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  • Research Article
  • 10.1007/s10618-025-01180-w
Certifying robustness of graph convolutional networks for node perturbation with polyhedra abstract interpretation
  • Dec 12, 2025
  • Data Mining and Knowledge Discovery
  • Boqi Chen + 4 more

  • Research Article
  • 10.1007/s10618-025-01160-0
Entity completion for industrial knowledge graph based on zero-shot learning
  • Dec 9, 2025
  • Data Mining and Knowledge Discovery
  • Yin Cai + 5 more

  • Research Article
  • 10.1007/s10618-025-01179-3
A regional representation method based on modeling bidirectional interrelationships between pairwise POI categories
  • Dec 8, 2025
  • Data Mining and Knowledge Discovery
  • Yongbin Tan + 5 more

  • Research Article
  • 10.1007/s10618-025-01176-6
Structural-temporal coupling anomaly detection with dynamic graph transformer
  • Nov 24, 2025
  • Data Mining and Knowledge Discovery
  • Chang Zong + 3 more

  • Research Article
  • 10.1007/s10618-025-01172-w
Feature selection for high-dimensional imbalanced class datasets using Harmony Search and Kullback–Leibler divergence
  • Nov 18, 2025
  • Data Mining and Knowledge Discovery
  • Alireza Moayedikia + 2 more

  • Research Article
  • 10.1007/s10618-025-01169-5
Quantitative evaluation of motif sets in time series
  • Nov 15, 2025
  • Data Mining and Knowledge Discovery
  • Daan Van Wesenbeeck + 3 more

  • Research Article
  • 10.1007/s10618-025-01175-7
Fitter: post-mining user-preferred co-location patterns interactively
  • Nov 14, 2025
  • Data Mining and Knowledge Discovery
  • Xiwen Jiang + 3 more

  • Research Article
  • 10.1007/s10618-025-01174-8
Fish swarm parameter self-tuning for data streams
  • Nov 11, 2025
  • Data Mining and Knowledge Discovery
  • Bruno Veloso + 3 more

  • Research Article
  • 10.1007/s10618-025-01165-9
Correction: Steering the LoCoMotif: Using domain knowledge in time series motif discovery
  • Nov 6, 2025
  • Data Mining and Knowledge Discovery
  • Aras Yurtman + 3 more

  • Research Article
  • 10.1007/s10618-025-01159-7
Leveraging internal representations of GNNs with Shapley values
  • Oct 18, 2025
  • Data Mining and Knowledge Discovery
  • Ataollah Kamal + 3 more