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 2022-06-01 to 2026-06-01.)

Article	Citations
Editorial Summary of Selected Articles	97
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	74
Analysis on Research Situation of Soybean Quality Evaluation Based on Bibliometrics	67
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	44
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms	31
A Cross-Lingual Real-Time E-Commerce Recommendation Method Based on Siamese Graph Convolutional Network and Bilinear Attention	31
Hybrid Deep Learning Approach for Traffic Speed Prediction	27
Automated Natural Language Processing-Based Supplier Discovery for Financial Services	23
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart	23
An Autoregressive-Based Kalman Filter Approach for Daily PM _2.5 Concentration Forecasting in Beijing, China	18
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area	17
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening	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
A Review of Anonymization for Healthcare Data	15
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization	14
DS ² PT: A Deep Two-Stage Patent Text Segmentation Framework Informed by Low-Latency Neural Network Characteristics	13
Content-Aware Human Mobility Pattern Extraction	13
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data	13
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud	13
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination	13
Importance of Community Engagement in Data Decision Making	12
Big Multimodal Data Analysis: Applications	12
Identification of Potential Cooperation Relationships Among Scientists	12
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	11
Acknowledgment of Reviewers 2022	11

An Unsupervised Feature Extraction Approach Based on Self-Expression	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
Big Data Assurance: An Approach Based on Service-Level Agreements	10
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	10
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications	9
Classifying of VN-Index Bullishness by Bayesian Inference	9
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	9
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	9
The Two Worlds of Emergency Law: A Comparative Study of International and Chinese Scholarship Through Knowledge Domain Mapping	9
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas	8
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection	8
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport	7
Balancing Protection and Quality in Big Data Analytics Pipelines	7
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images	7
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks	7
Applications of Bayesian Neural Networks in Outlier Detection	7
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security	7
Vertical and Horizontal Water Penetration Velocity Modeling in Nonhomogenous Soil Using Fast Multi-Output Relevance Vector Regression	7
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence	7
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation	7
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling	7