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 2022-01-01 to 2026-01-01.)

Article	Citations
Transforming Disaster Risk Reduction With AI and Big Data: Legal and Interdisciplinary Perspectives	488
	308
Issue Information	195
Issue Information	181
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	154
Machine learning methods for generating high dimensional discrete datasets	120
	91
	88
	75
Smart city maturity models: A multidimensional synthesized approach	66
	49
Review and data mining of linguistic studies of English modal verbs	48
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics	44
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022	44
Trace Encoding Techniques for Multi‐Perspective Process Mining: A Comparative Study	44
Multispectral data mining: A focus on remote sensing satellite images	44
A Comprehensive Survey of Deep Learning Methods in Gastro‐Intestinal Wireless Capsule Endoscopy Images	42
A survey of autonomous monitoring systems in mental health	39
Deepfake detection using deep learning methods: A systematic and comprehensive review	39
Does a language model “understand” high school math? A survey of deep learning based word problem solvers	38
A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications	38
Issue Information	37
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.	36
Mining the online infosphere: A survey	35
Issue Information	34

	33
A Systematic Literature Survey of Crowdsourcing: Current Status and Future Perspectives	30
Exploring the Evolution of Feature Extraction Methods in Brain–Computer Interfaces (BCIs): A Systematic Review of Research Progress and Future Trends	30
Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing	27
Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern	26
Subgraph mining in a large graph: A review	21
Causality and causal inference for engineers: Beyond correlation, regression, prediction and artificial intelligence	20
Exploring Machine Learning Models for Schizophrenia Detection: A Systematic Review	19
Data mining in predictive maintenance systems: A taxonomy and systematic review	18
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	17
A feature selection for video quality of experience modeling: A systematic literature review	17
Digital twins in healthcare: Applications, technologies, simulations, and future trends	16
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)	16
	15
Unveiling Explainable AI in Healthcare: Current Trends, Challenges, and Future Directions	15
Issue Information	14
Issue Information	14
Automated Detection of Non‐Alcoholic Fatty Liver Disease Using Histopathological Images: A Systematic Review	13
Exploring Causal Learning Through Graph Neural Networks: An In‐Depth Review	13
Issue Information	13
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	12
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	12
Issue Information	12
Meta‐Heuristic Optimization for the Multi‐Classification of Chronic Disease: A Review With Machine Learning Perspectives	11
Issue Information	11
Harnessing Earth Observation and Machine Learning for Sustainable Development Goals	11
Issue Information	11
Application of Explainable Artificial Intelligence (XAI) Techniques in Patients With Intracranial Hemorrhage: A Systematic Review	11
Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems	11
ExplainFix: Explainable spatially fixed deep networks	10
A State‐Of‐The‐Art Survey of Remote Photoplethysmography for Contactless Health Parameters Sensing	10
The use of gene expression datasets in feature selection research: 20 years of inherent bias?	10
Pre‐trained language models: What do they know?	9
How AI Contributes to Poverty Alleviation: A Systematic Literature Review	9
Machine learning for pest detection and infestation prediction: A comprehensive review	9
The benefits and dangers of using machine learning to support making legal predictions	9
A taxonomy of automatic differentiation pitfalls	9
Advances in Feature Selection Using Memetic Algorithms: A Comprehensive Review	8
An Overview of Heterogeneous Social Network Analysis	8
	8
A survey on artificial intelligence in histopathology image analysis	8
A geometric framework for outlier detection in high‐dimensional data	8
A Conceptual Framework for Human‐Centric and Semantics‐Based Explainable Event Detection	8
A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection	7
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	6
AI‐Assisted Literature Review: Integrating Visualization and Geometric Features for Insightful Analysis	6
	6
Use of artificial intelligence algorithms to predict systemic diseases from retinal images	6
Multimodal emotion recognition: A comprehensive review, trends, and challenges	6

Issue Information	6
Geospatial Data Clustering in Network Space: A Survey	6
A review on multimodal zero‐shot learning	6
Machine learning in postgenomic biology and personalized medicine	6
	5
Application‐Based Review of Soft Computational Methods to Enhance Industrial Practices Abetted by the Patent Landscape Analysis	5
From Traditional to Foundation Models: A Survey for Land Use and Land Cover Hyperspectral Image Classification	5
Neuromorphic Computing and Applications: A Topical Review	5
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	5
Statistical and Machine Learning Approaches for Electrical Energy Forecasting	5
Issue Information	5
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	5
Knowledge Graph for Solubility Big Data: Construction and Applications	5
A review on client selection models in federated learning	5
Issue Information	4
Addressing privacy concerns with wearable health monitoring technology	4
A survey on datasets for fairness‐aware machine learning	4
A Comprehensive Survey of Argument Mining in the Educational Domain: Techniques, Applications, and Future Directions	4
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	4
Issue Information	4
The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction	4
Artificial Intelligence Techniques Enabled Soil Moisture Estimation Frameworks Using Remote Sensing Satellite Images: Challenges and Future Directions‐ Review	3
From 3D point‐cloud data to explainable geometric deep learning: State‐of‐the‐art and future challenges	3
Using Machine Learning for Systematic Literature Review Case in Point: Agile Software Development	3
Machine Learning and Deep Learning Techniques to Detect Mental Stress Using Various Physiological Signals: A Critical Insight	3
Issue Information	3
A survey on artificial intelligence in pulmonary imaging	3
Artificial intelligence for climate change adaptation	3
ICT‐Driven Data Mining Analysis in Civil Engineering: A Scientometric Review	3
Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review	3
A systematic review of Green AI	2
A Systematic Review on Process Mining for Curricular Analysis	2
Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review	2
Algorithmic Profiling and Facial Recognition in EU Border Control: Examining ETIAS Decision‐Making, Privacy and Law	2
XAI ‐Guided Continual Learning: Rationale, Methods, and Future Directions	2
A survey of online video advertising	2
A Review of Unlabeled and Imbalanced Data Challenges in Machine Learning: Strategies and Solutions	2
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology	2
The “Curious Case of Contexts” in Retrieval‐Augmented Generation With a Combination of Labeled and Unlabeled Data	2
Data and text mining from online reviews: An automatic literature analysis	2
Gaining insights in datasets in the shade of “garbage in, garbage out” rationale: Feature space distribution fitting	2
Towards federated learning: An overview of methods and applications	2
Establishment and implementation of a clinical application and research database for surgical robots in China	2
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	2
The Role of Causality in Explainable Artificial Intelligence	2
Review of automated time series forecasting pipelines	2
	2
Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans	2
A systematic review on detection and adaptation of concept drift in streaming data using machine learning techniques	2
Business Analytics in Customer Lifetime Value: An Overview Analysis	2
A comprehensive survey of personal knowledge graphs	2