OOIR: Observatory of International Research

Papers

(The TQCC of Big Data is 6. 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 2021-09-01 to 2025-09-01.)

Article	Citations
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	89
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	53
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	51
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area	47
A Review of Anonymization for Healthcare Data	31
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms	27
An Autoregressive-Based Kalman Filter Approach for Daily PM_2.5 Concentration Forecasting in Beijing, China	26
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening	23
Hybrid Deep Learning Approach for Traffic Speed Prediction	21
Automated Natural Language Processing-Based Supplier Discovery for Financial Services	20
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart	19
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention	19
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	18
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination	18
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data	16
Importance of Community Engagement in Data Decision Making	14
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization	14
Content-Aware Human Mobility Pattern Extraction	14
Big Multimodal Data Analysis: Applications	13
Identification of Potential Cooperation Relationships Among Scientists	11
Acknowledgment of Reviewers 2022	10
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	10
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	10
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud	10
Big Data Assurance: An Approach Based on Service-Level Agreements	10

Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management	10
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	10
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	9
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning	9
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence	9
Equity as a Guiding Principle for the Public Health Data System	9
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas	9
An Unsupervised Feature Extraction Approach Based on Self-Expression	9
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications	8
Classifying of VN-Index Bullishness by Bayesian Inference	8
Acknowledgment of Reviewers 2021	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
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering	7
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems	7
Balancing Protection and Quality in Big Data Analytics Pipelines	7
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks	6
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling	6
Applications of Bayesian Neural Networks in Outlier Detection	6
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation	6
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images	6
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security	6