OOIR: Observatory of International Research

Papers

(The H4-Index of Big Data Research is 24. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	79
A big data driven vegetation disease and pest region identification method based on self supervised convolutional neural networks and parallel extreme learning machines	71
Network-Based Trajectory Search over Time Intervals	63
Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication	52
A Real Time Deep Learning Based Approach for Detecting Network Attacks	50
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	49
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures	49
Force-Directed Timelines: Visualizing & Exploring Temporal Patterns	49
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	49
On Divide&Conquer in Image Processing of Data Monster	47
Identification of Top-K Influencers Based on Upper Confidence Bound and Local Structure	47
Properties and Performance of the ABCDe Random Graph Model with Community Structure	46
Editorial Board	44
Editorial Board	43
Virtual Finger-Point Reading Behaviors: A Case Study of Mouse Cursor Movements on a Website	38
Editorial Board	38
Multi-Temperate Logical Data Warehouse Design for Large-Scale Healthcare Data	38
Few-Shot Relation Extraction Towards Special Interests	35
Special Issue on Real-Time Intelligent Systems	30
Retrofitting Soft Rules for Knowledge Representation Learning	29
An Analytic Graph Data Model and Query Language for Exploring the Evolution of Science	28
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	27
Data Stream Classification Based on Extreme Learning Machine: A Review	25
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	24