Data Mining and Knowledge Discovery

Papers
(The H4-Index of Data Mining and Knowledge Discovery is 21. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)
ArticleCitations
A probabilistic model for API contract specification retrieval focusing on the openAPI standard154
Joint dynamic topic model for recognition of lead-lag relationship in two text corpora121
Who can receive the pass? A computational model for quantifying availability in soccer113
Counterfactual explanations as interventions in latent space98
Knowledge graph completion based on asymmetric translation and automatic entity type representation66
Exploiting sensor data in professional road cycling: personalized data-driven approach for frequent fitness monitoring61
Representing ensembles of networks for fuzzy cluster analysis: a case study61
Discord-based counterfactual explanations for time series classification50
Thompson sampling-based recursive block elimination for dynamic assignment under limited budget in pure-exploration49
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions49
Correction: Marginal effects for non-linear prediction functions49
The grammar of interactive explanatory model analysis43
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)39
Hydra: competing convolutional kernels for fast and accurate time series classification38
Wisdom of the contexts: active ensemble learning for contextual anomaly detection37
VEM$$^2$$L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion36
Reflective-net: learning from explanations35
MMA: metadata supported multi-variate attention for onset detection and prediction35
Dynamic cyber risk estimation with competitive quantile autoregression28
Neural content-aware collaborative filtering for cold-start music recommendation24
Correction: Bake off redux: a review and experimental evaluation of recent time series classification algorithms21
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