Big Data Research

Papers
(The H4-Index of Big Data Research is 24. 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 2020-10-01 to 2024-10-01.)
ArticleCitations
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation111
Deep Learning-Based Weather Prediction: A Survey100
A Framework for Pandemic Prediction Using Big Data Analytics73
NGCU: A New RNN Model for Time-Series Data Prediction71
Data Science Methodologies: Current Challenges and Future Approaches57
Richpedia: A Large-Scale, Comprehensive Multi-Modal Knowledge Graph54
DIGITNET: A Deep Handwritten Digit Detection and Recognition Method Using a New Historical Handwritten Digit Dataset52
Setting Privacy “by Default” in Social IoT: Theorizing the Challenges and Directions in Big Data Research43
A Security Management Framework for Big Data in Smart Healthcare42
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection41
Time-Series Graph Network for Sea Surface Temperature Prediction40
A Decision-Level Fusion Method for COVID-19 Patient Health Prediction39
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production38
Big Data Analytics and Visualization in Traffic Monitoring37
Educational Big Data: Predictions, Applications and Challenges37
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection35
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM31
Big Data in Forecasting Research: A Literature Review29
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures28
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning27
CardioNet: An Efficient ECG Arrhythmia Classification System Using Transfer Learning26
Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning26
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images25
Information Needs Mining of COVID-19 in Chinese Online Health Communities25
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