OOIR: Observatory of International Research

Papers

(The TQCC of Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery is 9. 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 artificial intelligence in histopathology image analysis	27
Deepfake detection using deep learning methods: A systematic and comprehensive review	27
A survey on federated learning in data mining	27
A review on data fusion in multimodal learning analytics and educational data mining	26
Review of automated time series forecasting pipelines	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
Review on publicly available datasets for educational data mining	21
Review of artificial intelligence‐based question‐answering systems in healthcare	21
A survey of biodiversity informatics: Concepts, practices, and challenges	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
Deep learning in histopathology: A review	16
Introduction to neural network‐based question answering over knowledge graphs	16
Process mining applications in the healthcare domain: A comprehensive review	16
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
Explaining artificial intelligence with visual analytics in healthcare	14
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia	13
Artificial intelligence for climate change adaptation	13
Detecting communities using social network analysis in online learning environments: Systematic literature review	13
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
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
Dynamical algorithms for data mining and machine learning over dynamic graphs	11
Machine learning and blockchain technologies for cybersecurity in connected vehicles	11
A 2021 update on cancer image analytics with deep learning	11
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
Filter bubbles in recommender systems: Fact or fallacy—A systematic review	10
Subgraph mining in a large graph: A review	9
Scholarly data mining: A systematic review of its applications	9
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