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 2020-04-01 to 2024-04-01.)

Article	Citations
Explainable artificial intelligence: an analytical review	201
Interpretability of machine learning‐based prediction models in healthcare	182
A historical perspective of explainable Artificial Intelligence	118
A critical review of state‐of‐the‐art chatbot designs and applications	78
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges	78
Combating disinformation in a social media age	48
The use of machine learning in sport outcome prediction: A review	48
Explainable artificial intelligence and machine learning: A reality rooted perspective	47
A survey on datasets for fairness‐aware machine learning	44
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	42
An overview of unsupervised drift detection methods	41
Multimodal sentimental analysis for social media applications: A comprehensive review	36
Methods and tools for causal discovery and causal inference	35
Data stream analysis: Foundations, major tasks and tools	33
Text‐based question answering from information retrieval and deep neural network perspectives: A survey	31
Validation of cluster analysis results on validation data: A systematic framework	29
Smart city and resilient city: Differences and connections	26
A systematic review of Green AI	26
Knowledge discovery from remote sensing images: A review	25
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review	25
The role ofAIfor developing digital twins in healthcare: The case of cancer care	21
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota	21
Review on publicly available datasets for educational data mining	19
Time series analysis via network science: Concepts and algorithms	19
A survey of biodiversity informatics: Concepts, practices, and challenges	19

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