OOIR: Observatory of International Research

Papers

(The TQCC of Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery is 9. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Explainable artificial intelligence: an analytical review	212
Interpretability of machine learning‐based prediction models in healthcare	191
A historical perspective of explainable Artificial Intelligence	120
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges	89
A critical review of state‐of‐the‐art chatbot designs and applications	80
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	52
The use of machine learning in sport outcome prediction: A review	51
Combating disinformation in a social media age	50
Explainable artificial intelligence and machine learning: A reality rooted perspective	49
A survey on datasets for fairness‐aware machine learning	46
An overview of unsupervised drift detection methods	43
Methods and tools for causal discovery and causal inference	38
Multimodal sentimental analysis for social media applications: A comprehensive review	37
Data stream analysis: Foundations, major tasks and tools	33
Text‐based question answering from information retrieval and deep neural network perspectives: A survey	33
Validation of cluster analysis results on validation data: A systematic framework	31
A systematic review of Green AI	29
Smart city and resilient city: Differences and connections	26
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review	26
Knowledge discovery from remote sensing images: A review	25
The role ofAIfor developing digital twins in healthcare: The case of cancer care	22
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota	21
A survey on federated learning in data mining	20
Time series analysis via network science: Concepts and algorithms	20
Review on publicly available datasets for educational data mining	19

A survey of pattern mining in dynamic graphs	19
A survey of biodiversity informatics: Concepts, practices, and challenges	19
Review of automated time series forecasting pipelines	19
Critical insights into modern hyperspectral image applications through deep learning	18
A survey on artificial intelligence in histopathology image analysis	17
A review on data fusion in multimodal learning analytics and educational data mining	17
Themes in data mining, big data, and crime analytics	16
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	16
A comprehensive review on updating concept lattices and its application in updating association rules	16
Data mining privacy preserving: Research agenda	15
Privacy preserving big data analytics: A critical analysis of state‐of‐the‐art	15
Review of artificial intelligence‐based question‐answering systems in healthcare	14
Process mining applications in the healthcare domain: A comprehensive review	13
Predicting land surface temperature with geographically weighed regression and deep learning	13
Introduction to neural network‐based question answering over knowledge graphs	12
Taxonomy of machine learning paradigms: A data‐centric perspective	12
Data mining in predictive maintenance systems: A taxonomy and systematic review	11
Deep learning in histopathology: A review	11
A 2021 update on cancer image analytics with deep learning	10
Dynamical algorithms for data mining and machine learning over dynamic graphs	10
Detecting communities using social network analysis in online learning environments: Systematic literature review	10
The development of regional smart energy systems in the World and China: The concepts, practices, and a new perspective	9
Designing and deploying insurance recommender systems using machine learning	9
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	9
Artificial intelligence for climate change adaptation	9
Explaining artificial intelligence with visual analytics in healthcare	9
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	9
Trending machine learning models in cyber‐physical building environment: A survey	9
Over‐optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results	9