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 2020-11-01 to 2024-11-01.)

Article	Citations
A systematic review of machine learning-based missing value imputation techniques	32
Bölen: software module clustering method using the combination of shuffled frog leaping and genetic algorithm	22
M-GAN-XGBOOST model for sales prediction and precision marketing strategy making of each product in online stores	18
Structural equation modeling and artificial neural networks approach to predict continued use of mobile taxi booking apps: the mediating role of hedonic motivation	17
Effect of eWom on purchase intention: meta-analysis	14
A multi-objective approach to determining the usefulness of papers in academic search	14
Privacy-preserving techniques in recommender systems: state-of-the-art review and future research agenda	13
Internet public opinion dissemination mechanism of COVID-19: evidence from the Shuanghuanglian event	13
Classification of electrocardiogram signal using an ensemble of deep learning models	12
An error-propagation aware method to reduce the software mutation cost using genetic algorithm	12
Using the playful consumption experience model to uncover behavioral intention to play Multiplayer Online Battle Arena (MOBA) games	12
Gradient boosting learning for fraudulent publisher detection in online advertising	12
Systematic literature review of sentiment analysis in the Spanish language	9
An effective recommender system based on personality traits, demographics and behavior of customers in time context	8
Knowledge discovery in research on domestic violence: an overview of the last fifty years	8
An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science	8
Impact on recommendation performance of online review helpfulness and consistency	8
A robust framework for shoulder implant X-ray image classification	8
Self-efficacy and continuance intention of Web 2.0 platforms: a meta-analysis	7
Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017	6
A novel semi-supervised self-training method based on resampling for Twitter fake account identification	6
Analyzing online discussion data for understanding the student's critical thinking	6
Attack detection in medical Internet of things using optimized deep learning: enhanced security in healthcare sector	6
Exploring the effectiveness of word embedding based deep learning model for improving email classification	6
An improved density-based approach to risk assessment on railway investment	5

Utility optimization-based multi-stakeholder personalized recommendation system	5
Techniques to detect terrorists/extremists on the dark web: a review	5
Between comments and repeat visit: capturing repeat visitors with a hybrid approach	5
Feature distillation and accumulated selection for automated fraudulent publisher classification from user click data of online advertising	5
Deep learning-based detection of tax frauds: an application to property acquisition tax	5
Taylor-rider-based deep convolutional neural network for image forgery detection in 3D lighting environment	4
The influence of public health information sharing on social media during the early COVID-19 outbreak	4
A scalable eigenspace-based fuzzy c-means for topic detection	4
Decision tree-based classification in coastal area integrating polarimetric SAR and optical data	4
Contour- and Texture-based analysis for victim identification in forensic odontology	4
TikTok app usage behavior: the role of hedonic consumption experiences	4
Analyzing the structure of tourism destination network based on digital footprints: taking Guilin, China as a case	3
Recognition and labeling of faults in wind turbines with a density-based clustering algorithm	3
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers	3
Assessment of national innovation capabilities of OECD countries using trapezoidal interval type-2 fuzzy ELECTRE III method	3
Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach	3
Social recruiting: an application of social network analysis for preselection of candidates	3
ELECTRE tree: a machine learning approach to infer ELECTRE Tri-B parameters	3
Credit default swap prediction based on generative adversarial networks	3
Machine learning approaches for prediction of ovarian cancer driver genes from mutational and network analysis	3
A review of data mining ontologies	3
Technical trends of artificial intelligence in standard-essential patents	3
CommunityGCN: community detection using node classification with graph convolution network	3
Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI	3
Modular framework for similarity-based dataset discovery using external knowledge	3
Artificial intelligence technologies for more flexible recommendation in uniforms	3
SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings	3
Who is the boss? Identifying key roles in telecom fraud network via centrality-guided deep random walk	3
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	2
A collaborative trend prediction method using the crowdsourced wisdom of web search engines	2
Multimodal Fast–Slow Neural Network for learning engagement evaluation	2
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	2
Social support on Reddit for antiretroviral therapy	2
Analyzing students' attention by gaze tracking and object detection in classroom teaching	2
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	2
Data repair of density-based data cleaning approach using conditional functional dependencies	2
Transfer learning for hostel image classification	2
Dynamic Distributed and Parallel Machine Learning algorithms for big data mining processing	2
A model of image retrieval based on KD-Tree Random Forest	2
Data mining–based stock price prediction using hybridization of technical and fundamental analysis	2
A cascaded deep-learning-based model for face mask detection	2
Using photographs and metadata to estimate house prices in South Korea	2
Predicting agricultural and livestock products purchases using the Internet search index and data mining techniques	2
An efficient local search for large-scale set-union knapsack problem	2
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	2
A deep neural networks-based fusion model for COVID-19 rumor detection from online social media	2
A hybrid learning method for distinguishing lung adenocarcinoma and squamous cell carcinoma	2
Music sentiment classification based on an optimized CNN-RF-QPSO model	2
3MO-AHP: an inconsistency reduction approach through mono-, multi- or many-objective quality measures	2
Collaboration and interaction with smart mechanisms in flipped classrooms	2

Machine learning methods for results merging in patent retrieval	2
Giving life to dead: role of WayBack Machine in recovery of dead URLs	1
TMsDP: two-stage density peak clustering based on multi-strategy optimization	1
A new method based on ensemble time series for fast and accurate clustering	1
AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features	1
Construction of public security indicators based on characteristics of shared group behavior patterns	1
Content analysis-based documentation and exploration of research articles	1
Practice challenge recommendations in online judge using implicit rating extraction and utility sequence patterns	1
Population estimation using Twitter for a specific space	1
An assessment of noise variance estimations in Bayes threshold denoising under stationary wavelet domain on brain lesions and tumor MRIs	1
Joint modeling method of question intent detection and slot filling for domain-oriented question answering system	1
Risk assessment in machine learning enhanced failure mode and effects analysis	1
Optimal support vector machine and hybrid tracking model for behaviour recognition in highly dense crowd videos	1
A hybrid approach for predicting missing follower–followee links in social networks using topological features with ensemble learning	1
A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing	1
ABEE: automated bio entity extraction from biomedical text documents	1
Do SEC filings indicate any trends? Evidence from the sentiment distribution of forms 10-K and 10-Q with FinBERT	1
Conversational interfaces for unconventional access to business relational data structures	1
A meta-analysis of social commerce adoption and the moderating effect of culture	1
Improving anti-money laundering in bitcoin using evolving graph convolutions and deep neural decision forest	1
Constructing economic taxonomy reflecting firm relationships based on news reports	1
Robust cross-lingual knowledge base question answering via knowledge distillation	1
Sleep arousal detection for monitoring of sleep disorders using one-dimensional convolutional neural network-based U-Net and bio-signals	1
Measuring semantic distances using linked open data and its application on music recommender systems	1
A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection	1
Data access as a big competitive advantage: evidence from China's car-hailing platforms	1
An incentive mechanism-based framework to assure the quality of self-organizing peer review in preprint	1