ProfileOfResearchers

TÃTULO: Online News Classification Using Large Language Models with Semantic Enrichment PDF
AUTORES: Joana Santos; Nuno Silva; Carlos Ferreira; João Gama ;
PUBLICAÇÃO: 2024, FONTE: 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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TÃTULO: Recent Advances in Learning from Data Streams
AUTORES: João Gama ;
PUBLICAÇÃO: 2024, FONTE: 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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TÃTULO: S plus t-SNE - Bringing Dimensionality Reduction to Data Streams
AUTORES: Vieira, Pedro C.; Montrezol, Joao P. ; Vieira, Joao T.; Gama, Joao ;
PUBLICAÇÃO: 2024, FONTE: 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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TÃTULO: Super-Resolution Analysis for Landfill Waste Classification
AUTORES: Molina, Matias ; Ribeiro, Rita P. ; Veloso, Bruno ; Carna, Joao ;
PUBLICAÇÃO: 2024, FONTE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT I, IDA 2024, VOLUME: 14641

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TÃTULO: SWINN: Efficient nearest neighbor search in sliding windows using graphs Full Text
AUTORES: Mastelini, Saulo Martiello; Veloso, Bruno ; Halford, Max; de Carvalho, Andre Carlos Ponce de Leon Ferreira; Gama, Joao ;
PUBLICAÇÃO: 2024, FONTE: INFORMATION FUSION, VOLUME: 101

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TÃTULO: Towards Evaluation of Explainable Artificial Intelligence in Streaming Data
AUTORES: Mozolewski, Maciej; Bobek, Szymon; Ribeiro, Rita P. ; Nalepa, Grzegorz J.; Gama, Joao ;
PUBLICAÇÃO: 2024, FONTE: 2nd World Conference on Explainable Artificial Intelligence (xAI) in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2024, PT IV, VOLUME: 2156

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TÃTULO: Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning
AUTORES: Teresa Salazar; João Gama ; Helder Araújo; Pedro Henriques Abreu ;
PUBLICAÇÃO: 2024, FONTE: CoRR, VOLUME: abs/2402.07586

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TÃTULO: Where DoWe Go From Here? Location Prediction from Time-Evolving Markov Models
AUTORES: Andrade, Thiago ; Gama, Joao ;
PUBLICAÇÃO: 2024, FONTE: 39th Annual ACM Symposium on Applied Computing (SAC) in 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024

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TÃTULO: A DTW Approach for Complex Data A Case Study with Network Data Streams
AUTORES: Silva, Paula Raissa ; Vinagre, Joao ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: 38th Annual ACM Symposium on Applied Computing (ACM SAC) in 38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023

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TÃTULO: An Online Data-Driven Predictive Maintenance Approach for Railway Switches
AUTORES: Tome, Emanuel Sousa; Ribeiro, Rita P. ; Veloso, Bruno ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT II, VOLUME: 1753

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