OOIR: Observatory of International Research

Papers

(The H4-Index of Big Data Research is 18. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	128
Improved Tesseract optical character recognition performance on Thai document datasets	117
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	103
DEDSTA – An algorithm of density estimation for data streams with trend	86
MomentMamba: Efficient collaborative state space modeling for joint video moment retrieval and highlight detection	82
Enhancing shared bicycle management with artificial intelligence: Identifying parking aggregation areas and analyzing demand patterns	45
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	31
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	30
MIND: A metadata-driven INgestion design pattern for efficient data ingestion	26
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	26
A multiscale electricity theft detection model based on feature engineering	25
Data Stream Classification Based on Extreme Learning Machine: A Review	25
An integrating multi-scale and multi-deep architectures for facial expression recognition system to predict mental health status	22
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	22
Deep attention dynamic representation learning networks for recommender system review modeling	21
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	18
Hourglass pattern matching for deep aware neural network text recommendation model	18
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	18
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	18
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	18