OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 6. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	120
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	105
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	92
Data Stream Classification Based on Extreme Learning Machine: A Review	82
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	77
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	42
MIND: A metadata-driven INgestion design pattern for efficient data ingestion	29
Improved Tesseract optical character recognition performance on Thai document datasets	26
DEDSTA – An Algorithm of Density Estimation for Data Streams with Trend	26
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	24
A multiscale electricity theft detection model based on feature engineering	24
An integrating multi-scale and multi-deep architectures for facial expression recognition system to predict mental health status	24
Deep attention dynamic representation learning networks for recommender system review modeling	21
Hourglass pattern matching for deep aware neural network text recommendation model	20
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	18
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	18
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	17
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	17
Heterogeneous Graph-based Risk Assessment for Internet Financial Companies with Company Big Data	16
Editorial Board	15
Unleashing the power of digital twin and big data as a new frontier for smart mobility: An ecosystem perspective	14
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	13
Complex data in tourism analysis: A stochastic approach to price competition	12
Supervised Attention Multi-Scale Temporal Convolutional Network for Profit Prediction Utilizing a Financial Accounting Information System	11
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	11

Towards cross-lingual entity alignment with refined attribute and description features	11
A novel approach for job matching and skill recommendation using transformers and the O*NET database	10
A Multi-View Filter for Relation-Free Knowledge Graph Completion	10
Investigating Influence of Google-Play Application Titles on Success	10
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	10
Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	10
Editorial Board	10
Distributed Heterogeneous Transfer Learning	9
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	9
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	9
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	8
Editorial Board	8
Techniques for interactive visual examination of vessel performance	7
What Is a Multi-Modal Knowledge Graph: A Survey	7
Deep semantics-preserving cross-modal hashing	7
A Facial Expression Recognition Approach for Social IoT Frameworks	7
Correcting inconsistencies in knowledge graphs with correlated knowledge	6
Positional-attention based bidirectional deep stacked AutoEncoder for aspect based sentimental analysis	6
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	6
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	6
Editorial Board	6
Machine Learning for Tsunami Waves Forecasting Using Regression Trees	6
BETM: A new pre-trained BERT-guided embedding-based topic model	6
Intelligent geological interpretation of AMT data based on machine learning	6
Adaptive spectral GNN and frequency enhanced self-attention for traffic forecasting	6