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Big Data, IEEE Transactions on

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中文名称：大数据，IEEE交易

ISSN：2332-7790
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发文量：99

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1.Sleepy: Wireless Channel Data Driven Sleep Monitoring via Commodity WiFi Devices

机译：Sleepy：无线通道数据驱动睡眠监控通过商品WiFi设备
- 作者：Gu Yu;Zhang Yifan;Li Jie;Ji Yusheng;An Xin;Ren Fuji
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Monitoring;
- Wireless fidelity;
- Sleep apnea;
- Wireless communication;
- Sensors;
- Wireless sensor networks;
- Wireless channel data;
- sleep monitoring;
- off-the-shelf WiFi devices;
2.WiFind: Driver Fatigue Detection with Fine-Grained Wi-Fi Signal Features

机译：Wifind：司机疲劳检测用细粒度的Wi-Fi信号功能
- 作者：Jia Weijia;Peng Hongjian;Ruan Na;Tang Zhiqing;Zhao Wei
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Vehicles;
- Fatigue;
- Wireless fidelity;
- Feature extraction;
- OFDM;
- Wireless communication;
- Monitoring;
- Driver fatigue detection;
- channel state information;
- wireless signal processing;
3.Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing

机译：边缘计算无线大数据训练模型的差异隐私保留
- 作者：Du Miao;Wang Kun;Xia Zhuoqun;Zhang Yan
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
4.Special Issue on Wireless Big Data

机译：无线大数据的特刊
- 作者：Yang Yang;Li Jie;Wang Cheng-Xiang;Tirkkonen Olav;Zhou Ming-Tuo
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
5.A Big Data Enabled Channel Model for 5G Wireless Communication Systems

机译：为5G无线通信系统启用了大数据的通道模型
- 作者：Huang Jie;Wang Cheng-Xiang;Bai Lu;Sun Jian;Yang Yang;Li Jie;Tirkkonen Olav;Zhou Ming-Tuo
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Big data;
- wireless communications;
- machine learning;
- channel modeling;
- artificial neural network;
6.Big Data Privacy in Biomedical Research

机译：生物医学研究中的大数据隐私
- 作者：Wang Shuang;Bonomi Luca;Dai Wenrui;Chen Feng;Cheung Cynthia;Bloss Cinnamon S.;Cheng Samuel;Jiang Xiaoqian
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Biomedical research;
- data privacy;
- data security;
- genome analysis;
- bioethics;
7.Extracting Medical Knowledge from Crowdsourced Question Answering Website

机译：从众众问题回答网站中提取医学知识
- 作者：Li Yaliang;Liu Chaochun;Du Nan;Fan Wei;Li Qi;Gao Jing;Zhang Chenwei;Wu Hao
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
8.Comorbidity Patterns and Its Impact on Health Outcomes: Two-Way Clustering Analysis

机译：合并症模式及其对健康结果的影响：双向聚类分析
- 作者：Ghosh Debopriya;Cabrera Javier;Adam Tarek N.;Levounis Petros;Adam Nabil R.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
9.Kira: Processing Astronomy Imagery Using Big Data Technology

机译：基拉：使用大数据技术处理天文图像
- 作者：Zhang Zhao;Barbary Kyle;Nothaft Frank Austin;Sparks Evan R.;Zahn Oliver;Franklin Michael J.;Patterson David A.;Perlmutter Saul
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Sparks;
- Astronomy;
- Pipelines;
- Big data;
- Telescopes;
- Transient analysis;
- Image processing;
- Distributed computing;
- data processing;
- astronomy;
- many-task applications;
10.Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis

机译：基于模型的生物学图像分析的转移与多任务学习
- 作者：Zhang Wenlu;Li Rongjian;Zeng Tao;Sun Qian;Kumar Sudhir;Ye Jieping;Ji Shuiwang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
11.Comparison of Different Machine Learning Approaches to Predict Small for Gestational Age Infants

机译：不同机器学习方法的比较预测胎龄婴幼儿
- 作者：Li JianQiang;Liu Lu;Sun Jingchao;Mo Haowen;Yang Ji-Jiang;Chen Shi;Liu Huiting;Wang Qing;Pan Hui
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Support vector machines;
- Pediatrics;
- Predictive models;
- Training;
- Radio frequency;
- Vegetation;
- Big data;
- Feature selection;
- machine learning;
- prediction model;
- small for gestational age;
12.Benchmarking Blocking Algorithms for Web Entities

