41
TITLE: Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation
AUTHORS: Moisés Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2024, SOURCE: AEQUITAS@ECAI, VOLUME: 3808
INDEXED IN: Scopus DBLP
42
TITLE: Fair-OBNC: Correcting Label Noise for Fairer Datasets
AUTHORS: Oliveira e Silva, Ines; Jesus, Sergio; Ferreira, Hugo; Saleiro, Pedro; Sousa, Ines; Bizarro, Pedro; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence-ECAI-Biennial in ECAI 2024, VOLUME: 392
INDEXED IN: Scopus WOS DBLP
43
TITLE: Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary
AUTHORS: Inês Gomes; Luís F Teixeira ; Jan N van Rijn; Carlos Soares ; André Restivo ; Luís Cunha; Moisés Santos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.06302
INDEXED IN: DBLP
44
TITLE: Kernel Corrector LSTM
AUTHORS: Tuna, Rodrigo; Baghoussi, Yassine ; Soares, Carlos ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, VOLUME: 14642
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
45
TITLE: Lag Selection for Univariate Time Series Forecasting Using Deep Learning: An Empirical Study
AUTHORS: José Leites; Vítor Cerqueira ; Carlos Soares ;
PUBLISHED: 2024, SOURCE: EPIA (3), VOLUME: 14969 LNAI
INDEXED IN: Scopus DBLP CrossRef: 5
46
TITLE: Machine Learning Data Market Based on Multiagent Systems  Full Text
AUTHORS: Baghcheband, Hajar; Soares, Carlos ; Reis, Luis Paulo ;
PUBLISHED: 2024, SOURCE: IEEE INTERNET COMPUTING, VOLUME: 28, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
47
TITLE: Meta-TadGAN: Time Series Anomaly Detection Using TadGAN with Meta-features
AUTHORS: Inês Oliveira e Silva; Carlos Soares ; Vítor Cerqueira ; Arlete Rodrigues; Pedro Bastardo;
PUBLISHED: 2024, SOURCE: EPIA (3), VOLUME: 14969 LNAI
INDEXED IN: Scopus DBLP CrossRef
48
TITLE: Multidimensional subgroup discovery on event logs  Full Text
AUTHORS: Ribeiro, J. ; Fontes, T. ; Soares, C. ; Borges, J. L. ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 246
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
49
TITLE: RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms
AUTHORS: Roque, Luis; Soares, Carlos ; Torgo, Luis ;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining in PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024
INDEXED IN: Scopus WOS DBLP CrossRef: 4
IN MY: ORCID
50
TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: Martins, Lucas; Bravo, Joao; Gomes, Ana Sofia; Soares, Carlos ; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 8th International Joint Conference on Rules and Reasoning (RuleML+RR) in RULES AND REASONING, RULEML+RR 2024, VOLUME: 15183
INDEXED IN: Scopus WOS DBLP
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