OOIR: Observatory of International Research

Papers

(The TQCC of Big Data Research is 10. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Early Pathogen Prediction in Crops Using Nano Biosensors and Neural Network-Based Feature Extraction and Classification	79
A big data driven vegetation disease and pest region identification method based on self supervised convolutional neural networks and parallel extreme learning machines	71
Network-Based Trajectory Search over Time Intervals	63
Social Media Data and Users' Preferences: A Statistical Analysis to Support Marketing Communication	52
A Real Time Deep Learning Based Approach for Detecting Network Attacks	50
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures	49
Force-Directed Timelines: Visualizing & Exploring Temporal Patterns	49
Research on the characteristics of information propagation dynamic on the weighted multiplex Weibo networks	49
Optimizing image captioning: The effectiveness of vision transformers and VGG networks for remote sensing	49
Identification of Top-K Influencers Based on Upper Confidence Bound and Local Structure	47
On Divide&Conquer in Image Processing of Data Monster	47
Properties and Performance of the ABCDe Random Graph Model with Community Structure	46
Editorial Board	44
Editorial Board	43
Multi-Temperate Logical Data Warehouse Design for Large-Scale Healthcare Data	38
Virtual Finger-Point Reading Behaviors: A Case Study of Mouse Cursor Movements on a Website	38
Editorial Board	38
Few-Shot Relation Extraction Towards Special Interests	35
Special Issue on Real-Time Intelligent Systems	30
Retrofitting Soft Rules for Knowledge Representation Learning	29
An Analytic Graph Data Model and Query Language for Exploring the Evolution of Science	28
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment	27
Data Stream Classification Based on Extreme Learning Machine: A Review	25
Automatic Prediction of T2/T3 Staging of Rectal Cancer Based on Radiomics and Machine Learning	24
Linked Open Government Data to Predict and Explain House Prices: The Case of Scottish Statistics Portal	21

Deep semantics-preserving cross-modal hashing	21
An Embedding Model for Knowledge Graph Completion Based on Graph Sub-Hop Convolutional Network	21
“Brains” for Robots: Application of the Mivar Expert Systems for Implementation of Autonomous Intelligent Robots	20
Distributed Heterogeneous Transfer Learning	19
Improved Tesseract optical character recognition performance on Thai document datasets	19
Study on Landscape Architecture Model Design Based on Big Data Intelligence	18
A dual algorithmic approach to deal with multiclass imbalanced classification problems	18
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations	17
Quantitative analysis of big data for land resource classification and zoning at the township level in Northern Shaanxi	16
Embedding Semantic Anchors to Guide Topic Models on Short Text Corpora	16
Wetland identification through remote sensing: Insights into wetness, greenness, turbidity, temperature, and changing landscapes	16
SD-SLAM: A semantic SLAM approach for dynamic scenes based on LiDAR point clouds	14
A Facial Expression Recognition Approach for Social IoT Frameworks	14
Remote sensing-enhanced transfer learning approach for agricultural damage and change detection: A deep learning perspective	14
What Is a Multi-Modal Knowledge Graph: A Survey	14
Women in Life Sciences Firms: gender diversity and roles indicator from data integration	14
Route Search and Planning: A Survey	13
Educational Big Data: Predictions, Applications and Challenges	12
Fine Clustering Analysis of Internet Financial Credit Investigation Based on Big Data	12
Tree parameter extraction method based on new remote sensing technology and terrestrial laser scanning technology	12
Editorial Board	12
Botnet DGA Domain Name Classification Using Transformer Network with Hybrid Embedding	12
The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes	12
Graph Spatial-Temporal Transformer Network for Traffic Prediction	11
ViewSeeker: An Interactive View Recommendation Framework	11
Epidemic Spreading in Trajectory Networks	11
Evaluating Different Selection Criteria for Phase Type Survival Tree Construction	11
Fine-Grained Evaluation of Knowledge Graph Embedding Model in Knowledge Enhancement Downstream Tasks	11
Accelerating Columnar Storage Based on Asynchronous Skipping Strategy	10
A Service Sustainable Live Migration Strategy for Multiple Virtual Machines in Cloud Data Centers	10
Accelerating Progressive Set Similarity Join with the CPU-GPU Architecture	10
An Efficient Algorithm for Spatio-Textual Object Cluster Join	10