OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 8. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	122
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	81
Improved Tesseract optical character recognition performance on Thai document datasets	71
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	64
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	63
Data Stream Classification Based on Extreme Learning Machine: A Review	63
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	63
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	54
A multiscale electricity theft detection model based on feature engineering	53
Deep attention dynamic representation learning networks for recommender system review modeling	52
Hourglass pattern matching for deep aware neural network text recommendation model	47
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	46
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	45
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	30
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	25
Visual Analytics of Trajectories with RoseTrajVis	25
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	23
Complex data in tourism analysis: A stochastic approach to price competition	23
Editorial Board	20
A novel approach for job matching and skill recommendation using transformers and the O*NET database	20
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	20
A Novel Big Data Approach for Record and Represent Compliance in the Covid-19 Era	18
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
A Multi-View Filter for Relation-Free Knowledge Graph Completion	17
Editorial Board	16

Big Data in Forecasting Research: A Literature Review	16
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	16
Visual Exploratory Data Analysis for Copy Number Variation Studies in Biomedical Research	15
Investigating Influence of Google-Play Application Titles on Success	15
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	15
Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	14
Deep semantics-preserving cross-modal hashing	14
Editorial Board	14
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	14
Distributed Heterogeneous Transfer Learning	13
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	12
Route Search and Planning: A Survey	11
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations	10
A Facial Expression Recognition Approach for Social IoT Frameworks	10
Few-Shot Relation Extraction Towards Special Interests	10
What Is a Multi-Modal Knowledge Graph: A Survey	10
Editorial Board	9
Intelligent geological interpretation of AMT data based on machine learning	9
Epidemic Spreading in Trajectory Networks	9
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	9
Correcting inconsistencies in knowledge graphs with correlated knowledge	9
BETM: A new pre-trained BERT-guided embedding-based topic model	9
Machine Learning for Tsunami Waves Forecasting Using Regression Trees	8
Multi-granularity enhanced graph convolutional network for aspect sentiment triplet extraction	8
Positional-attention based bidirectional deep stacked AutoEncoder for aspect based sentimental analysis	8
LSDDL: Layer-Wise Sparsification for Distributed Deep Learning	8
Adaptive spectral GNN and frequency enhanced self-attention for traffic forecasting	8
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	8