Inês Gomes; Carlos Soares ; Jan N van Rijn;
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
Page 2 of 28. Total results: 271.

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