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 2020-11-01 to 2024-11-01.)

Article	Citations
Explainable artificial intelligence: an analytical review	298
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges	150
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges	99
A critical review of state‐of‐the‐art chatbot designs and applications	97
A systematic review of Green AI	66
A survey on datasets for fairness‐aware machine learning	62
Methods and tools for causal discovery and causal inference	54
Validation of cluster analysis results on validation data: A systematic framework	47
Multimodal sentimental analysis for social media applications: A comprehensive review	45
Data stream analysis: Foundations, major tasks and tools	41
Text‐based question answering from information retrieval and deep neural network perspectives: A survey	38
The role ofAIfor developing digital twins in healthcare: The case of cancer care	34
Interpretable and explainable machine learning: A methods‐centric overview with concrete examples	32
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review	30
A survey on federated learning in data mining	27
A survey on artificial intelligence in histopathology image analysis	27
Deepfake detection using deep learning methods: A systematic and comprehensive review	27
Review of automated time series forecasting pipelines	26
A review on data fusion in multimodal learning analytics and educational data mining	26
Time series analysis via network science: Concepts and algorithms	25
A comprehensive review on updating concept lattices and its application in updating association rules	25
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota	22
A survey of biodiversity informatics: Concepts, practices, and challenges	21
Review on publicly available datasets for educational data mining	21
Review of artificial intelligence‐based question‐answering systems in healthcare	21

Critical insights into modern hyperspectral image applications through deep learning	20
Themes in data mining, big data, and crime analytics	19
Predicting land surface temperature with geographically weighed regression and deep learning	17
Process mining applications in the healthcare domain: A comprehensive review	16
Deep learning in histopathology: A review	16
Introduction to neural network‐based question answering over knowledge graphs	16
Explaining artificial intelligence with visual analytics in healthcare	14
Taxonomy of machine learning paradigms: A data‐centric perspective	14
A review on multimodal zero‐shot learning	14
Data mining in predictive maintenance systems: A taxonomy and systematic review	14
Detecting communities using social network analysis in online learning environments: Systematic literature review	13
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia	13
Artificial intelligence for climate change adaptation	13
Over‐optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results	12
Table understanding approaches for extracting knowledge from heterogeneous tables	12
Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works	12
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022	12
Machine learning and blockchain technologies for cybersecurity in connected vehicles	11
A 2021 update on cancer image analytics with deep learning	11
Dynamical algorithms for data mining and machine learning over dynamic graphs	11
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	10
Deepfake attribution: On the source identification of artificially generated images	10
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions	10
Trending machine learning models in cyber‐physical building environment: A survey	10
Machine intelligence in dynamical systems: \A state‐of‐art review	10
The development of regional smart energy systems in the World and China: The concepts, practices, and a new perspective	9
A comprehensive review on Arabic word sense disambiguation for natural language processing applications	9
Subgraph mining in a large graph: A review	9
Scholarly data mining: A systematic review of its applications	9
Discovery of behavioral patterns in online social commerce practice	8
Deep learning based image steganography: A review	8
Data and text mining from online reviews: An automatic literature analysis	8
On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis	8
Sentiment analysis using fuzzy logic: A comprehensive literature review	8
A review of bus arrival time prediction using artificial intelligence	8
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective	7
Gaining insights in datasets in the shade of “garbage in, garbage out” rationale: Feature space distribution fitting	7
Predicting the ratings of Amazon products using Big Data	7
Multivariate temporal data analysis ‐ a review	7
A white paper on good research practices in benchmarking: The case of cluster analysis	7
Table understanding: Problem overview	6
Privacy protection in smart meters using homomorphic encryption: An overview	6
Foundational ontologies, ontology‐driven conceptual modeling, and their multiple benefits to data mining	6
A survey on machine learning based light curve analysis for variable astronomical sources	6
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology	6
Predictive machine learning in optimizing the performance of electric vehicle batteries: Techniques, challenges, and solutions	5
A survey on artificial intelligence in pulmonary imaging	5
UnsupervisedEHR‐based phenotyping via matrix and tensor decompositions	5
DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis	5
Multispectral data mining: A focus on remote sensing satellite images	5

Machine learning in postgenomic biology and personalized medicine	4
Short‐term photovoltaic power forecasting with adaptive stochastic configuration network ensemble	4
Privacy preserving classification over differentially private data	4
Overview of accurate coresets	4
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics	4
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance	4
Big data analytics in single‐cell transcriptomics: Five grand opportunities	4
A novel methodology for Arabic news classification	4
Towards federated learning: An overview of methods and applications	3
A comprehensive survey of personal knowledge graphs	3
Mining text from natural scene and video images: A survey	3
Epidemiological challenges in pandemic coronavirus disease (COVID‐19): Role of artificial intelligence	2
The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis	2
Data mining for energy systems: Review and prospect	2
A literature review on satellite image time series forecasting: Methods and applications for remote sensing	2
The use of gene expression datasets in feature selection research: 20 years of inherent bias?	2
Computational resources in healthcare	2
Machine learning methods for generating high dimensional discrete datasets	2
Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms	2
Research on mining software repositories to facilitate refactoring	2
Medical intelligence for anxiety research: Insights from genetics, hormones, implant science, and smart devices with future strategies	1
	1
Knowledge graph‐driven data processing for business intelligence	1
Bias in human data: A feedback from social sciences	1
Navigating the metaverse: A technical review of emerging virtual worlds	1
A review on client selection models in federated learning	1
Mining the online infosphere: A survey	1
A topic modeling‐based bibliometric exploration of automatic summarization research	1
Corporate investment prediction using a weighted temporal graph neural network	1
ExplainFix: Explainable spatially fixed deep networks	1
Investigation ofPM₁₀prediction utilizing data mining techniques: Analyze by topic	1
Open source intelligence extraction for terrorism‐related information: A review	1
Critical review of bio‐inspired data optimization techniques: An image steganalysis perspective	1
Incorporating domain ontology information into clustering in heterogeneous networks	1
Use of artificial intelligence algorithms to predict systemic diseases from retinal images	1
The benefits and dangers of using machine learning to support making legal predictions	1
	1
The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction	1
Comparing programming languages for data analytics: Accuracy of estimation in Python and R	1