OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 7. 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 2022-01-01 to 2026-01-01.)

Article	Citations
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	133
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	88
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	80
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	72
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	69
Improved Tesseract optical character recognition performance on Thai document datasets	66
Data Stream Classification Based on Extreme Learning Machine: A Review	56
Deep attention dynamic representation learning networks for recommender system review modeling	54
A multiscale electricity theft detection model based on feature engineering	53
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	48
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	47
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	33
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	27
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	25
Hourglass pattern matching for deep aware neural network text recommendation model	25
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	23
Visual Analytics of Trajectories with RoseTrajVis	22
Editorial Board	21
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	20
Complex data in tourism analysis: A stochastic approach to price competition	19
Spatio-Temporal Characteristics of Influenza Burden and Its Influence Factors in Japan in the Past Three Decades: An Influenza Disease Burden Data-Based Modeling Study	18
Editorial Board	16
Big Data in Forecasting Research: A Literature Review	16
A novel approach for job matching and skill recommendation using transformers and the O*NET database	16
A Multi-View Filter for Relation-Free Knowledge Graph Completion	16

A Novel Big Data Approach for Record and Represent Compliance in the Covid-19 Era	16
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	15
Investigating Influence of Google-Play Application Titles on Success	14
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	13
Visual Exploratory Data Analysis for Copy Number Variation Studies in Biomedical Research	11
Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	11
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	10
Distributed Heterogeneous Transfer Learning	10
What Is a Multi-Modal Knowledge Graph: A Survey	10
Deep semantics-preserving cross-modal hashing	10
Epidemic Spreading in Trajectory Networks	9
A Facial Expression Recognition Approach for Social IoT Frameworks	9
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	9
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	9
BETM: A new pre-trained BERT-guided embedding-based topic model	9
Editorial Board	9
Editorial Board	9
Correcting inconsistencies in knowledge graphs with correlated knowledge	9
MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs	8
Adaptive spectral GNN and frequency enhanced self-attention for traffic forecasting	8
Intelligent geological interpretation of AMT data based on machine learning	8
Machine Learning for Tsunami Waves Forecasting Using Regression Trees	8
Multi-granularity enhanced graph convolutional network for aspect sentiment triplet extraction	7
Positional-attention based bidirectional deep stacked AutoEncoder for aspect based sentimental analysis	7
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	7