OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Big Data is 29. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Billion-Scale Similarity Search with GPUs	1021
Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network	254
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems	125
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources	117
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing	83
Federated Forest	78
NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users	74
Data-Driven Web APIs Recommendation for Building Web Applications	73
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory	73
COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations	73
Time Series Anomaly Detection for Trustworthy Services in Cloud Computing Systems	72
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak	69
Dynamics of Public Opinions in an Online and Offline Social Network	58
COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature	55
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices	51
Urban Anomaly Analytics: Description, Detection, and Prediction	46
Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political Entanglements	45
A Multi-Order Distributed HOSVD with Its Incremental Computing for Big Services in Cyber-Physical-Social Systems	43
Hyperbolic Graph Attention Network	43
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors	42
Hierarchical Particle Swarm Optimization-incorporated Latent Factor Analysis for Large-Scale Incomplete Matrices	41
B4SDC: A Blockchain System for Security Data Collection in MANETs	40
Sense and Sensibility: Characterizing Social Media Users Regarding the Use of Controversial Terms for COVID-19	37
An Incremental Tensor-Train Decomposition for Cyber-Physical-Social Big Data	36
Privacy-Preserving Aggregation in Federated Learning: A Survey	35

Multi-View Clustering With Self-Representation and Structural Constraint	35
Achieving Efficient and Privacy-Preserving Cross-Domain Big Data Deduplication in Cloud	35
A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud Systems	31
Predicting and Understanding Student Learning Performance Using Multi-Source Sparse Attention Convolutional Neural Networks	30
P-MOD: Secure Privilege-Based Multilevel Organizational Data-Sharing in Cloud Computing	29
LSTM Based Phishing Detection for Big Email Data	29