11
TITLE: Evaluating Short Text Stream Clustering on Large E-commerce Datasets
AUTHORS: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT III, VOLUME: 15414
INDEXED IN: Scopus WOS DBLP CrossRef
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12
TITLE: Fairness Analysis in Causal Models: An Application to Public Procurement
AUTHORS: Teixeira, Sonia ; Nogueira, Ana Rita ; Gama, Joao ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: DBLP
13
TITLE: In-context learning of evolving data streams with tabular foundational models
AUTHORS: Afonso Lourenço; João Gama ; Eric P Xing; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.16840
INDEXED IN: DBLP
IN MY: DBLP
14
TITLE: Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
AUTHORS: Matthias Jakobs; Bruno Veloso ; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.07394
INDEXED IN: DBLP
IN MY: DBLP
15
TITLE: Modelling Concept Drift in Dynamic Data Streams for Recommender Systems
AUTHORS: Luciano Caroprese; Francesco Sergio Pisani; Bruno Miguel Veloso ; Matthias König; Giuseppe Manco; Holger H Hoos; João Gama ;
PUBLISHED: 2025, SOURCE: Trans. Recomm. Syst., VOLUME: 3, ISSUE: 2
INDEXED IN: DBLP CrossRef: 1 Unpaywall
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16
TITLE: Network-Based Anomaly Detection in Waste Transportation Data
AUTHORS: Shaji, Nirbhaya; Tabassum, Shazia ; Ribeiro, Rita P. ; Gama, Joao ; Santana, Pedro; Garcia, Ana;
PUBLISHED: 2025, SOURCE: 13th International Conference on Complex Networks and their Applications-COMPLEX NETWORKS-Annual in COMPLEX NETWORKS & THEIR APPLICATIONS XIII, COMPLEX NETWORKS 2024, VOL 1, VOLUME: 1187
INDEXED IN: Scopus WOS CrossRef Unpaywall
17
TITLE: OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates Discovery
AUTHORS: Chongsheng Zhang; Shuwen Wu; Yingqi Chen; Matthias Aßenmacher; Christian Heumann; Yi Men; Gaojuan Fan; João Gama ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.03836
INDEXED IN: DBLP
IN MY: DBLP
18
TITLE: On-device edge learning for IoT data streams: a survey
AUTHORS: Afonso Lourenço; João Rodrigo; João Gama ; Goreti Marreiros;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.17788
INDEXED IN: DBLP
IN MY: DBLP
19
TITLE: One-Class Learning for Data Stream Through Graph Neural Networks
AUTHORS: Silva Golo, Marcos Paulo; Gama, Joao ; Marcacini, Ricardo Marcondes;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT IV, VOLUME: 15415
INDEXED IN: Scopus WOS DBLP CrossRef
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20
TITLE: Online Learning from Capricious Data streams with Flexible Hoeffding Tree
AUTHORS: Zhao, Ruirui; Sun, Jianbin; Gama, Joao ; Jiang, Jiang;
PUBLISHED: 2025, SOURCE: 40th Symposium on Applied Computing-SAC in 40TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING
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