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 2021-12-01 to 2025-12-01.)

Article	Citations
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	90
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	63
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	55
Automated Natural Language Processing-Based Supplier Discovery for Financial Services	49
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area	38
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening	29
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms	28
A Review of Anonymization for Healthcare Data	27
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart	23
Hybrid Deep Learning Approach for Traffic Speed Prediction	22
An Autoregressive-Based Kalman Filter Approach for Daily PM_2.5 Concentration Forecasting in Beijing, China	22
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination	21
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data	19
Content-Aware Human Mobility Pattern Extraction	17
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	17
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization	16
Big Multimodal Data Analysis: Applications	15
Identification of Potential Cooperation Relationships Among Scientists	14
Importance of Community Engagement in Data Decision Making	13
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	12
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud	12
Acknowledgment of Reviewers 2022	11
Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management	11
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	11
An Unsupervised Feature Extraction Approach Based on Self-Expression	11

Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	10
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	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
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications	9
Acknowledgment of Reviewers 2021	9
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection	9
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering	9
Classifying of VN-Index Bullishness by Bayesian Inference	9
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas	9
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence	9
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks	8
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems	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
Applications of Bayesian Neural Networks in Outlier Detection	7
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security	7