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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 DBLP CrossRef Unpaywall
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12
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
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13
TITLE: KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine; Mendes Moreira, Joao ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 2
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14
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 DBLP CrossRef: 40
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16
TITLE: Sampling approaches to reduce very frequent seasonal time series
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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17
TITLE: Spatio-Temporal Predictive Modeling Techniques for Different Domains: a Survey  Full Text
AUTHORS: Kumar, Rahul; Bhanu, Manish; Mendes moreira, Joao ; Chandra, Joydeep;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 29 Unpaywall
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18
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: 2 Unpaywall
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19
TITLE: <i>HiClass4MD</i>: a Hierarchical Classifier for Transportation Mode Detection
AUTHORS: Muhammad, Akilu Rilwan; Aguiar, Ana ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 27th Intelligent Transportation Systems Conference in 2024 IEEE 27TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC
INDEXED IN: Scopus WOS DBLP CrossRef: 1 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: WF-IoT
INDEXED IN: Scopus DBLP CrossRef: 1
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