机译：用于Web实体的基准阻塞算法
- 作者：Efthymiou Vasilis;Stefanidis Kostas;Christophides Vassilis
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Erbium;
- Big data;
- Poles and towers;
- Semantics;
- Knowledge engineering;
- Knowledge based systems;
- Information retrieval;
- Blocking;
- entity resolution;
- web of data;
13.Large-Scale Data Pollution with Apache Spark

机译：具有Apache Spark的大规模数据污染
- 作者：Hildebrandt Kai;Panse Fabian;Wilcke Niklas;Ritter Norbert
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Big data;
- Pollution;
- Databases;
- Generators;
- Prototypes;
- Gold;
- Standards;
- Data quality;
- duplicate detection;
- data pollution;
- Apache Spark;
14.On Power-Peak-Aware Scheduling for Large-Scale Shared Clusters

机译：关于大型共享集群的功率 - 峰值感知调度
- 作者：Jiang Yuxuan;Huang Zhe;Tsang Danny H. K.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Big Data;
- Servers;
- Task analysis;
- Processor scheduling;
- Computational modeling;
- Data models;
- Power demand;
- Energy efficiency;
- optimization;
- distributed systems;
15.Clustering Analysis in the Wireless Propagation Channel with a Variational Gaussian Mixture Model

机译：具有变分高斯混合模型的无线传播信道中的聚类分析
- 作者：Li Yupeng;Zhang Jianhua;Ma Zhanyu;Zhang Yu
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Gaussian mixture model;
- channel multipath clustering;
- variational Bayesian;
- K-means;
- expectation-maximization;
16.MWBS: An Efficient Many-to-Many Wireless Big Data Delivery Scheme

机译：MWB：一种有效的多对多无线数据传送方案
- 作者：Li Ruidong;Asaeda Hitoshi
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Wireless big data;
- many-to-many data delivery;
- information-centric network;
17.CloudFinder: A System for Processing Big Data Workloads on Volunteered Federated Clouds

机译：CloudFinder：在志愿联盟云上处理大数据工作负载的系统
- 作者：Rezgui Abdelmounaam;Davis Nickolas;Malik Zaki;Medjahed Brahim;Soliman Hamdy S.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第2期
- Cloud computing;
- Big Data;
- Computational modeling;
- Data models;
- Loading;
- Organizations;
- Big data;
- cloud federations;
- volunteer cloud computing;
- workload placement;
18.Message from the Incoming Editor-in-Chief

机译：来自传入编辑的消息
- 作者：Tang Jie
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
19.Network Representation Learning: A Survey

机译：网络代表学习：调查
- 作者：Zhang Daokun;Yin Jie;Zhu Xingquan;Zhang Chengqi
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Information networks;
- graph mining;
- network representation learning;
- network embedding;
20.Closed Walk Sampler: An Efficient Method for Estimating Eigenvalues of Large Graphs

机译：封闭式步行采样器：一种估算大图特征值的有效方法
- 作者：Han Guyue;Sethu Harish
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Graphs and networks;
- graph algorithms;
- graph sampling;
- eigenvalues;
- spectral graph theory;
21.From Megabits to CPU Ticks: Enriching a Demand Trace in the Age of MEC

机译：从兆位到CPU蜱虫：在MEC时代丰富需求追踪
- 作者：Malandrino Francesco;Chiasserini Carla-Fabiana;Avino Giuseppe;Malinverno Marco;Kirkpatrick Scott
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Big data applications;
- multi-access edge computing;
- real-world traces;
- network deployment;
22.E-Optimal Sensor Selection for Compressive Sensing-Based Purposes

机译：基于压缩感应的e-最佳传感器选择
- 作者：Joneidi Mohsen;Zaeemzadeh Alireza;Shahrasbi Behzad;Qi Guojun;Rahnavard Nazanin
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Sensor selection;
- E-optimality;
- restricted isometry property (RIP);
- sparse recovery;
23.Efficient Path Query Processing Over Massive Trajectories on the Cloud

机译：高效路径查询处理云上的大规模轨迹
- 作者：Li Ruiyuan;Ruan Sijie;Bao Jie;Li Yanhua;Wu Yingcai;Hong Liang;Zheng Yu
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Trajectory query processing;
- spatio-temporal data management;
- distributed computing;
- cloud computing;
24.Cornac: Tackling Huge Graph Visualization with Big Data Infrastructure

机译：Cormac：用大数据基础设施解决巨大的图形可视化
- 作者：Perrot Alexandre;Auber David
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Information visualization;
- big data;
- graphs;
- hadoop;
- spark;
25.Short-Term Rainfall Forecasting Using Multi-Layer Perceptron

