OOIR: Observatory of International Research

Papers

(The median citation count of Data Technologies and Applications 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 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
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
Property Assertion Constraints for ontologies and knowledge graphs	6
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
Savitar: an intelligent sign language translation approach for deafness and dysphonia in the COVID-19 era	5
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
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
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
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
Identifying surface points based on machine learning algorithms: a comprehensive analysis	2
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning	2
A Bayesian Inference-based approach for extracting driving data with implicit intention	2
An Argentine ant system algorithm for partial set covering problem	2
Collaboration and interaction with smart mechanisms in flipped classrooms	2
Utility optimization-based multi-stakeholder personalized recommendation system	2
Hybrid data analytic technique for grading fairness	2
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
Effect of eWom on purchase intention: meta-analysis	2
Exploring the effectiveness of word embedding based deep learning model for improving email classification	2
Recognition and labeling of faults in wind turbines with a density-based clustering algorithm	2
TMsDP: two-stage density peak clustering based on multi-strategy optimization	2
Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task	1
An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science	1
Deep learning-based detection of tax frauds: an application to property acquisition tax	1
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks	1
A multi-objective approach to determining the usefulness of papers in academic search	1
Constructing economic taxonomy reflecting firm relationships based on news reports	1
On the differences between CNNs and vision transformers for COVID-19 diagnosis using CT and chest x-ray mono- and multimodality	1
A model of image retrieval based on KD-Tree Random Forest	1
Light field image coding using a residual channel attention network–based view synthesis	1
A cascaded deep-learning-based model for face mask detection	1
A novel semi-supervised self-training method based on resampling for Twitter fake account identification	1
Disentangling the market reaction to corporate data breach events: a configurational approach	1
False alarm detection in intensive care unit for monitoring arrhythmia condition using bio-signals	1

Joint modeling method of question intent detection and slot filling for domain-oriented question answering system	1
A robust framework for shoulder implant X-ray image classification	1
Sleep arousal detection for monitoring of sleep disorders using one-dimensional convolutional neural network-based U-Net and bio-signals	1
Novel framework for learning performance prediction using pattern identification and deep learning	1
Credit default swap prediction based on generative adversarial networks	1
Conversational interfaces for unconventional access to business relational data structures	1
Identifying business information through deep learning: analyzing the tender documents of an Internet-based logistics bidding platform	1
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	1
A DCV performance in IAQ services during COVID-19: a study of the contractor in Malaysia	1
Using the playful consumption experience model to uncover behavioral intention to play Multiplayer Online Battle Arena (MOBA) games	1
A novel similarity measure SF-IPF for CBKNN with implicit feedback data	1