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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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2
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: 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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8
TITLE: BTS-Z: A Bootstrap Zero-Shot Learning Approach for City Traffic Forecasting
AUTHORS: Rahul Kumar; Manish Bhanu; Saswata Roy; Joao Mendes Moreira ; Joydeep Chandra;
PUBLISHED: 2024, SOURCE: 18th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2024 in International Symposium on Advanced Networks and Telecommunication Systems, ANTS
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9
TITLE: Corrector LSTM: built-in training data correction for improved time-series forecasting  Full Text
AUTHORS: Yassine Baghoussi; Carlos Soares ; João Mendes Moreira ;
PUBLISHED: 2024, SOURCE: Neural Comput. Appl., VOLUME: 36, ISSUE: 26
INDEXED IN: Scopus DBLP CrossRef: 3 Unpaywall
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TITLE: Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches
AUTHORS: Pedro Strecht ; João Mendes Moreira ; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024 in Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I, VOLUME: 15508
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