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Data Mining and Knowledge Discovery cover

Data Mining and Knowledge Discovery

IF4.3
Papers188
Citations5983
Journal Papers 184
Publication Date
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An event-adaptive incremental framework for transient community detection in temporal networks
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-08-19
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PREAI
deleteSaikat Pahari; Paramita Dey
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Federated learning with multiple, intersectional and multiclass fairness guarantees under performance budgets
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-08-14
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deleteMichele Fontana; Francesca Naretto; Anna Monreale
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CODAC: Constraint-based Deep Active Clustering
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-08-13
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deleteAnri Patron; Sandra Gilhuber; Kai Puolamäki; Collin Leiber
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Representation learning for attributed multiplex networks: a graph signal processing approach using adaptive ARMA filters
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-08-08
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deleteZhenguo Xu; Jun Li; Irene Moulitsas
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Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-08-04
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PREAI
deleteFélix Vandervorst; Bruno Deprez; Wouter Verbeke; Tim Verdonck
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Anomaly detection via mean shift density enhancement
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-29
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PREAI
deletePritam Kar; Rahul Bordoloi; Olaf Wolkenhauer; Saptarshi Bej
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A survey on explainable reinforcement learning: state of the art, challenges and opportunities
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-27
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PREAI
deleteDaniele Melloni; Andrea Zingoni
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Palauner: policy-based active learning to augment named entity recognition datasets
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-16
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deleteMarco Postiglione; Andrea Vignali; Giancarlo Sperlí; Guido Maria Secondulfo; Vincenzo Moscato
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A clustering framework for skewed features with low true cluster separation
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-15
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deleteMuntazir Mehdi; Haydar Demirhan; Sona Taheri
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Automatic discovery of disease subgroups by contrasting with healthy controls
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-15
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deleteRobin Louiset; Edouard Duchesnay; Benoit Dufumier; Antoine Grigis; Pietro Gori
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Label-free dataset profiling for federated client clustering
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-10
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deleteBoris Radovič; Marco Canini; Veljko Pejović
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SubTSMD: discovering subspace motifs with temporal variations in multivariate time series
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-09
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PREAI
deleteLouis Carpentier; Laurens Devos; Wannes Meert; Mathias Verbeke
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T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-04
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deleteNirmal Gelal; Chloe Snow; Ambyr Rios; Kathleen M. Jagodnik; Hande Küçük McGinty
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LIGR: Label Informativeness-guided Graph Rewiring
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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PREAI
deleteRucha Bhalchandra Joshi; Subhankar Mishra
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Prototsnet: interpretable multivariate time series classification with prototypical parts
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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deleteBartłomiej Małkus; Szymon Bobek; Grzegorz J. Nalepa
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TEOKGC: text embedding optimization for knowledge graph completion
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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PREAI
deleteHai Huan; Tong Zhu
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FastPACE: Fast PlAnning of Counterfactual Explanations for time series classification
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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deleteMario Refoyo; Yago Boleas; David Luengo
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Graph neural networks based log anomaly detection and explanation
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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deleteZhong Li; Jiayang Shi; Matthijs van Leeuwen
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Detection of unobserved common causes under additive noise models based on NML code for discrete, mixed, and continuous variables
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-03
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deleteMasatoshi Kobayashi; Kohei Miyaguchi; Shin Matsushima
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Shift-level regulated continual test-time adaptation framework
deleteData Mining and Knowledge Discovery
IF4.3
delete2026-07-02
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PREAI
deleteRui Su; Hang Xu; Wendong Zheng; Husheng Guo; Wenjian Wang
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