31
TITLE: Federated Online Learning for Heavy Hitter Detection
AUTHORS: Paula Raissa Silva ; João Vinagre ; João Gama ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence, ECAI 2024 in ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
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32
TITLE: Forecasting financial market structure from network features using machine learning  Full Text
AUTHORS: Castilho, Douglas; Souza, Tharsis T. P.; Kang, Soong Moon; Gama, Joao ; de Carvalho, Andre C. P. L. F.;
PUBLISHED: 2024, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 66, ISSUE: 8
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33
TITLE: From fault detection to anomaly explanation: A case study on predictive maintenance  Full Text
AUTHORS: Gama, Joao ; Ribeiro, Rita P. ; Mastelini, Saulo; Davari, Narjes ; Veloso, Bruno ;
PUBLISHED: 2024, SOURCE: JOURNAL OF WEB SEMANTICS, VOLUME: 81
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
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34
TITLE: Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach  Full Text
AUTHORS: Moya, Antonio R.; Veloso, Bruno ; Gama, Joao ; Ventura, Sebastian;
PUBLISHED: 2024, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 38, ISSUE: 3
INDEXED IN: Scopus WOS DBLP CrossRef: 2
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35
TITLE: More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation
AUTHORS: Matías Molina; Bruno Veloso ; Carlos Abreu Ferreira ; Rita P Ribeiro ; João Gama ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence, ECAI 2024 in ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
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36
TITLE: Next Location Prediction with Time-Evolving Markov Models over Data Streams
AUTHORS: Thiago Andrade; João Gama ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
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37
TITLE: Online News Classification Using Large Language Models with Semantic Enrichment PDF
AUTHORS: Joana Santos; Nuno Silva; Carlos Ferreira; João Gama ;
PUBLISHED: 2024, SOURCE: Joint of Posters, Demos, Workshops, and Tutorials of the 24th International Conference on Knowledge Engineering and Knowledge Management, EKAW-PDWT 2024 in Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW-PDWT 2024) co-located with 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2024), Amsterdam, Netherlands, November 26-28, 2024., VOLUME: 3967
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38
TITLE: Recent Advances in Learning from Data Streams
AUTHORS: João Gama ;
PUBLISHED: 2024, SOURCE: Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024.
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39
TITLE: S plus t-SNE - Bringing Dimensionality Reduction to Data Streams
AUTHORS: Vieira, Pedro C.; Montrezol, Joao P. ; Vieira, Joao T.; Gama, 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
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40
TITLE: Super-Resolution Analysis for Landfill Waste Classification
AUTHORS: Molina, Matias ; Ribeiro, Rita P. ; Veloso, Bruno ; Carna, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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