OOIR: Observatory of International Research

Papers

(The TQCC of Big Data is 7. 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
Editorial Summary of Selected Articles	101
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support	78
A Cross-Lingual Real-Time E-Commerce Recommendation Method Based on Siamese Graph Convolutional Network and Bilinear Attention	51
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	33
Analysis on Research Situation of Soybean Quality Evaluation Based on Bibliometrics	33
Agentic Artificial Intelligence-Driven Explainable Deep Learning for Deciphering Noncoding Pathogenic Mechanisms of Delirium Through Genomic Big Data Integration	31
Hybrid Deep Learning Approach for Traffic Speed Prediction	23
Automated Natural Language Processing-Based Supplier Discovery for Financial Services	19
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening	18
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area	17
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart	17
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.0223	17
An Autoregressive-Based Kalman Filter Approach for Daily PM _2.5 Concentration Forecasting in Beijing, China	17
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms	14
Content-Aware Human Mobility Pattern Extraction	13
Special Issue on “Agentic AI for Explainable Big Data Exploration and Visual Analytics”	13
A Review of Anonymization for Healthcare Data	13
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination	12
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data	12
DS ² PT: A Deep Two-Stage Patent Text Segmentation Framework Informed by Low-Latency Neural Network Characteristics	12
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	11
Big Multimodal Data Analysis: Applications	11
Acknowledgment of Reviewers 2022	11
Importance of Community Engagement in Data Decision Making	11
An Unsupervised Feature Extraction Approach Based on Self-Expression	11

Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud	11
Identification of Potential Cooperation Relationships Among Scientists	11
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	10
Big Data Assurance: An Approach Based on Service-Level Agreements	10
Equity as a Guiding Principle for the Public Health Data System	10
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning	10
Classifying of VN-Index Bullishness by Bayesian Inference	9
The Two Worlds of Emergency Law: A Comparative Study of International and Chinese Scholarship Through Knowledge Domain Mapping	9
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications	8
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks	7
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence	7
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport	7
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation	7
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas	7
Big Data-Driven Explainable Agentic AI Decision Frameworks for Enterprise Innovation in FinTech Ecosystems	7
Balancing Protection and Quality in Big Data Analytics Pipelines	7
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling	7
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection	7
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	7
Applications of Bayesian Neural Networks in Outlier Detection	7