IEEE Transactions on Big Data

Titel Veröffentlichungsdatum Sprache Zitate
Billion-Scale Similarity Search with GPUs2021/07/0113
Personalized Federated Learning with Adaptive Batchnorm for Healthcare2024/01/0111
Network Representation Learning: A Survey2020/03/019
Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network2021/10/018
Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks2019/12/017
Short-Term Rainfall Forecasting Using Multi-Layer Perceptron2020/03/016
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing2022/02/016
Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political Entanglements2021/03/015
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak2021/03/015
Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid2019/03/014
NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users2022/02/014
MarS-FL: Enabling Competitors to Collaborate in Federated Learning2024/01/014
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors2023/04/014
A Survey on Geographically Distributed Big-Data Processing Using MapReduce2019/03/014
Incremental Deep Computation Model for Wireless Big Data Feature Learning2020/06/013
A Deep Learning-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets2021/06/013
A Big Data-as-a-Service Framework: State-of-the-Art and Perspectives2018/09/013
Fusing Location Data for Depression Prediction2021/06/013
Hierarchical Density-Based Clustering Using MapReduce2021/03/013
Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis2020/06/013
Hierarchical Particle Swarm Optimization-incorporated Latent Factor Analysis for Large-Scale Incomplete Matrices2021/01/013
Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning2024/01/013
Data-Driven Web APIs Recommendation for Building Web Applications2022/06/013
Collaborative Filtering With Network Representation Learning for Citation Recommendation2022/10/013
STGAN: Spatio-Temporal Generative Adversarial Network for Traffic Data Imputation2023/02/012
BusBeat: Early Event Detection with Real-Time Bus GPS Trajectories2021/06/012
COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature2021/03/012
Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations2018/03/012
A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data2021/06/012
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory2022/02/012