Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 252



1
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Francisco Dos Santos Viana; Bianca Valéria Lopes Pereira; Moises Santos; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI
INDEXED IN: Scopus CrossRef
2
TITLE: Subgroup Discovery Using Model Uncertainty: A Feasibility Study
AUTHORS: Ana Cravidão Pereira; Duarte Folgado; Marília Barandas; Carlos Soares ; André Carreiro;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Artificial Intelligence, EPIA 2025, in Lecture Notes in Computer Science, VOLUME: 16121 LNAI
INDEXED IN: Scopus CrossRef
3
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 Unpaywall
IN MY: DBLP
4
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
5
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
6
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
IN MY: ORCID | DBLP
7
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
IN MY: ORCID | DBLP
8
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
9
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
10
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
IN MY: ORCID | DBLP
Page 1 of 26. Total results: 252.

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