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 2021-04-01 to 2025-04-01.)
ArticleCitations
Analysis of Driving Fatigue Characteristics in Cold and Hypoxia Environment of High-Altitude Areas81
Enhancing Real-Time Patient Monitoring in Intensive Care Units with Deep Learning and the Internet of Things78
Evolutionary Trends in Decision Sciences Education Research from Simulation and Games to Big Data Analytics and Generative Artificial Intelligence44
An Efficient, Ensemble-Based Classification Framework for Big Medical Data43
Anomaly Detection in Automatic Meter Intelligence System Using Positive Unlabeled Learning and Multiple Symbolic Aggregate Approximation43
Forecasting Subway Passenger Flow for Station-Level Service Supply35
Consumer Segmentation Based on Location and Timing Dimensions Using Big Data from Business-to-Customer Retailing Marketplaces31
Call for Special Issue Papers: Big Data Analytics and Intelligent Systems for Cybersecurity28
Bayesian Method for Water Quality Emergency Monitoring in Environmental Pollution Accident Disposal25
Call for Special Issue Papers: Levering Emerging Technologies in Supply Chain Management24
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support23
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence23
An Improved Multiexposure Image Fusion Technique21
HUTNet: An Efficient Convolutional Neural Network for Handwritten Uchen Tibetan Character Recognition21
Identifying Influential Nodes in Social Networks: Exploiting Self-Voting Mechanism20
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics18
Structured Verification of Machine Learning Models in Industrial Settings17
Siamese-Based Architecture for Cross-Lingual Plagiarism Detection in English–Hindi Language Pairs14
Big Data Confidentiality: An Approach Toward Corporate Compliance Using a Rule-Based System14
Classifying of VN-Index Bullishness by Bayesian Inference13
Quantifying Insurance Agency Channel Dynamics Using Premium Sales Big Data and External Factors12
Artificial Bee Colony Reinforced Extended Kalman Filter Localization Algorithm in Internet of Things with Big Data Blending Technique for Finding the Accurate Position of Reference Nodes11
Generic User Behavior: A User Behavior Similarity-Based Recommendation Method10
Image Smart Segmentation Analysis Against Diabetic Foot Ulcer Using Internet of Things with Virtual Sensing10
The Impact of Big Data Analytics on Decision-Making Within the Government Sector9
Customer Prioritization Integrated Supply Chain Optimization Model with Outsourcing Strategies9
Fog-Based Delay-Sensitive Data Transmission Algorithm for Data Forwarding and Storage in Cloud Environment for Multimedia Applications9
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform9
An Empirical Evaluation of Network Representation Learning Methods9
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications9
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure9
Acknowledgment of Reviewers 20218
Analyzing the Importance of Broker Identities in the Limit Order Book Through Deep Learning8
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection8
OzNet: A New Deep Learning Approach for Automated Classification of COVID-19 Computed Tomography Scans8
Demonstrating Equity Through the Convening of Expert Panels8
A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram Signals8
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention8
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing8
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport7
Applications of Bayesian Neural Networks in Outlier Detection7
Evolution Process and Simulation of Advanced Equipment Manufacturing Innovation Network Based on Intelligent System7
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms6
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering6
Sharing Medical Big Data While Preserving Patient Confidentiality in Innovative Medicines Initiative: A Summary and Case Report from BigData@Heart6
A MapReduce-Based Approach for Fast Connected Components Detection from Large-Scale Networks6
Big Multimodal Data Analysis: Models and Performance Analysis6
Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data6
Correction to: An Improved Multiexposure Image Fusion Technique by Nazish, et al. Big Data 2023;11(3):215–224; doi: 10.1089/big.2021.02236
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