OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 9. 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 2020-04-01 to 2024-04-01.)

Article	Citations
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation	93
Deep Learning-Based Weather Prediction: A Survey	75
A Framework for Pandemic Prediction Using Big Data Analytics	64
NGCU: A New RNN Model for Time-Series Data Prediction	54
Data Science Methodologies: Current Challenges and Future Approaches	47
DIGITNET: A Deep Handwritten Digit Detection and Recognition Method Using a New Historical Handwritten Digit Dataset	44
Richpedia: A Large-Scale, Comprehensive Multi-Modal Knowledge Graph	43
Setting Privacy “by Default” in Social IoT: Theorizing the Challenges and Directions in Big Data Research	40
Data-Driven Computational Social Science: A Survey	39
A Decision-Level Fusion Method for COVID-19 Patient Health Prediction	37
A Security Management Framework for Big Data in Smart Healthcare	37
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production	36
Educational Big Data: Predictions, Applications and Challenges	35
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	34
Big Data Analytics and Visualization in Traffic Monitoring	28
Time-Series Graph Network for Sea Surface Temperature Prediction	26
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning	26
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images	25
CardioNet: An Efficient ECG Arrhythmia Classification System Using Transfer Learning	24
Information Needs Mining of COVID-19 in Chinese Online Health Communities	22
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures	22
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection	19
Tracing the Pace of COVID-19 Research: Topic Modeling and Evolution	17
FDN-learning: Urban PM2.5-concentration Spatial Correlation Prediction Model Based on Fusion Deep Neural Network	17
Flexible Subspace Clustering: A Joint Feature Selection and K-Means Clustering Framework	17

Big Data in Forecasting Research: A Literature Review	17
Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication	16
Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning	16
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM	16
A Big Data Analytics Architecture for Smart Cities and Smart Companies	15
Using Big Data to Improve Safety Performance: An Application of Process Mining to Enhance Data Visualisation	14
“Brains” for Robots: Application of the Mivar Expert Systems for Implementation of Autonomous Intelligent Robots	14
Linked Open Government Data to Predict and Explain House Prices: The Case of Scottish Statistics Portal	13
Exploiting Renewable Energy and UPS Systems to Reduce Power Consumption in Data Centers	13
A Semantic Approach for Big Data Exploration in Industry 4.0	13
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron	12
Regularized Least Squares Twin SVM for Multiclass Classification	11
Building and Operating a Large-Scale Enterprise Data Analytics Platform	11
Study on Landscape Architecture Model Design Based on Big Data Intelligence	11
Dependency Visualization in Data Stream Profiling	10
Epidemic Spreading in Trajectory Networks	10
Anytime Frequent Itemset Mining of Transactional Data Streams	10
Route Search and Planning: A Survey	10
Image Classification Approach Using Machine Learning and an Industrial Hadoop Based Data Pipeline	10
A Survey on Data-driven Performance Tuning for Big Data Analytics Platforms	9
Integrating Models and Fusing Data in a Deep Ensemble Learning Method for Predicting Epidemic Diseases Outbreak	9
Data Price Determinants Based on a Hedonic Pricing Model	9
CSIP: Enhanced Link Prediction with Context of Social Influence Propagation	9
Real-Time Traffic Speed Estimation for Smart Cities with Spatial Temporal Data: A Gated Graph Attention Network Approach	9
Agreeing to Disagree: Choosing Among Eight Topic-Modeling Methods	9