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 2021-08-01 to 2025-08-01.)
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 Support86
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform52
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.022348
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area47
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms35
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention29
Hybrid Deep Learning Approach for Traffic Speed Prediction28
Automated Natural Language Processing-Based Supplier Discovery for Financial Services26
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart25
A Review of Anonymization for Healthcare Data25
An Autoregressive-Based Kalman Filter Approach for Daily PM2.5 Concentration Forecasting in Beijing, China24
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 Transformation20
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization19
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data18
Importance of Community Engagement in Data Decision Making17
Content-Aware Human Mobility Pattern Extraction17
Big Multimodal Data Analysis: Applications15
Identification of Potential Cooperation Relationships Among Scientists14
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud13
Acknowledgment of Reviewers 202213
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics13
Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management11
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks10
Equity as a Guiding Principle for the Public Health Data System10
An Unsupervised Feature Extraction Approach Based on Self-Expression10
Big Data Assurance: An Approach Based on Service-Level Agreements10
An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework10
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds10
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications9
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence9
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning9
Classifying of VN-Index Bullishness by Bayesian Inference9
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection9
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics9
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas9
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport8
Acknowledgment of Reviewers 20218
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing8
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering8
Balancing Protection and Quality in Big Data Analytics Pipelines7
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks7
Applications of Bayesian Neural Networks in Outlier Detection7
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security6
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images6
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation6
Acknowledgment of Reviewers 20236
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems6
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling6
Vertical and Horizontal Water Penetration Velocity Modeling in Nonhomogenous Soil Using Fast Multi-Output Relevance Vector Regression6
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