OOIR: Observatory of International Research

Papers

(The TQCC of Data Technologies and Applications is 4. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A systematic review of machine learning-based missing value imputation techniques	28
Investigating the repurchase intention of Bitcoin: empirical evidence from China	21
Identifying financial statement fraud with decision rules obtained from Modified Random Forest	17
Structural equation modeling and artificial neural networks approach to predict continued use of mobile taxi booking apps: the mediating role of hedonic motivation	16
Gradient boosting learning for fraudulent publisher detection in online advertising	13
Data science and its relationship to library and information science: a content analysis	13
Classification of electrocardiogram signal using an ensemble of deep learning models	12
M-GAN-XGBOOST model for sales prediction and precision marketing strategy making of each product in online stores	12
Internet public opinion dissemination mechanism of COVID-19: evidence from the Shuanghuanglian event	11
Effect of eWom on purchase intention: meta-analysis	11
Using the playful consumption experience model to uncover behavioral intention to play Multiplayer Online Battle Arena (MOBA) games	10
Self-efficacy and continuance intention of Web 2.0 platforms: a meta-analysis	9
An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science	9
Knowledge discovery in research on domestic violence: an overview of the last fifty years	9
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
Bölen: software module clustering method using the combination of shuffled frog leaping and genetic algorithm	8
Privacy-preserving techniques in recommender systems: state-of-the-art review and future research agenda	8
TrCSVM: a novel approach for the classification of melanoma skin cancer using transfer learning	7
Retrieval performance of Google, Yahoo and Bing for navigational queries in the field of “life science and biomedicine”	7
A robust framework for shoulder implant X-ray image classification	7
Age-specific survival in prostate cancer using machine learning	7
Mutation reduction in software mutation testing using firefly optimization algorithm	6
Impact on recommendation performance of online review helpfulness and consistency	6
Attack detection in medical Internet of things using optimized deep learning: enhanced security in healthcare sector	6

A multi-objective approach to determining the usefulness of papers in academic search	6
Integrated data envelopment analysis and multicriteria decision-making ranking approach based on peer-evaluations and subjective preferences: case study in banking sector	6
An error-propagation aware method to reduce the software mutation cost using genetic algorithm	6
A novel semi-supervised self-training method based on resampling for Twitter fake account identification	5
Between comments and repeat visit: capturing repeat visitors with a hybrid approach	5
Deep learning-based detection of tax frauds: an application to property acquisition tax	5
The discrete Fourier transformation for seasonality and anomaly detection of an application to rare data	5
Techniques to detect terrorists/extremists on the dark web: a review	5
LFOPI controller: a fractional order PI controller based load frequency control in two area multi-source interconnected power system	5
Analyzing online discussion data for understanding the student's critical thinking	5
Using photographs and metadata to estimate house prices in South Korea	5
Feature distillation and accumulated selection for automated fraudulent publisher classification from user click data of online advertising	5
Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017	5
Entity deduplication in big data graphs for scholarly communication	5
Exploring the effectiveness of word embedding based deep learning model for improving email classification	5
A review of data mining ontologies	4
Technical trends of artificial intelligence in standard-essential patents	4
Sequel movie revenue prediction model based on sentiment analysis	4