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TITLE: Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study
AUTHORS: Muhammad, Akilu Rilwan; Aguiar, Ana ; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: CSCN: an efficient snapshot ensemble learning based sparse transformer model for long-range spatial-temporal traffic flow prediction  Full Text
AUTHORS: Kumar, Rahul; Moreira, Joao Mendes ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 39, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
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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
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4
TITLE: KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization  Full Text
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
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TITLE: Online boxplot derived outlier detection
AUTHORS: Mazarei, Arefeh; Sousa, Ricardo ; Mendes Moreira, Joao ; Molchanov, Slavo; Ferreira, Hugo Miguel;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 19, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 11
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TITLE: Sampling approaches to reduce very frequent seasonal time series  Full Text
AUTHORS: Baldo, Afonso; Ferreira, Paulo J. S.; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 1 Unpaywall
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TITLE: Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey
AUTHORS: Kumar, Rahul; Bhanu, Manish; Mendes moreira, Joao ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef: 3 Unpaywall
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TITLE: Survey on machine learning applied to CNC milling processes
AUTHORS: Pasandidehpoor, Mohammad; Nogueira, Ana Rita; Mendes Moreira, Joao ; Sousa, Ricardo;
PUBLISHED: 2025, SOURCE: ADVANCES IN MANUFACTURING
INDEXED IN: Scopus WOS CrossRef
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TITLE: A Fast and Energy-Efficient Method for Online and Incremental Pareto-Front Update
AUTHORS: Paulo J S Ferreira; João Mendes Moreira ; João M P Cardoso ;
PUBLISHED: 2024, SOURCE: 10th IEEE World Forum on Internet of Things, WF-IoT 2024 in 10th IEEE World Forum on Internet of Things, WF-IoT 2024, Ottawa, ON, Canada, November 10-13, 2024
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