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 2022-05-01 to 2026-05-01.)
ArticleCitations
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform97
Analysis on Research Situation of Soybean Quality Evaluation Based on Bibliometrics71
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support66
A Cross-Lingual Real-Time E-Commerce Recommendation Method Based on Siamese Graph Convolutional Network and Bilinear Attention41
Editorial Summary of Selected Articles31
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms28
Hybrid Deep Learning Approach for Traffic Speed Prediction24
A Review of Anonymization for Healthcare Data23
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart22
Automated Natural Language Processing-Based Supplier Discovery for Financial Services18
A Data-Driven Analysis Method for the Trajectory of Power Carbon Emission in the Urban Area17
An Autoregressive-Based Kalman Filter Approach for Daily PM 2.5 Concentration Forecasting in Beijing, China17
A Fast Survival Support Vector Regression Approach to Large Scale Credit Scoring via Safe Screening17
Prognostic Modeling for Liver Cirrhosis Mortality Prediction and Real-Time Health Monitoring from Electronic Health Data14
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.022314
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination13
Content-Aware Human Mobility Pattern Extraction13
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics12
Importance of Community Engagement in Data Decision Making12
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud12
Big Multimodal Data Analysis: Applications12
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization12
Identification of Potential Cooperation Relationships Among Scientists12
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds11
Acknowledgment of Reviewers 202211
An Unsupervised Feature Extraction Approach Based on Self-Expression10
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning10
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks10
The Two Worlds of Emergency Law: A Comparative Study of International and Chinese Scholarship Through Knowledge Domain Mapping9
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas9
Big Data Assurance: An Approach Based on Service-Level Agreements9
Classifying of VN-Index Bullishness by Bayesian Inference9
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications9
Equity as a Guiding Principle for the Public Health Data System9
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 Detection8
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence8
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security7
Applications of Bayesian Neural Networks in Outlier Detection7
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks7
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images7
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport7
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling7
Balancing Protection and Quality in Big Data Analytics Pipelines7
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