OOIR: Observatory of International Research

Papers

(The H4-Index of Data Mining and Knowledge Discovery is 27. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Joint dynamic topic model for recognition of lead-lag relationship in two text corpora	265
Knowledge graph completion based on asymmetric translation and automatic entity type representation	226
A probabilistic model for API contract specification retrieval focusing on the openAPI standard	210
Structural-temporal coupling anomaly detection with dynamic graph transformer	191
Counterfactual explanations as interventions in latent space	155
Thompson sampling-based recursive block elimination for dynamic assignment under limited budget in pure-exploration	93
Correction: TSelect: selecting relevant and non-redundant channels for multivariate time series classification	86
Exploring zero-shot essay scoring: from feature-based to LLM-based approaches	78
Representing ensembles of networks for fuzzy cluster analysis: a case study	75
Correction: Marginal effects for non-linear prediction functions	74
Exploiting sensor data in professional road cycling: personalized data-driven approach for frequent fitness monitoring	66
Discord-based counterfactual explanations for time series classification	59
Combating confirmation bias: a unified pseudo-labeling framework for entity alignment	49
FastPACE: Fast PlAnning of Counterfactual Explanations for time series classification	48
The grammar of interactive explanatory model analysis	41
Quantitative evaluation of motif sets in time series	41
Hydra: competing convolutional kernels for fast and accurate time series classification	35
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)	34
VEM$$^2$$L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion	32
T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation	32
Consistent attributions for transformer-based reversible comparison classifiers	31
Leveraging internal representations of GNNs with Shapley values	30
Fitter: post-mining user-preferred co-location patterns interactively	30
Wisdom of the contexts: active ensemble learning for contextual anomaly detection	29
Neural content-aware collaborative filtering for cold-start music recommendation	27

Fine-grained multi-prompt essay scoring with multi-level disentanglement	27
Reflective-net: learning from explanations	27