Carlos Manuel Milheiro de Oliveira Pinto Soares


AuthID: R-000-3C7

Confirmed Publications: 270



1
TITLE: A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks
AUTHORS: Viana, Francisco dos Santos; Lopes Pereira, Bianca Valeria; Santos, Moises; Soares, Carlos ; Neto, Areolino de Almeida;
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
2
TITLE: Benchmarking Time Series Feature Extraction for Algorithm Selection
AUTHORS: Santos, Moises; Cerqueira, Vitor; 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
3
TITLE: Classification of Phonetic Syllables Using Stacked Autoencoder and Characterization via Centroid
AUTHORS: Francisco dos Santos Viana; Carlos Eduardo Nascimento Cajado; Samuel Magalhes Pereira; Alexandre César Muniz de Oliveira; Carlos Soares ; Areolino de Almeida Neto;
PUBLISHED: 2026, SOURCE: ICAIIC
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ferreira, Hugo; Ribeiro, Pedro ; Soares, Carlos ; Bizarro, Pedro;
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, ECML PKDD 2025, PT IX, VOLUME: 16021
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: DBLP
5
TITLE: Exploring Transformer Placement in Variational Autoencoders for Tabular Data Generation
AUTHORS: Aníbal Silva; Moisés Santos; André Restivo; Carlos Soares ;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2601.20854
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: Grasynda: Graph-based Synthetic Time Series Generation
AUTHORS: Luis Amorim; Moisés Santos; Paulo J Azevedo; Carlos Soares ; vitor cerqueira;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2601.19668
INDEXED IN: DBLP
IN MY: DBLP
7
TITLE: 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
AUTHORS: Inês Dutra ; Mykola Pechenizkiy; Paulo Cortez; Sepideh Pashami; Arian Pasquali; Nuno Moniz ; Alípio M Jorge ; Carlos Soares ; Pedro H Abreu; João Gama ;
PUBLISHED: 2026, SOURCE: ECML/PKDD (10), VOLUME: 16022
INDEXED IN: DBLP
8
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part I
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 (1), VOLUME: 16013
INDEXED IN: DBLP
9
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part II
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 (2), VOLUME: 16014
INDEXED IN: DBLP
10
TITLE: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IV
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 (4), VOLUME: 16016
INDEXED IN: DBLP
Page 1 of 27. Total results: 270.

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