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 2022-08-01 to 2026-08-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	128
Improved Tesseract optical character recognition performance on Thai document datasets	117
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	103
DEDSTA – An algorithm of density estimation for data streams with trend	86
MomentMamba: Efficient collaborative state space modeling for joint video moment retrieval and highlight detection	82
Enhancing shared bicycle management with artificial intelligence: Identifying parking aggregation areas and analyzing demand patterns	45
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	31
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	30
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	26
MIND: A metadata-driven INgestion design pattern for efficient data ingestion	26
A multiscale electricity theft detection model based on feature engineering	25
Data Stream Classification Based on Extreme Learning Machine: A Review	25
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	22
An integrating multi-scale and multi-deep architectures for facial expression recognition system to predict mental health status	22
Deep attention dynamic representation learning networks for recommender system review modeling	21
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	18
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	18
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	18
Hourglass pattern matching for deep aware neural network text recommendation model	18
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	18
Heterogeneous Graph-based Risk Assessment for Internet Financial Companies with Company Big Data	15
Optimizing decision support systems with adaptive column-family schema design in NoSQL data warehouses	13
Editorial Board	12
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	12
Towards cross-lingual entity alignment with refined attribute and description features	12

Unleashing the power of digital twin and big data as a new frontier for smart mobility: An ecosystem perspective	12
Complex data in tourism analysis: A stochastic approach to price competition	12
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
Supervised attention multi-scale temporal convolutional network for profit prediction utilizing a financial accounting information system	11
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	10
Editorial Board	10
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
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	9
An attention-augmented RBF-based inversed transformer architecture for robust stock price forecasting	9
Investigating Influence of Google-Play Application Titles on Success	9
Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	9
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	8
Editorial Board	8
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	7
Deep semantics-preserving cross-modal hashing	7
Distributed Heterogeneous Transfer Learning	7
Techniques for interactive visual examination of vessel performance	7
A Facial Expression Recognition Approach for Social IoT Frameworks	7
What Is a Multi-Modal Knowledge Graph: A Survey	7
Machine Learning for Tsunami Waves Forecasting Using Regression Trees	6
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	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
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	6
Correcting inconsistencies in knowledge graphs with correlated knowledge	6
Positional-attention based bidirectional deep stacked AutoEncoder for aspect based sentimental analysis	6
Intelligent geological interpretation of AMT data based on machine learning	6
Multi-granularity enhanced graph convolutional network for aspect sentiment triplet extraction	6
BETM: A new pre-trained BERT-guided embedding-based topic model	6
Editorial Board	6
Efficient time series forecasting with gated attention and patched data: A transformer-based approach	6