Joao Gama
Universidade do Porto
H-index: 73
Europe-Portugal
Top articles of Joao Gama
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Forecasting financial market structure from network features using machine learning | Knowledge and Information Systems | Douglas Castilho Thársis TP Souza Soong Moon Kang João Gama André CPLF de Carvalho | 2024/4/22 |
Classification of Pulmonary Nodules in 2-[18F]FDG PET/CT Images with a 3D Convolutional Neural Network | Nuclear Medicine and Molecular Imaging | Victor Manuel Alves Jaime dos Santos Cardoso João Gama | 2024/2 |
SWINN: Efficient nearest neighbor search in sliding windows using graphs | Information Fusion | Saulo Martiello Mastelini Bruno Veloso Max Halford André Carlos Ponce de Leon Ferreira João Gama | 2024/1/1 |
A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance | arXiv preprint arXiv:2404.14455 | João Gama Rita P Ribeiro Saulo Mastelini Narjes Davarid Bruno Veloso | 2024/4/21 |
Super-Resolution Analysis for Landfill Waste Classification | Matías Molina Rita P Ribeiro Bruno Veloso João Gama | 2024/4/16 | |
S+ t-SNE-Bringing dimensionality reduction to data streams | Pedro C. Vieira João P Montrezol João T. Vieira João Gama | 2024/4/16 | |
Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning | arXiv preprint arXiv:2402.07586 | Teresa Salazar João Gama Helder Araújo Pedro Henriques Abreu | 2024/2/12 |
Bayesian federated learning: A survey | arXiv preprint arXiv:2304.13267 | Longbing Cao Hui Chen Xuhui Fan Joao Gama Yew-Soon Ong | 2023/4/26 |
XAI for Predictive Maintenance | Joao Gama Slawomir Nowaczyk Sepideh Pashami Rita P Ribeiro Grzegorz J Nalepa | 2023/8/6 | |
Which Way to Go-Finding Frequent Trajectories Through Clustering | Thiago Andrade João Gama | 2023/10/8 | |
Modeling Events and Interactions through Temporal Processes--A Survey | arXiv preprint arXiv:2303.06067 | Angelica Liguori Luciano Caroprese Marco Minici Bruno Veloso Francesco Spinnato | 2023/3/10 |
Data-driven predictive maintenance framework for railway systems | Intelligent Data Analysis | Jorge Meira Bruno Veloso Verónica Bolón-Canedo Goreti Marreiros Amparo Alonso-Betanzos | 2023 |
Novelty detection for multi-label stream classification under extreme verification latency | Applied Soft Computing | Joel D Costa Júnior Elaine R Faria Jonathan A Silva João Gama Ricardo Cerri | 2023/7/1 |
Discovery Science: 26th International Conference, DS 2023, Porto, Portugal, October 9–11, 2023, Proceedings | Albert Bifet Ana Carolina Lorena Rita P Ribeiro João Gama Pedro H Abreu | 2023/10/7 | |
Data Stream Analytics | Analytics | Jesus S. Aguilar-Ruiz 1 Albert Bifet Joao Gama | 2023/4/14 |
Towards federated learning: An overview of methods and applications | Paula Raissa Silva João Vinagre João Gama | 2023/3 | |
Explainable predictive maintenance | arXiv preprint arXiv:2306.05120 | Sepideh Pashami Slawomir Nowaczyk Yuantao Fan Jakub Jakubowski Nuno Paiva | 2023/6/8 |
Guest Editorial: Special Issue on Stream Learning | IEEE Transactions on Neural Networks and Learning Systems | Jie Lu Joao Gama Xin Yao Leandro Minku | 2023/10/5 |
Online Influence Forest for Streaming Anomaly Detection | Inês Martins João S Resende João Gama | 2023/4/1 | |
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks | Machine learning | Sofia Fernandes Hadi Fanaee-T João Gama Leo Tišljarić Tomislav Šmuc | 2023/2 |
Co-Authors
