Big Data

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 2021-11-01 to 2025-11-01.)
ArticleCitations
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support90
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform55
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.022355
Automated Natural Language Processing-Based Supplier Discovery for Financial Services48
Hybrid Deep Learning Approach for Traffic Speed Prediction32
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area29
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening28
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms25
A Review of Anonymization for Healthcare Data24
An Autoregressive-Based Kalman Filter Approach for Daily PM2.5 Concentration Forecasting in Beijing, China22
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart21
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination20
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data19
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation17
Content-Aware Human Mobility Pattern Extraction17
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization15
Big Multimodal Data Analysis: Applications14
Identification of Potential Cooperation Relationships Among Scientists13
Importance of Community Engagement in Data Decision Making12
Acknowledgment of Reviewers 202211
Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management11
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics11
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud11
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning10
An Unsupervised Feature Extraction Approach Based on Self-Expression10
Big Data Assurance: An Approach Based on Service-Level Agreements10
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds10
Equity as a Guiding Principle for the Public Health Data System10
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas9
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications9
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics9
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection9
Acknowledgment of Reviewers 20219
Classifying of VN-Index Bullishness by Bayesian Inference9
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks9
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence9
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport8
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering8
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks8
Applications of Bayesian Neural Networks in Outlier Detection7
Balancing Protection and Quality in Big Data Analytics Pipelines7
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