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 2022-05-01 to 2026-05-01.)

Article	Citations
Deep-shallow feature fusion for assessing document image quality	25
Early identification of high attention content for online mental health community users based on multi-level fusion model	25
A privacy-preserving model for multi-party semi-supervised knowledge transfer	19
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	14
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	14
TCE-DBF: textual context enhanced dynamic bimodal fusion for hate video detection	13
Tracking the size of the estimation window in time-series data	12
Blockchain solutions for scientific paper peer review: a systematic mapping of the literature	11
Roles of topic features in perceived helpfulness of online company reviews	9
Exploring cross-cultural disparities in tourists' perceived images: a text mining and sentiment analysis study using LDA and BERT-BILSTM models	7
Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI	7
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	7
HOG-GRU: a novel multi-modal water level forecasting model integrating satellite imagery and reservoir operation data	6
Analysis of CEO career patterns using machine learning: taking US university graduates as an example	6
Community relations discovery methods for users in Fancircle based on sentiment analysis in China	6
Harmonized system code classification using supervised contrastive learning with sentence BERT and multiple negative ranking loss	6
Multi-relation global context learning for session-based recommendation	6
Property Assertion Constraints for ontologies and knowledge graphs	6
BiGRU-CNN-AT: classifiying emotion on social media	5
ABEE: automated bio entity extraction from biomedical text documents	5
TikTok app usage behavior: the role of hedonic consumption experiences	4
ID-SF-Fusion: a cooperative model of intent detection and slot filling for natural language understanding	4
A novel word-graph-based query rewriting method for question answering	4
Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)	4
Analyzing students' attention by gaze tracking and object detection in classroom teaching	4

Savitar: an intelligent sign language translation approach for deafness and dysphonia in the COVID-19 era	4
A new method based on ensemble time series for fast and accurate clustering	4
A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection	4
Publisher’s Note	4
Visualization algorithm based on FDR control testing for dimension reduction of textual data	3
Risk assessment in machine learning enhanced failure mode and effects analysis	3
Research data management and FAIR compliance through popular research data repositories: an exploratory study	3
Analysis of automated guided vehicles performance based on process mining techniques	3
CGDSClass: a sensitive personal information detection and classification solution for Chinese open government data	3
Vertical federated process mining framework for inter-organizational supply chain process discovery	3
A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach	2
TMsDP: two-stage density peak clustering based on multi-strategy optimization	2
The data-driven emergence of online opinion leaders: telecommunication fraud in Northern Myanmar	2
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
Construction of public security indicators based on characteristics of shared group behavior patterns	2
A Bayesian Inference-based approach for extracting driving data with implicit intention	2
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning	2
Light field image coding using a residual channel attention network–based view synthesis	2
Channel attention-based spatial-temporal graph neural networks for traffic prediction	2
Fighting disinformation with AI tools: datasets for detecting fake news on climate change and the Russian invasion of Ukraine	2
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	2
Hierarchical deep reinforcement learning for real-time tactical decision-making in team sports	2
CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method	2
Collaboration and interaction with smart mechanisms in flipped classrooms	2
Measuring land lot shapes for property valuation	2
SanMove: next location recommendation via self-attention network	2
Identifying surface points based on machine learning algorithms: a comprehensive analysis	2
PGRC: an explainable recommendation method enhanced by knowledge graph and reinforcement learning	1
Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task	1
A DCV performance in IAQ services during COVID-19: a study of the contractor in Malaysia	1
Interpretable deep learning for anticipating length of stay in Wuhan: a comparative analysis before and during the COVID-19 pandemic	1
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks	1
Identifying business information through deep learning: analyzing the tender documents of an Internet-based logistics bidding platform	1
A novel neural network architecture and cross-model transfer learning for multi-task autonomous driving	1
A cascaded deep-learning-based model for face mask detection	1
A novel similarity measure SF-IPF for CBKNN with implicit feedback data	1
A model of image retrieval based on KD-Tree Random Forest	1
Improve Arabic–English translation using Arabic Language Attention Transformer	1
A dynamic development of a herbal ontology: enhancing the safe use of medicinal plants	1
False alarm detection in intensive care unit for monitoring arrhythmia condition using bio-signals	1
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	1
Emotionally-tagged video database: a systematic review	1
Analyzing audiovisual data for understanding user's emotion in human−computer interaction environment	1
Forecasting high-quality patents from the perspective of technology convergence	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
Over-sampling ensemble methods for class imbalanced datasets	1
UniPercepNet-S: a lightweight dual-task framework with attention mechanisms for real-time object detection and instance segmentation	1
SeaRank: relevance prediction based on click models in a reinforcement learning framework	1
Joint modeling method of question intent detection and slot filling for domain-oriented question answering system	1

Disentangling the market reaction to corporate data breach events: a configurational approach	1
A knowledge graph analysis tool of people and organizations to facilitate digital humanities research	1
LawRAG: Indonesian legal document retrieval-augmented generation with specialized chunking and reranking strategies	1
Using weighted features to predict questions’ answerability in question and answer communities	1
On the differences between CNNs and vision transformers for COVID-19 diagnosis using CT and chest x-ray mono- and multimodality	1