OOIR: Observatory of International Research

Papers

(The median citation count of Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery is 2. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Transforming Disaster Risk Reduction With AI and Big Data: Legal and Interdisciplinary Perspectives	421
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Issue Information	202
Issue Information	134
Machine learning methods for generating high dimensional discrete datasets	119
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	101
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance	90
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	68
Smart city maturity models: A multidimensional synthesized approach	67
	63
	47
Deep learning in histopathology: A review	44
	41
Trace Encoding Techniques for Multi‐Perspective Process Mining: A Comparative Study	36
Review and data mining of linguistic studies of English modal verbs	35
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics	32
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022	31
A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications	30
A survey of autonomous monitoring systems in mental health	30
Multispectral data mining: A focus on remote sensing satellite images	29
Deepfake detection using deep learning methods: A systematic and comprehensive review	28
Mining the online infosphere: A survey	28
Correction to “Expression of Concern: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREsData Mining Knowl. Discov.	27
Issue Information	27

Does a language model “understand” high school math? A survey of deep learning based word problem solvers	26
Issue Information	26
Causality and causal inference for engineers: Beyond correlation, regression, prediction and artificial intelligence	25
	25
Subgraph mining in a large graph: A review	25
Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern	24
Digital twins in healthcare: Applications, technologies, simulations, and future trends	23
Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing	23
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	20
Data mining in predictive maintenance systems: A taxonomy and systematic review	20
A feature selection for video quality of experience modeling: A systematic literature review	20
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)	19
Unveiling Explainable AI in Healthcare: Current Trends, Challenges, and Future Directions	17
Issue Information	15
	15
Issue Information	15
Issue Information	15
Exploring Causal Learning Through Graph Neural Networks: An In‐Depth Review	15
Explaining artificial intelligence with visual analytics in healthcare	14
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	13
Issue Information	13
Issue Information	13
Issue Information	11
Trending machine learning models in cyber‐physical building environment: A survey	11
Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems	11
Detecting communities using social network analysis in online learning environments: Systematic literature review	10
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	10
The benefits and dangers of using machine learning to support making legal predictions	9
How AI Contributes to Poverty Alleviation: A Systematic Literature Review	9
ExplainFix: Explainable spatially fixed deep networks	9
The use of gene expression datasets in feature selection research: 20 years of inherent bias?	9
A survey on artificial intelligence in histopathology image analysis	8
Pre‐trained language models: What do they know?	8
A taxonomy of automatic differentiation pitfalls	8
Machine learning for pest detection and infestation prediction: A comprehensive review	8
Use of artificial intelligence algorithms to predict systemic diseases from retinal images	7
A Conceptual Framework for Human‐Centric and Semantics‐Based Explainable Event Detection	7
A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection	6
Geospatial Data Clustering in Network Space: A Survey	6
	6
A topic modeling‐based bibliometric exploration of automatic summarization research	6
Medical intelligence for anxiety research: Insights from genetics, hormones, implant science, and smart devices with future strategies	5
Overview of accurate coresets	5
Neuromorphic Computing and Applications: A Topical Review	5
	5
A survey on federated learning in data mining	5
	5
Multimodal emotion recognition: A comprehensive review, trends, and challenges	5
A geometric framework for outlier detection in high‐dimensional data	5
A review on multimodal zero‐shot learning	5

Issue Information	5
Machine learning in postgenomic biology and personalized medicine	4
Issue Information	4
A review on client selection models in federated learning	4
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	4
AI‐Assisted Literature Review: Integrating Visualization and Geometric Features for Insightful Analysis	4
Application‐Based Review of Soft Computational Methods to Enhance Industrial Practices Abetted by the Patent Landscape Analysis	4
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	4
Knowledge Graph for Solubility Big Data: Construction and Applications	4
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	4
Issue Information	4
Addressing privacy concerns with wearable health monitoring technology	3
Artificial intelligence for climate change adaptation	3
A survey on datasets for fairness‐aware machine learning	3
Issue Information	3
Issue Information	3
ICT‐Driven Data Mining Analysis in Civil Engineering: A Scientometric Review	3
The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction	3
A Systematic Review on Process Mining for Curricular Analysis	3
Investigation ofPM₁₀prediction utilizing data mining techniques: Analyze by topic	3
The Role of Causality in Explainable Artificial Intelligence	2
Critical insights into modern hyperspectral image applications through deep learning	2
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	2
Data and text mining from online reviews: An automatic literature analysis	2
Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review	2
A survey on artificial intelligence in pulmonary imaging	2
A systematic review of Green AI	2
Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review	2
From 3D point‐cloud data to explainable geometric deep learning: State‐of‐the‐art and future challenges	2
Review of automated time series forecasting pipelines	2
Using Machine Learning for Systematic Literature Review Case in Point: Agile Software Development	2
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology	2
A survey of online video advertising	2