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 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
A multi-objective approach to determining the usefulness of papers in academic search	14
Effect of eWom on purchase intention: meta-analysis	14
Internet public opinion dissemination mechanism of COVID-19: evidence from the Shuanghuanglian event	13
Privacy-preserving techniques in recommender systems: state-of-the-art review and future research agenda	13
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
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
Systematic literature review of sentiment analysis in the Spanish language	9
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
An effective recommender system based on personality traits, demographics and behavior of customers in time context	8
Self-efficacy and continuance intention of Web 2.0 platforms: a meta-analysis	7
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
Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017	6
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
An improved density-based approach to risk assessment on railway investment	5
Utility optimization-based multi-stakeholder personalized recommendation system	5
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
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
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
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