OOIR: Observatory of International Research

Papers

(The H4-Index of Big Data Research is 17. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	120
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	105
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	92
Data Stream Classification Based on Extreme Learning Machine: A Review	82
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	77
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	42
MIND: A metadata-driven INgestion design pattern for efficient data ingestion	29
DEDSTA – An Algorithm of Density Estimation for Data Streams with Trend	26
Improved Tesseract optical character recognition performance on Thai document datasets	26
An integrating multi-scale and multi-deep architectures for facial expression recognition system to predict mental health status	24
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	24
A multiscale electricity theft detection model based on feature engineering	24
Deep attention dynamic representation learning networks for recommender system review modeling	21
Hourglass pattern matching for deep aware neural network text recommendation model	20
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	18
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	18
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	17
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	17