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 2021-05-01 to 2025-05-01.)

Article	Citations
Transforming Disaster Risk Reduction With AI and Big Data: Legal and Interdisciplinary Perspectives	401
	264
Issue Information	182
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance	129
Issue Information	114
Machine learning methods for generating high dimensional discrete datasets	92
Multimodal sentimental analysis for social media applications: A comprehensive review	83
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	80
	68
Smart city maturity models: A multidimensional synthesized approach	64
	62
Deep learning in histopathology: A review	61
	43
	43
Review and data mining of linguistic studies of English modal verbs	38
	36
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022	35
Trace Encoding Techniques for Multi‐Perspective Process Mining: A Comparative Study	35
A survey of autonomous monitoring systems in mental health	29
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics	29
A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications	28
Multispectral data mining: A focus on remote sensing satellite images	27
Mining the online infosphere: A survey	26
Deepfake detection using deep learning methods: A systematic and comprehensive review	26
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.	25

Issue Information	25
Issue Information	24
	24
Causality and causal inference for engineers: Beyond correlation, regression, prediction and artificial intelligence	24
Does a language model “understand” high school math? A survey of deep learning based word problem solvers	23
Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing	23
Subgraph mining in a large graph: A review	23
Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern	22
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)	21
A feature selection for video quality of experience modeling: A systematic literature review	21
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	19
Data mining in predictive maintenance systems: A taxonomy and systematic review	19
Digital twins in healthcare: Applications, technologies, simulations, and future trends	18
Issue Information	17
Issue Information	15
Issue Information	14
	13
Explaining artificial intelligence with visual analytics in healthcare	13
Issue Information	13
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	13
Issue Information	13
Issue Information	12
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	10
Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems	10
Trending machine learning models in cyber‐physical building environment: A survey	10
A taxonomy of automatic differentiation pitfalls	9
Pre‐trained language models: What do they know?	9
Detecting communities using social network analysis in online learning environments: Systematic literature review	9
The benefits and dangers of using machine learning to support making legal predictions	8
The use of gene expression datasets in feature selection research: 20 years of inherent bias?	8
Machine learning for pest detection and infestation prediction: A comprehensive review	8
How AI Contributes to Poverty Alleviation: A Systematic Literature Review	8
A survey on artificial intelligence in histopathology image analysis	8
A topic modeling‐based bibliometric exploration of automatic summarization research	7
ExplainFix: Explainable spatially fixed deep networks	7
	7
A Conceptual Framework for Human‐Centric and Semantics‐Based Explainable Event Detection	7
A geometric framework for outlier detection in high‐dimensional data	7
A review on multimodal zero‐shot learning	6
Multimodal emotion recognition: A comprehensive review, trends, and challenges	6
Medical intelligence for anxiety research: Insights from genetics, hormones, implant science, and smart devices with future strategies	6
Use of artificial intelligence algorithms to predict systemic diseases from retinal images	6
A survey on federated learning in data mining	6
	5
Overview of accurate coresets	5
Machine learning in postgenomic biology and personalized medicine	5
Issue Information	5
A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection	5
Neuromorphic Computing and Applications: A Topical Review	4
A review on client selection models in federated learning	4

Issue Information	4
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	4
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	4
The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction	4
Issue Information	4
Knowledge Graph for Solubility Big Data: Construction and Applications	4
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	4
Application‐Based Review of Soft Computational Methods to Enhance Industrial Practices Abetted by the Patent Landscape Analysis	4
Artificial intelligence for climate change adaptation	3
A survey on datasets for fairness‐aware machine learning	3
Investigation ofPM₁₀prediction utilizing data mining techniques: Analyze by topic	3
Addressing privacy concerns with wearable health monitoring technology	3
ICT‐Driven Data Mining Analysis in Civil Engineering: A Scientometric Review	3
Issue Information	3
A systematic review of Green AI	2
From 3D point‐cloud data to explainable geometric deep learning: State‐of‐the‐art and future challenges	2
Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review	2
A Systematic Review on Process Mining for Curricular Analysis	2
Critical insights into modern hyperspectral image applications through deep learning	2
Review of automated time series forecasting pipelines	2
Using Machine Learning for Systematic Literature Review Case in Point: Agile Software Development	2
A survey on artificial intelligence in pulmonary imaging	2
Issue Information	2
Data and text mining from online reviews: An automatic literature analysis	2
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology	2
Gaining insights in datasets in the shade of “garbage in, garbage out” rationale: Feature space distribution fitting	1
A comprehensive survey of personal knowledge graphs	1
	1
Algorithmic Profiling and Facial Recognition in EU Border Control: Examining ETIAS Decision‐Making, Privacy and Law	1
Critical review of bio‐inspired data optimization techniques: An image steganalysis perspective	1
Towards federated learning: An overview of methods and applications	1
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	1
Process mining applications in the healthcare domain: A comprehensive review	1
Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans	1
A systematic review on detection and adaptation of concept drift in streaming data using machine learning techniques	1
Business Analytics in Customer Lifetime Value: An Overview Analysis	1
Issue Information	1
Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review	1
Big data analytics in single‐cell transcriptomics: Five grand opportunities	1
A survey of online video advertising	1
Establishment and implementation of a clinical application and research database for surgical robots in China	1
	1