OOIR: Observatory of International Research

Papers

(The H4-Index of Data Mining and Knowledge Discovery is 20. 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 2020-10-01 to 2024-10-01.)

Article	Citations
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances	244
Counterfactual explanations and how to find them: literature review and benchmarking	100
A survey of community detection methods in multilayer networks	93
A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts	80
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification	77
Time series extrinsic regression	50
Deep graph similarity learning: a survey	44
Fake review detection on online E-commerce platforms: a systematic literature review	41
Forecast evaluation for data scientists: common pitfalls and best practices	38
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding	34
Time series motifs discovery under DTW allows more robust discovery of conserved structure	34
Improving embedded knowledge graph multi-hop question answering by introducing relational chain reasoning	34
Benchmarking and survey of explanation methods for black box models	34
End-to-end deep representation learning for time series clustering: a comparative study	33
XEM: An explainable-by-design ensemble method for multivariate time series classification	32
Smoothed dilated convolutions for improved dense prediction	32
Algorithmic fairness datasets: the story so far	31
Word-class embeddings for multiclass text classification	26
Data-driven detection of counterpressing in professional football	25
Graph convolutional networks for traffic forecasting with missing values	22
Improving position encoding of transformers for multivariate time series classification	20