Big Data

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 2021-05-01 to 2025-05-01.)
ArticleCitations
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform81
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support79
An Autoregressive-Based Kalman Filter Approach for Daily PM2.5 Concentration Forecasting in Beijing, China49
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.022345
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area44
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart35
Automated Natural Language Processing-Based Supplier Discovery for Financial Services28
A Review of Anonymization for Healthcare Data26
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms25
Hybrid Deep Learning Approach for Traffic Speed Prediction24
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention24
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening23
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination21
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation18
Content-Aware Human Mobility Pattern Extraction18
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data16
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization14
Identification of Potential Cooperation Relationships Among Scientists14
Importance of Community Engagement in Data Decision Making14
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud13
Big Multimodal Data Analysis: Applications11
Acknowledgment of Reviewers 202210
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics10
Utility-Based Differentially Private Recommendation System10
Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management10
Equity as a Guiding Principle for the Public Health Data System9
An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework9
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks9
Identifying Influential Nodes Using a Shell-Based Ranking and Filtering Method in Social Networks9
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning9
An Unsupervised Feature Extraction Approach Based on Self-Expression9
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds9
A Convolutional Neural Network for Improved Anomaly-Based Network Intrusion Detection8
Classifying of VN-Index Bullishness by Bayesian Inference8
Acknowledgment of Reviewers 20218
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas8
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications8
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection8
Big Data Assurance: An Approach Based on Service-Level Agreements8
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence8
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics8
Applications of Bayesian Neural Networks in Outlier Detection7
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering7
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing6
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks6
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems6
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport6
Balancing Protection and Quality in Big Data Analytics Pipelines6
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