OOIR: Observatory of International 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 2020-11-01 to 2024-11-01.)

Article	Citations
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation	111
Deep Learning-Based Weather Prediction: A Survey	100
A Framework for Pandemic Prediction Using Big Data Analytics	73
NGCU: A New RNN Model for Time-Series Data Prediction	71
Data Science Methodologies: Current Challenges and Future Approaches	57
Richpedia: A Large-Scale, Comprehensive Multi-Modal Knowledge Graph	54
DIGITNET: A Deep Handwritten Digit Detection and Recognition Method Using a New Historical Handwritten Digit Dataset	52
Setting Privacy “by Default” in Social IoT: Theorizing the Challenges and Directions in Big Data Research	43
A Security Management Framework for Big Data in Smart Healthcare	42
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	41
Time-Series Graph Network for Sea Surface Temperature Prediction	40
A Decision-Level Fusion Method for COVID-19 Patient Health Prediction	39
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production	38
Educational Big Data: Predictions, Applications and Challenges	37
Big Data Analytics and Visualization in Traffic Monitoring	37
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection	35
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM	31
Big Data in Forecasting Research: A Literature Review	29
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures	28
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning	27
CardioNet: An Efficient ECG Arrhythmia Classification System Using Transfer Learning	27
Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning	26
Information Needs Mining of COVID-19 in Chinese Online Health Communities	25
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images	25