OOIR: Observatory of International Research

Papers

(The TQCC of Data Technologies and Applications is 3. 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
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	26
An assessment of noise variance estimations in Bayes threshold denoising under stationary wavelet domain on brain lesions and tumor MRIs	22
Data repair of density-based data cleaning approach using conditional functional dependencies	22
A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia	20
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	17
Early identification of high attention content for online mental health community users based on multi-level fusion model	13
Exploring cross-cultural disparities in tourists' perceived images: a text mining and sentiment analysis study using LDA and BERT-BILSTM models	10
Blockchain solutions for scientific paper peer review: a systematic mapping of the literature	10
TCE-DBF: textual context enhanced dynamic bimodal fusion for hate video detection	9
Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI	8
Tracking the size of the estimation window in time-series data	8
Analyzing online discussion data for understanding the student's critical thinking	7
Ranking the ontology development methodologies using the weighted decision matrix	7
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	7
Property Assertion Constraints for ontologies and knowledge graphs	6
Multi-relation global context learning for session-based recommendation	6
Decision tree-based classification in coastal area integrating polarimetric SAR and optical data	6
Community relations discovery methods for users in Fancircle based on sentiment analysis in China	6
Savitar: an intelligent sign language translation approach for deafness and dysphonia in the COVID-19 era	5
A collaborative trend prediction method using the crowdsourced wisdom of web search engines	5
ABEE: automated bio entity extraction from biomedical text documents	5
Harmonized system code classification using supervised contrastive learning with sentence BERT and multiple negative ranking loss	5
Techniques to detect terrorists/extremists on the dark web: a review	5
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers	4
Transfer learning for hostel image classification	4

The influence of public health information sharing on social media during the early COVID-19 outbreak	4
Analyzing students' attention by gaze tracking and object detection in classroom teaching	4
A novel word-graph-based query rewriting method for question answering	4
BiGRU-CNN-AT: classifiying emotion on social media	4
Using pretraining and text mining methods to automatically extract the chemical scientific data	4
A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection	4
Analysis of CEO career patterns using machine learning: taking US university graduates as an example	4
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	3
CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method	3
TikTok app usage behavior: the role of hedonic consumption experiences	3
Research data management and FAIR compliance through popular research data repositories: an exploratory study	3
Risk assessment in machine learning enhanced failure mode and effects analysis	3
Channel attention-based spatial-temporal graph neural networks for traffic prediction	3
Measuring land lot shapes for property valuation	3
A new method based on ensemble time series for fast and accurate clustering	3
Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)	3
Visualization algorithm based on FDR control testing for dimension reduction of textual data	3
Text mining the mission statements of the most ethical companies	3
Construction of public security indicators based on characteristics of shared group behavior patterns	3
SanMove: next location recommendation via self-attention network	3
ID-SF-Fusion: a cooperative model of intent detection and slot filling for natural language understanding	3
Social recruiting: an application of social network analysis for preselection of candidates	3
Analysis of automated guided vehicles performance based on process mining techniques	3
A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach	3
Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach	3