OOIR: Observatory of International Research

Papers

(The H4-Index of Big Data Research is 19. 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 2022-01-01 to 2026-01-01.)

Article	Citations
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	133
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	88
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	80
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	72
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	69
Improved Tesseract optical character recognition performance on Thai document datasets	66
Data Stream Classification Based on Extreme Learning Machine: A Review	56
Deep attention dynamic representation learning networks for recommender system review modeling	54
A multiscale electricity theft detection model based on feature engineering	53
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	48
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	47
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	33
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	27
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	25
Hourglass pattern matching for deep aware neural network text recommendation model	25
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	23
Visual Analytics of Trajectories with RoseTrajVis	22
Editorial Board	21
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	20
Complex data in tourism analysis: A stochastic approach to price competition	19