OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Big Data is 28. 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 2021-02-01 to 2025-02-01.)

Article	Citations
DCLCSE: Dynamic Curriculum Learning Based Contrastive Learning of Sentence Embeddings	1129
A Universal and Efficient Multi-Modal Smart Contract Vulnerability Detection Framework for Big Data	273
Training Large-Scale Graph Neural Networks via Graph Partial Pooling	125
Hybrid Optimization Algorithm for Detection of Security Attacks in IoT-Enabled Cyber-Physical Systems	117
Parallelly Running and Privacy-Preserving Agglomerative Hierarchical Clustering in Outsourced Cloud Computing Environments	85
Multi-granularity Feature Interaction and Multi-region Selection based Triplet Visual Question Answering	83
Towards Dynamic Verifiable Pattern Matching	80
Managing Big Interval Data with CINTIA: The Checkpoint INTerval Array	74
Modeling and Visualizing Student Flow	73
Core Maintenance on Dynamic Graphs: A Distributed Approach Built on H-Index	73
Mining Stable Communities in Temporal Networks by Density-Based Clustering	72
Robust Joint Graph learning for Multi-view Clustering	69
A Deep Learning-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets	59
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning	55
An Overall Evaluation on Benefits of Competitive Influence Diffusion	51
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities	47
DSTAGCN: Dynamic Spatial-Temporal Adjacent Graph Convolutional Network for Traffic Forecasting	46
Debiased Cross Contrastive Quantization for Unsupervised Image Retrieval	46
Momentum-Incorporated Symmetric Non-Negative Latent Factor Models	40
Local High-Order Graph Learning for Multi-View Clustering	37
Graph Convolutional Networks with Collaborative Feature Fusion for Sequential Recommendation	36
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs	35
Online Heterogeneous Streaming Feature Selection Without Feature Type Information	35
Multiple Distance-Based Coding: Toward Scalable Feature Matching for Large-Scale Web Image Search	35
Grasping Inter-Attribute and Temporal Variability in Multivariate Time Series	35

Automated Labeling for Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning on Big Data	31
Meta-Learning Based Classification for Moving Object Trajectories in Mobile IoT	29
A Lightweight Matrix Factorization for Recommendation With Local Differential Privacy in Big Data	28
Stark: Fast and Scalable Strassen’s Matrix Multiplication Using Apache Spark	28