OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 10. 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 2020-09-01 to 2024-09-01.)

Article	Citations
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation	110
Deep Learning-Based Weather Prediction: A Survey	97
A Framework for Pandemic Prediction Using Big Data Analytics	73
NGCU: A New RNN Model for Time-Series Data Prediction	70
Data Science Methodologies: Current Challenges and Future Approaches	57
Richpedia: A Large-Scale, Comprehensive Multi-Modal Knowledge Graph	53
DIGITNET: A Deep Handwritten Digit Detection and Recognition Method Using a New Historical Handwritten Digit Dataset	50
Data-Driven Computational Social Science: A Survey	45
Setting Privacy “by Default” in Social IoT: Theorizing the Challenges and Directions in Big Data Research	43
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	41
A Security Management Framework for Big Data in Smart Healthcare	41
A Decision-Level Fusion Method for COVID-19 Patient Health Prediction	38
Time-Series Graph Network for Sea Surface Temperature Prediction	38
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production	37
Big Data Analytics and Visualization in Traffic Monitoring	36
Educational Big Data: Predictions, Applications and Challenges	36
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection	33
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM	29
Big Data in Forecasting Research: A Literature Review	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	26
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures	26
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images	25
Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning	24
Information Needs Mining of COVID-19 in Chinese Online Health Communities	24

“Brains” for Robots: Application of the Mivar Expert Systems for Implementation of Autonomous Intelligent Robots	22
Flexible Subspace Clustering: A Joint Feature Selection and K-Means Clustering Framework	21
Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication	19
Using Big Data to Improve Safety Performance: An Application of Process Mining to Enhance Data Visualisation	18
A Big Data Analytics Architecture for Smart Cities and Smart Companies	18
Tracing the Pace of COVID-19 Research: Topic Modeling and Evolution	18
Exploiting Renewable Energy and UPS Systems to Reduce Power Consumption in Data Centers	17
FDN-learning: Urban PM2.5-concentration Spatial Correlation Prediction Model Based on Fusion Deep Neural Network	17
Linked Open Government Data to Predict and Explain House Prices: The Case of Scottish Statistics Portal	16
A Semantic Approach for Big Data Exploration in Industry 4.0	15
Wetland identification through remote sensing: Insights into wetness, greenness, turbidity, temperature, and changing landscapes	14
A Large Comparison of Normalization Methods on Time Series	13
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron	13
Regularized Least Squares Twin SVM for Multiclass Classification	13
Agreeing to Disagree: Choosing Among Eight Topic-Modeling Methods	13
Integrating Models and Fusing Data in a Deep Ensemble Learning Method for Predicting Epidemic Diseases Outbreak	12
Building and Operating a Large-Scale Enterprise Data Analytics Platform	12
Route Search and Planning: A Survey	12
Dependency Visualization in Data Stream Profiling	11
Image Classification Approach Using Machine Learning and an Industrial Hadoop Based Data Pipeline	11
Study on Landscape Architecture Model Design Based on Big Data Intelligence	11
A Survey on Data-driven Performance Tuning for Big Data Analytics Platforms	10
Data Price Determinants Based on a Hedonic Pricing Model	10
Epidemic Spreading in Trajectory Networks	10
Using Network Analysis and Machine Learning to Identify Virus Spread Trends in COVID-19	10
Real-Time Traffic Speed Estimation for Smart Cities with Spatial Temporal Data: A Gated Graph Attention Network Approach	10
Properties and Performance of the ABCDe Random Graph Model with Community Structure	10
Knowledge Graph-Based Spatial-Aware User Community Preference Query Algorithm for LBSNs	10
Anytime Frequent Itemset Mining of Transactional Data Streams	10
CSIP: Enhanced Link Prediction with Context of Social Influence Propagation	10
Data Stream Classification Based on Extreme Learning Machine: A Review	10