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 2021-04-01 to 2025-04-01.)

Article	Citations
A new hybrid fuzzy bio-inspired classifier for cancer detection using cuckoo optimization and hyper-planes	41
A novel word-graph-based query rewriting method for question answering	26
Predicting agricultural and livestock products purchases using the Internet search index and data mining techniques	22
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	17
A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection	16
Collaboration and interaction with smart mechanisms in flipped classrooms	16
A novel twin-support vector machine for binary classification to imbalanced data	13
Identifying surface points based on machine learning algorithms: a comprehensive analysis	10
A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach	10
An incentive mechanism-based framework to assure the quality of self-organizing peer review in preprint	9
Conversational interfaces for unconventional access to business relational data structures	8
A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing	8
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers	7
Using pretraining and text mining methods to automatically extract the chemical scientific data	7
A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia	6
An assessment of noise variance estimations in Bayes threshold denoising under stationary wavelet domain on brain lesions and tumor MRIs	6
Machine learning methods for results merging in patent retrieval	6
The influence of public health information sharing on social media during the early COVID-19 outbreak	6
Data repair of density-based data cleaning approach using conditional functional dependencies	6
Effect of eWom on purchase intention: meta-analysis	6
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	5
Practice challenge recommendations in online judge using implicit rating extraction and utility sequence patterns	5
Analyzing audiovisual data for understanding user's emotion in human−computer interaction environment	5
Modular framework for similarity-based dataset discovery using external knowledge	5
Exploring the effectiveness of word embedding based deep learning model for improving email classification	5

Early identification of high attention content for online mental health community users based on multi-level fusion model	5
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning	4
A novel neural network architecture and cross-model transfer learning for multi-task autonomous driving	4
Recognition and labeling of faults in wind turbines with a density-based clustering algorithm	4
A robust framework for shoulder implant X-ray image classification	4
Utility optimization-based multi-stakeholder personalized recommendation system	4
Analyzing students' attention by gaze tracking and object detection in classroom teaching	4
Topic optimization–incorporated collaborative recommendation for social tagging	3
Social support on Reddit for antiretroviral therapy	3
Hybrid data analytic technique for grading fairness	3
ID-SF-Fusion: a cooperative model of intent detection and slot filling for natural language understanding	3
TCE-DBF: textual context enhanced dynamic bimodal fusion for hate video detection	3
A hybrid approach for predicting missing follower–followee links in social networks using topological features with ensemble learning	3
Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI	3
A new method based on ensemble time series for fast and accurate clustering	3
Exploring cross-cultural disparities in tourists' perceived images: a text mining and sentiment analysis study using LDA and BERT-BILSTM models	3
Tracking the size of the estimation window in time-series data	3
Robust cross-lingual knowledge base question answering via knowledge distillation	3
A cascaded deep-learning-based model for face mask detection	3
Credit default swap prediction based on generative adversarial networks	3
A Bayesian Inference-based approach for extracting driving data with implicit intention	3
Deep understanding of radiology reports: leveraging dynamic convolution in chest X-ray images	3
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
Optimized aspect and self-attention aware LSTM for target-based semantic analysis (OAS-LSTM-TSA)	2
CommunityGCN: community detection using node classification with graph convolution network	2
Deep learning-based detection of tax frauds: an application to property acquisition tax	2
Constructing economic taxonomy reflecting firm relationships based on news reports	2
An information support framework for chain reaction of major emergencies based on causality eventic graph	2
Analyzing online discussion data for understanding the student's critical thinking	2
TikTok app usage behavior: the role of hedonic consumption experiences	2
TMsDP: two-stage density peak clustering based on multi-strategy optimization	2
Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017	2
A hybrid learning method for distinguishing lung adenocarcinoma and squamous cell carcinoma	2
Blockchain solutions for scientific paper peer review: a systematic mapping of the literature	2
Understanding the relationship between normative records of appeals and government hotline order dispatching: a data analysis method	2
3MO-AHP: an inconsistency reduction approach through mono-, multi- or many-objective quality measures	2
Ranking the ontology development methodologies using the weighted decision matrix	2
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	2
An Argentine ant system algorithm for partial set covering problem	2
Novel framework for learning performance prediction using pattern identification and deep learning	1
Visualization algorithm based on FDR control testing for dimension reduction of textual data	1
A model of image retrieval based on KD-Tree Random Forest	1
Improving anti-money laundering in bitcoin using evolving graph convolutions and deep neural decision forest	1
CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method	1
Risk assessment in machine learning enhanced failure mode and effects analysis	1
Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task	1
A systematic review of machine learning-based missing value imputation techniques	1
MD-LDA: a supervised LDA topic model for identifying mechanism of disease in TCM	1
Attack detection in medical Internet of things using optimized deep learning: enhanced security in healthcare sector	1
SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings	1

Between comments and repeat visit: capturing repeat visitors with a hybrid approach	1
Application of deep learning model incorporating domain knowledge in international migration forecasting	1
A hybrid method for forecasting coal price based on ensemble learning and deep learning with data decomposition and data enhancement	1
Data mining–based stock price prediction using hybridization of technical and fundamental analysis	1
Light field image coding using a residual channel attention network–based view synthesis	1
Multi-relation global context learning for session-based recommendation	1
M-GAN-XGBOOST model for sales prediction and precision marketing strategy making of each product in online stores	1
Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach	1
Research data management and FAIR compliance through popular research data repositories: an exploratory study	1
A DCV performance in IAQ services during COVID-19: a study of the contractor in Malaysia	1
Analyzing the structure of tourism destination network based on digital footprints: taking Guilin, China as a case	1
Social recruiting: an application of social network analysis for preselection of candidates	1