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 2020-04-01 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
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
TrCSVM: a novel approach for the classification of melanoma skin cancer using transfer learning	7
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
Mutation reduction in software mutation testing using firefly optimization 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
ELECTRE tree: a machine learning approach to infer ELECTRE Tri-B parameters	3
Recognition and labeling of faults in wind turbines with a density-based clustering algorithm	3
An algorithm to elicitate ELECTRE II, III and IV parameters	3
Decision tree-based classification in coastal area integrating polarimetric SAR and optical data	3
Embedding based learning for collection selection in federated search	3
Enhancement of low voltage ride-through ability of the photovoltaic array aided by the MPPT algorithm connected with wind turbine	3
Incremental learning for text categorization using rough set boundary based optimized Support Vector Neural Network	3
Modular framework for similarity-based dataset discovery using external knowledge	3
Contour- and Texture-based analysis for victim identification in forensic odontology	3
An improved density-based approach to risk assessment on railway investment	3
Who is the boss? Identifying key roles in telecom fraud network via centrality-guided deep random walk	3
CommunityGCN: community detection using node classification with graph convolution network	3
Recognizing ragas of Carnatic genre using advanced intelligence: a classification system for Indian music	3
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers	3
Gift giving via social network services: the case of a WeChat mini-program used in China	3
Electrocardiogram stream level correlated patterns as features to classify heartbeats for arrhythmia prediction	3
Distributed elephant herding optimization for grid-based privacy association rule mining	3
Artificial intelligence technologies for more flexible recommendation in uniforms	2
Cancer data classification by quantum-inspired immune clone optimization-based optimal feature selection using gene expression data: deep learning approach	2
Social recruiting: an application of social network analysis for preselection of candidates	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
A deep neural networks-based fusion model for COVID-19 rumor detection from online social media	2
SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings	2
Analyzing the structure of tourism destination network based on digital footprints: taking Guilin, China as a case	2
Credit default swap prediction based on generative adversarial networks	2
Data repair of density-based data cleaning approach using conditional functional dependencies	2
Assessment of national innovation capabilities of OECD countries using trapezoidal interval type-2 fuzzy ELECTRE III method	2
Taylor-rider-based deep convolutional neural network for image forgery detection in 3D lighting environment	2
Chicken swarm foraging algorithm for big data classification using the deep belief network classifier	2
Utility optimization-based multi-stakeholder personalized recommendation system	2
Explanatory Q&A recommendation algorithm in community question answering	2

The influence of public health information sharing on social media during the early COVID-19 outbreak	2
Dynamic Distributed and Parallel Machine Learning algorithms for big data mining processing	1
Analyzing students' attention by gaze tracking and object detection in classroom teaching	1
Product competitiveness analysis from the perspective of customer perceived helpfulness: a novel method of information fusion research	1
A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia	1
Data access as a big competitive advantage: evidence from China's car-hailing platforms	1
Computational implementation and formalism of FAIR data stewardship principles	1
Data mining–based stock price prediction using hybridization of technical and fundamental analysis	1
A novel speech emotion recognition model using mean update of particle swarm and whale optimization-based deep belief network	1
A scalable eigenspace-based fuzzy c-means for topic detection	1
ABEE: automated bio entity extraction from biomedical text documents	1
An optimization-based deep belief network for the detection of phishing e-mails	1
Content analysis-based documentation and exploration of research articles	1
Robust cross-lingual knowledge base question answering via knowledge distillation	1
Multimodal Fast–Slow Neural Network for learning engagement evaluation	1
Conversational interfaces for unconventional access to business relational data structures	1
The relative decision-making algorithm for ranking data	1
Predicting agricultural and livestock products purchases using the Internet search index and data mining techniques	1
Improving anti-money laundering in bitcoin using evolving graph convolutions and deep neural decision forest	1
Characterization of path loss model for wireless communication channel modelling	1
Optimal support vector machine and hybrid tracking model for behaviour recognition in highly dense crowd videos	1
TMsDP: two-stage density peak clustering based on multi-strategy optimization	1
Construction of public security indicators based on characteristics of shared group behavior patterns	1
Constructing economic taxonomy reflecting firm relationships based on news reports	1
Measuring semantic distances using linked open data and its application on music recommender systems	1
A cascaded deep-learning-based model for face mask detection	1
Machine learning approaches for prediction of ovarian cancer driver genes from mutational and network analysis	1
An incentive mechanism-based framework to assure the quality of self-organizing peer review in preprint	1
Do SEC filings indicate any trends? Evidence from the sentiment distribution of forms 10-K and 10-Q with FinBERT	1
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process	1
Population estimation using Twitter for a specific space	1
A model of image retrieval based on KD-Tree Random Forest	1
Risk assessment in machine learning enhanced failure mode and effects analysis	1
Research on the generalization of social bot detection from two dimensions: feature extraction and detection approaches	1
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble	1
An efficient local search for large-scale set-union knapsack problem	1
TikTok app usage behavior: the role of hedonic consumption experiences	1
Transfer learning for hostel image classification	1
Topic optimization–incorporated collaborative recommendation for social tagging	1