Big Data

Papers
(The H4-Index of Big Data is 18. 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 2020-11-01 to 2024-11-01.)
ArticleCitations
Deep Learning for Time Series Forecasting: A Survey361
A Comparative Performance Assessment of Optimized Multilevel Ensemble Learning Model with Existing Classifier Models66
A Convolutional Neural Network for Improved Anomaly-Based Network Intrusion Detection60
Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks40
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization37
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing35
A Convolutional Neural Network to Perform Object Detection and Identification in Visual Large-Scale Data29
A Review of Anonymization for Healthcare Data28
A Bibliometric Review of Big Data in Finance26
Internet of Things-Based Optimized Routing and Big Data Gathering System for Landslide Detection24
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things24
Identifying Influential Nodes Using a Shell-Based Ranking and Filtering Method in Social Networks23
Computational Intelligence-Based Financial Crisis Prediction Model Using Feature Subset Selection with Optimal Deep Belief Network22
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care21
An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework21
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems20
Toward Business Process Innovation in the Big Data Era: A Mediating Role of Big Data Knowledge Management19
Spatial-Frequency Attention Network for Crowd Counting18
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