Ieee Transactions On Big Data publishes peer reviewed articles with big data as the main focus. The articles will provide cross disciplinary innovative research ideas and applications results for big data including novel theory, algorithms and applications.Research areas for big data include, but are not restricted to, big data analytics, big data visualization, big data curation and management, big data semantics, big data infrastructure,big data standards, big data performance analyses, intelligence from big data,scientific discovery from big data security, privacy,and legal issues specific to big data. Applications of big data in the fields of endeavor where massive data is generated are of particular interest.
IEEE大数据交易(Ieee Transactions On Big Data)是一本由IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC出版的一本Multiple学术刊物，主要报道Multiple相关领域研究成果与实践。本刊已入选来源期刊，出版周期4 issues/year。2021-2022年最新版WOS分区等级：Q1，2023年发布的影响因子为7.5，CiteScore指数11.8，SJR指数1.821。本刊非开放获取期刊。 Ieee Transactions On Big Data发表以大数据为主要关注点的同行评审文章。这些文章将提供跨学科的创新研究思路和大数据应用成果，包括新颖的理论、算法和应用。大数据的研究领域包括但不限于大数据分析、大数据可视化、大数据管理和管理、大数据语义、大数据基础设施、大数据标准、大数据性能分析、大数据情报、大数据科学发现、安全、隐私以及大数据特有的法律问题。大数据在生成海量数据的领域中的应用尤其令人感兴趣。
Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2715166
A Survey on Geographically Distributed Big-Data Processing Using MapReduce
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2723473
A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud System
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2811501
SEEN: A Selective Encryption Method to Ensure Confidentiality for Big Sensing Data Streams
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2702172
Big Data for Cybersecurity: Vulnerability Disclosure Trends and Dependencies
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2723570
Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2672672
Heterogeneous Data Storage Management with Deduplication in Cloud Computing
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2701352
Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2797977
Performance-Oriented Deployment of Streaming Applications on Cloud
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2720622
Multiple Distance-Based Coding: Toward Scalable Feature Matching for Large-Scale Web Image Search
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2919570
Non-Stationary Model for Crime Rate Inference Using Modern Urban Data
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2786405
Detecting Anomalous Behavior in Cloud Servers by Nested-Arc Hidden SEMI-Markov Model with State Summarization
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2736555
A Secure High-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction in Cloud Environment
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2803841
3D Terrain Multiobjective Deployment Optimization of Heterogeneous Directional Sensor Networks in Security Monitoring
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2685581
Multi-Modal Description of Public Safety Events Using Surveillance and Social Media
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2656918
Efficient Secure Outsourcing of Large-Scale Convex Separable Programming for Big Data
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2787198
Heterogeneous Architectures for Big Data Batch Processing in MapReduce Paradigm
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2736557
MemepiC: Towards a Unified In-Memory Big Data Management System
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2789286
Handling Big Data Using a Data-Aware HDFS and Evolutionary Clustering Technique
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2782785
A Novel Methodology to Acquire Live Big Data Evidence from the Cloud
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2683521
Hierarchical Density-Based Clustering using MapReduce
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2907624
Understanding Urban Dynamics From Massive Mobile Traffic Data
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2778721
Spamdoop: A Privacy-Preserving Big Data Platform for Collaborative Spam Detection
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2716409
A Distributed Computing Platform for fMRI Big Data Analytics
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2811508
Pattern Discovery in Internet Background Radiation
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2723893
Deadline-Aware Cost Optimization for Spark
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2908188
Survey and Analysis of Current End-user Data Analytics Tool Support
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2921774
Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2922969
Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2810187
Context-Driven Granular Disclosure Control for Internet of Things Applications
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2737463
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2940675
Data-Pattern Enabled Self-Recovery Low-Power Storage System for Big Video Data
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2750699
Sampling Big Trajectory Data for Traversal Trajectory Aggregate Query
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2830780
Efficient Recommendation of De-Identification Policies Using MapReduce
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2690660
Noise-Resistant Statistical Traffic Classification
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2735996
Fast and Positive Definite Estimation of Large Covariance Matrix for High-Dimensional Data Analysis
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2937785
A Shared-Memory Algorithm for Updating Tree-Based Properties of Large Dynamic Networks
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2870136
d-Simplexed: Adaptive Delaunay Triangulation for Performance Modeling and Prediction on Big Data Analytics
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2948338
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2758792
Research on Escaping the Big-Data Traps in O2O Service Recommendation Strategy
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2915798
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2867583
Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2907588
A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2843766
Towards Dynamic Verifiable Pattern Matching
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2868657
SIMiner: A Stigmergy-Based Model for Mining Influential Nodes in Dynamic Social Networks
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2018.2824826
Uncovering Local Hierarchical Overlapping Communities at Scale
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2940450
Scalable User-Substation Assignment with Big Data from Power Grids
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2017.2766153
Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2943473
Effective and Efficient Content Redundancy Detection of Web Videos
来源期刊：IEEE Transactions on Big DataDOI：10.1109/TBDATA.2019.2913674
Efficient Graph Processing with Invalid Update Filtration
来源期刊：IEEE Transactions on Big DataDOI：10.1109/tbdata.2019.2921358
