OOIR: Observatory of International Research

Papers

(The H4-Index of Data Mining and Knowledge Discovery is 26. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Joint dynamic topic model for recognition of lead-lag relationship in two text corpora	238
Knowledge graph completion based on asymmetric translation and automatic entity type representation	196
A probabilistic model for API contract specification retrieval focusing on the openAPI standard	192
Structural-temporal coupling anomaly detection with dynamic graph transformer	192
Counterfactual explanations as interventions in latent space	165
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)	140
Discord-based counterfactual explanations for time series classification	92
Thompson sampling-based recursive block elimination for dynamic assignment under limited budget in pure-exploration	75
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions	72
Exploiting sensor data in professional road cycling: personalized data-driven approach for frequent fitness monitoring	70
The grammar of interactive explanatory model analysis	68
Correction: TSelect: selecting relevant and non-redundant channels for multivariate time series classification	63
Quantitative evaluation of motif sets in time series	56
Exploring zero-shot essay scoring: from feature-based to LLM-based approaches	49
Representing ensembles of networks for fuzzy cluster analysis: a case study	47
Hydra: competing convolutional kernels for fast and accurate time series classification	43
Combating confirmation bias: a unified pseudo-labeling framework for entity alignment	35
VEM$$^2$$L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion	35
Correction: Marginal effects for non-linear prediction functions	35
Consistent attributions for transformer-based reversible comparison classifiers	31
Leveraging internal representations of GNNs with Shapley values	29
MMA: metadata supported multi-variate attention for onset detection and prediction	29
Fitter: post-mining user-preferred co-location patterns interactively	28
Wisdom of the contexts: active ensemble learning for contextual anomaly detection	28
Fine-grained multi-prompt essay scoring with multi-level disentanglement	26

Improve contrastive clustering performance by multiple fusing-augmenting ViT blocks	26
Reflective-net: learning from explanations	26