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 2022-05-01 to 2026-05-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	115
Data Stream Classification Based on Extreme Learning Machine: A Review	100
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	86
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	80
MIND: A metadata-driven INgestion design pattern for efficient data ingestion	76
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	53
Improved Tesseract optical character recognition performance on Thai document datasets	39
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	29
Deep attention dynamic representation learning networks for recommender system review modeling	26
A multiscale electricity theft detection model based on feature engineering	25
An integrating multi-scale and multi-deep architectures for facial expression recognition system to predict mental health status	24
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	24
Hourglass pattern matching for deep aware neural network text recommendation model	23
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	22
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	20
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	18
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	18
Editorial Board	18
Unleashing the power of digital twin and big data as a new frontier for smart mobility: An ecosystem perspective	16
Complex data in tourism analysis: A stochastic approach to price competition	16
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	16
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	15
A Multi-View Filter for Relation-Free Knowledge Graph Completion	13
Editorial Board	12
A novel approach for job matching and skill recommendation using transformers and the O*NET database	11

Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	11
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	11
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	10
Editorial Board	10
Investigating Influence of Google-Play Application Titles on Success	10
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	10
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	10
Deep semantics-preserving cross-modal hashing	10
Techniques for interactive visual examination of vessel performance	9
Distributed Heterogeneous Transfer Learning	9
A Facial Expression Recognition Approach for Social IoT Frameworks	9
BETM: A new pre-trained BERT-guided embedding-based topic model	8
Editorial Board	8
Correcting inconsistencies in knowledge graphs with correlated knowledge	8
What Is a Multi-Modal Knowledge Graph: A Survey	8
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	7
Machine Learning for Tsunami Waves Forecasting Using Regression Trees	7
Intelligent geological interpretation of AMT data based on machine learning	7
Positional-attention based bidirectional deep stacked AutoEncoder for aspect based sentimental analysis	7
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	7
Efficient time series forecasting with gated attention and patched data: A transformer-based approach	6
A Twig-Based Algorithm for Top-k Subgraph Matching in Large-Scale Graph Data	6
Adaptive spectral GNN and frequency enhanced self-attention for traffic forecasting	6
MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs	6
Multi-granularity enhanced graph convolutional network for aspect sentiment triplet extraction	6
Editorial Board	6