OOIR: Observatory of International Research

Papers

(The H4-Index of Data Mining and Knowledge Discovery is 23. 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 2020-03-01 to 2024-03-01.)

Article	Citations
InceptionTime: Finding AlexNet for time series classification	536
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels	353
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances	188
TS-CHIEF: a scalable and accurate forest algorithm for time series classification	111
A survey of community detection methods in multilayer networks	73
Challenges in benchmarking stream learning algorithms with real-world data	59
Counterfactual explanations and how to find them: literature review and benchmarking	54
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification	48
Deep soccer analytics: learning an action-value function for evaluating soccer players	36
An efficient K-means clustering algorithm for tall data	36
Matrix profile goes MAD: variable-length motif and discord discovery in data series	34
A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts	34
Deep graph similarity learning: a survey	33
Time series extrinsic regression	33
TEASER: early and accurate time series classification	32
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding	29
Fake review detection on online E-commerce platforms: a systematic literature review	29
Smoothed dilated convolutions for improved dense prediction	29
Time series motifs discovery under DTW allows more robust discovery of conserved structure	27
ColluEagle: collusive review spammer detection using Markov random fields	26
Scalable attack on graph data by injecting vicious nodes	26
Word-class embeddings for multiclass text classification	23
Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions	23