OOIR: Observatory of International Research

Papers

(The median citation count of Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery is 1. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Digital twins in healthcare: Applications, technologies, simulations, and future trends	380
A review on client selection models in federated learning	250
Machine intelligence in dynamical systems: \A state‐of‐art review	165
A feature selection for video quality of experience modeling: A systematic literature review	124
	104
Critical review of bio‐inspired data optimization techniques: An image steganalysis perspective	84
Privacy protection in smart meters using homomorphic encryption: An overview	76
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)	71
Establishment and implementation of a clinical application and research database for surgical robots in China	66
	61
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Issue Information	57
Machine learning and blockchain technologies for cybersecurity in connected vehicles	42
Facial feature discovery for ethnicity recognition	40
Knowledge Graph for Solubility Big Data: Construction and Applications	34
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	34
Taxonomy of machine learning paradigms: A data‐centric perspective	34
Business Analytics in Customer Lifetime Value: An Overview Analysis	30
Application‐Based Review of Soft Computational Methods to Enhance Industrial Practices Abetted by the Patent Landscape Analysis	26
Hyper‐Parameter Optimization of Kernel Functions on Multi‐Class Text Categorization: A Comparative Evaluation	25
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	25
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	25
Data mining in predictive maintenance systems: A taxonomy and systematic review	24
Issue Information	24
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia	24

Open source intelligence extraction for terrorism‐related information: A review	24
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Machine learning methods for generating high dimensional discrete datasets	23
Issue Information	22
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance	21
	20
Navigating the metaverse: A technical review of emerging virtual worlds	20
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Issue Information	19
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Over‐optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results	13
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The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction	13
Addressing privacy concerns with wearable health monitoring technology	13
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions	11
A review of bus arrival time prediction using artificial intelligence	10
A novel methodology for Arabic news classification	10
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	10
Explaining artificial intelligence with visual analytics in healthcare	9
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade	9
Issue Information	8
Multimodal sentimental analysis for social media applications: A comprehensive review	8
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	8
Text‐based question answering from information retrieval and deep neural network perspectives: A survey	8
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Comparing programming languages for data analytics: Accuracy of estimation in Python and R	7
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	7
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A survey on datasets for fairness‐aware machine learning	6
Issue Information	6
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A review on data fusion in multimodal learning analytics and educational data mining	6
Deep learning based image steganography: A review	5
Issue Information	5
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Detecting communities using social network analysis in online learning environments: Systematic literature review	4
Bias in human data: A feedback from social sciences	4
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Sentiment analysis using fuzzy logic: A comprehensive literature review	4
Computational resources in healthcare	4
Artificial intelligence for climate change adaptation	4
Smart city maturity models: A multidimensional synthesized approach	4

A 2021 update on cancer image analytics with deep learning	4
Issue Information	4
A brief review on quantum computing based drug design	3
DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis	3
	3
Lead–lag effect of research between conference papers and journal papers in data mining	3
Deep learning in histopathology: A review	3
Investigation ofPM₁₀prediction utilizing data mining techniques: Analyze by topic	3
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	3
Trending machine learning models in cyber‐physical building environment: A survey	3
A survey on artificial intelligence in pulmonary imaging	2
A Survey of Approaches to Early Rumor Detection on Microblogging Platforms: Computational and Socio‐Psychological Insights	2
Data and text mining from online reviews: An automatic literature analysis	2
The role ofAIfor developing digital twins in healthcare: The case of cancer care	2
Pre‐trained language models: What do they know?	2
A white paper on good research practices in benchmarking: The case of cluster analysis	2
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology	2
	2
Onset of a conceptual outline map to get a hold on the jungle of cluster analysis	2
	2
Themes in data mining, big data, and crime analytics	1
Corporate investment prediction using a weighted temporal graph neural network	1
ExplainFix: Explainable spatially fixed deep networks	1
The evolution of frailty assessment using inertial measurement sensor‐based gait parameter measurements: A detailed analysis	1
From 3D point‐cloud data to explainable geometric deep learning: State‐of‐the‐art and future challenges	1
Short‐term photovoltaic power forecasting with adaptive stochastic configuration network ensemble	1
A taxonomy of automatic differentiation pitfalls	1
Issue Information	1
The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis	1
The benefits and dangers of using machine learning to support making legal predictions	1
Issue Information	1
Knowledge graph‐driven data processing for business intelligence	1
A systematic review of multidimensional relevance estimation in information retrieval	1
Review and data mining of linguistic studies of English modal verbs	1
Machine learning for pest detection and infestation prediction: A comprehensive review	1
Research on mining software repositories to facilitate refactoring	1
Continual learning and its industrial applications: A selective review	1
The use of gene expression datasets in feature selection research: 20 years of inherent bias?	1