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 2021-08-01 to 2025-08-01.)

Article	Citations
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	107
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	65
Data Stream Classification Based on Extreme Learning Machine: A Review	60
Improved Tesseract optical character recognition performance on Thai document datasets	59
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	58
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	54
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	53
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach	51
Deep attention dynamic representation learning networks for recommender system review modeling	48
A multiscale electricity theft detection model based on feature engineering	46
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization	44
Visual Analytics of Trajectories with RoseTrajVis	44
Development of an integrated data system for regional tourism analysis in Italy: A microdata perspective	41
Hourglass pattern matching for deep aware neural network text recommendation model	26
Big Data in organizations: Exploring the adoption of Big Data applications and their impact on organizations in China and the Netherlands	24
A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India	22
Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection	21
Complex data in tourism analysis: A stochastic approach to price competition	20
Editorial Board	20
Fog-Computing Based Healthcare Framework for Predicting Encephalitis Outbreak	18
Editorial Board	16
A Multi-View Filter for Relation-Free Knowledge Graph Completion	16
Big Data in Forecasting Research: A Literature Review	15
A novel approach for job matching and skill recommendation using transformers and the O*NET database	15
A Segmented PageRank-Based Value Compensation Method for Personal Data in Alliance Blockchains	15

A Novel Big Data Approach for Record and Represent Compliance in the Covid-19 Era	15
Meta-Learning Based Dynamic Adaptive Relation Learning for Few-Shot Knowledge Graph Completion	14
Visual Exploratory Data Analysis for Copy Number Variation Studies in Biomedical Research	14
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	14
Augmented Functional Analysis of Variance (A-fANOVA): Theory and Application to Google Trends for Detecting Differences in Abortion Drugs Queries	14
Investigating Influence of Google-Play Application Titles on Success	13
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	13
Deep semantics-preserving cross-modal hashing	13
Few-Shot Relation Extraction Towards Special Interests	12
A Facial Expression Recognition Approach for Social IoT Frameworks	11
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations	10
Distributed Heterogeneous Transfer Learning	10
What Is a Multi-Modal Knowledge Graph: A Survey	9
Route Search and Planning: A Survey	9
A novel study of kernel graph regularized semi-non-negative matrix factorization with orthogonal subspace for clustering	9
Correcting inconsistencies in knowledge graphs with correlated knowledge	8
BETM: A new pre-trained BERT-guided embedding-based topic model	8
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases	8
Epidemic Spreading in Trajectory Networks	8
Editorial Board	8
Scalable and Flexible Two-Phase Ensemble Algorithms for Causality Discovery	7
LSDDL: Layer-Wise Sparsification for Distributed Deep Learning	7
Multi-granularity enhanced graph convolutional network for aspect sentiment triplet extraction	7
Intelligent geological interpretation of AMT data based on machine learning	7
ImDMI: Improved Distributed M-Invariance model to achieve privacy continuous big data publishing using Apache Spark	7