OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Big Data is 33. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Billion-Scale Similarity Search with GPUs	741
Network Representation Learning: A Survey	341
Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network	235
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems	120
Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification	98
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing	80
A Big Data Enabled Channel Model for 5G Wireless Communication Systems	75
Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing	72
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak	69
Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis	68
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources	68
Federated Forest	67
NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users	65
COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations	65
Data-Driven Web APIs Recommendation for Building Web Applications	63
Time Series Anomaly Detection for Trustworthy Services in Cloud Computing Systems	63
Short-Term Rainfall Forecasting Using Multi-Layer Perceptron	61
Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery	60
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation	58
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory	52
Dynamics of Public Opinions in an Online and Offline Social Network	51
COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature	50
Clustering Analysis in the Wireless Propagation Channel with a Variational Gaussian Mixture Model	43
A Multi-Order Distributed HOSVD with Its Incremental Computing for Big Services in Cyber-Physical-Social Systems	42
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices	41

Sense and Sensibility: Characterizing Social Media Users Regarding the Use of Controversial Terms for COVID-19	37
Big Data Processing Workflows Oriented Real-Time Scheduling Algorithm using Task-Duplication in Geo-Distributed Clouds	37
B4SDC: A Blockchain System for Security Data Collection in MANETs	36
Hierarchical Particle Swarm Optimization-incorporated Latent Factor Analysis for Large-Scale Incomplete Matrices	36
Overlapping Community Change-Point Detection in an Evolving Network	35
Urban Anomaly Analytics: Description, Detection, and Prediction	34
WiFind: Driver Fatigue Detection with Fine-Grained Wi-Fi Signal Features	34
Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political Entanglements	34