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 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
A survey of pattern mining in dynamic graphs	19
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
Review of automated time series forecasting pipelines	18
A survey on federated learning in data mining	18
Critical insights into modern hyperspectral image applications through deep learning	17
A survey on artificial intelligence in histopathology image analysis	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
Privacy preserving big data analytics: A critical analysis of state‐of‐the‐art	15
Themes in data mining, big data, and crime analytics	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
Scholarly data mining: A systematic review of its applications	8
Table understanding approaches for extracting knowledge from heterogeneous tables	8
Subgraph mining in a large graph: A review	7
Machine intelligence in dynamical systems: \A state‐of‐art review	7
A review on multimodal zero‐shot learning	7
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia	7
Gaining insights in datasets in the shade of “garbage in, garbage out” rationale: Feature space distribution fitting	7
Data and text mining from online reviews: An automatic literature analysis	7
A review of bus arrival time prediction using artificial intelligence	6
Predicting the ratings of Amazon products using Big Data	6
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions	6
Privacy protection in smart meters using homomorphic encryption: An overview	6
Discovery of behavioral patterns in online social commerce practice	6
Data‐driven approach to application programming interface documentation mining: A review	6
Foundational ontologies, ontology‐driven conceptual modeling, and their multiple benefits to data mining	6
Multivariate temporal data analysis ‐ a review	5
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	5
Uncertainty quantification for multilabel text classification	5
Automatic question generation	4
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance	4

Deepfake attribution: On the source identification of artificially generated images	4
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	4
A survey on machine learning based light curve analysis for variable astronomical sources	4
Deep learning based image steganography: A review	4
Predicting disease‐associated genes: Computational methods, databases, and evaluations	4
Table understanding: Problem overview	3
Sentiment analysis using fuzzy logic: A comprehensive literature review	3
Privacy preserving classification over differentially private data	3
Mining text from natural scene and video images: A survey	3
DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis	3
Machine learning and blockchain technologies for cybersecurity in connected vehicles	3
Machine learning in postgenomic biology and personalized medicine	3
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022	3
A novel methodology for Arabic news classification	3
Big data analytics in single‐cell transcriptomics: Five grand opportunities	2
A survey on artificial intelligence in pulmonary imaging	2
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	2
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective	2
Data mining for energy systems: Review and prospect	2
Deepfake detection using deep learning methods: A systematic and comprehensive review	2
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics	2
Mining the online infosphere: A survey	1
Incorporating domain ontology information into clustering in heterogeneous networks	1
A comprehensive survey of personal knowledge graphs	1
Short‐term photovoltaic power forecasting with adaptive stochastic configuration network ensemble	1
Investigation of PM₁₀ prediction utilizing data mining techniques: Analyze by topic	1
Open source intelligence extraction for terrorism‐related information: A review	1
Overview of accurate coresets	1
Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms	1
The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis	1
ExplainFix: Explainable spatially fixed deep networks	1
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	1
Publisher's Note: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov. 9, e1278 (2019). https://doi.org/10.1	1
Unsupervised EHR‐based phenotyping via matrix and tensor decompositions	1
Use of artificial intelligence algorithms to predict systemic diseases from retinal images	1
	1
Computational resources in healthcare	1
Machine learning methods for generating high dimensional discrete datasets	1
Critical review of bio‐inspired data optimization techniques: An image steganalysis perspective	1