机译：使用多层Perceptron的短期降雨预测
- 作者：Zhang Pengcheng;Jia Yangyang;Gao Jerry;Song Wei;Leung Hareton
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Rainfall forecast;
- deep neural network;
- multi-layer perceptron;
- short-term;
- atmospheric models;
26.Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data

机译：基于GPU的基于GRID基于GPU的COOMOCATION挖掘算法
- 作者：Sainju Arpan Man;Aghajarian Danial;Jiang Zhe;Prasad Sushil
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Colocation mining;
- GPU algorithms;
- spatial big data;
27.Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization

机译：通过加速近端交替线性化最小化解决的矩阵完成通过稀疏分解
- 作者：Fan Jicong;Zhao Mingbo;Chow Tommy W. S.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
28.Big Data Processing Workflows Oriented Real-Time Scheduling Algorithm using Task-Duplication in Geo-Distributed Clouds

机译：大数据处理在地理分布云中使用任务复制的实时调度算法面向实时调度算法
- 作者：Chen Huangke;Wen Jinming;Pedrycz Witold;Wu Guohua
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Cloud computing;
- big data;
- workflows;
- task-duplication;
- real-time scheduling;
29.Optimizing Taxi Driver Profit Efficiency: A Spatial Network-Based Markov Decision Process Approach

机译：优化出租车司机的利润效率：基于空间网络的马尔可夫决策过程方法
- 作者：Zhou Xun;Rong Huigui;Yang Chang;Zhang Qun;Khezerlou Amin Vahedian;Zheng Hui;Shafiq Zubair;Liu Alex X.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Markov decision process;
- spatial network;
- profit efficiency;
- driving recommendation;
30.Geospatial Event Detection by Grouping Emotion Contagion in Social Media

机译：通过在社交媒体中分组情感传染的地理空间事件检测
- 作者：Lwowski Brandon;Rad Paul;Choo Kim-Kwang Raymond
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Emotion analysis;
- expressive groups;
- machine learning;
- social contagion theory;
- social media analytics;
- topic extraction;
- twitter;
31.On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment

机译：论城市移动环境中出租车网络的机会拓扑
- 作者：Xu Ran;Li Yong;Chen Sheng
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Vehicular networks;
- taxi networks;
- mobility;
- dynamical connectivity;
- opportunistic topology;
- delay tolerance;
32.Overlapping Community Change-Point Detection in an Evolving Network

机译：在不断发展的网络中重叠的社区变换点检测
- 作者：Cheng Jiujun;Chen Minjun;Zhou MengChu;Gao Shangce;Liu Chunmei;Liu Cong
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Overlapping community;
- community evolution;
- change-point detection;
- low-pass filtering;
33.Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback

机译：快速张于隐式反馈的大规模上下文感知建议
- 作者：Chou Szu-Yu;Jang Jyh-Shing Roger;Yang Yi-Hsuan
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第1期
- Recommender system;
- collaborative filtering;
- context-aware recommendation;
- tensor factorization;
- implicit feedback;
34.A Novel Methodology to Acquire Live Big Data Evidence from the Cloud

机译：一种从云中获取Live Big Data证据的新方法
- 作者：Aniello Castiglione;Giuseppe Cattaneo;Giancarlo De Maio;Alfredo De Santis;Gianluca Roscigno
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Big Data;
- Cloud computing;
- Servers;
- Digital forensics;
- Videos;
35.Big Data Sanitization and Cyber Situational Awareness: A Network Telescope Perspective

机译：大数据消毒与网络情境意识：网络望远镜透视
- 作者：Elias Bou-Harb;Martin Husák;Mourad Debbabi;Chadi Assi
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Internet;
- Big Data;
- IP networks;
- Data models;
- Computer security;
- Time series analysis;
36.Noise-Resistant Statistical Traffic Classification

机译：抗噪声统计流量分类
- 作者：Binfeng Wang;Jun Zhang;Zili Zhang;Lei Pan;Yang Xiang;Dawen Xia
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Training data;
- Machine learning;
- Big Data;
- Feature extraction;
- Clustering algorithms;
- Computer security;
37.Pattern Discovery in Internet Background Radiation

机译：互联网背景辐射的模式发现
- 作者：Félix Iglesias;Tanja Zseby
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- IP networks;
- Big Data;
- Monitoring;
- Clustering methods;
- Pattern recognition;
- Telecommunication traffic;
- Feature extraction;
38.Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks

机译：大规模网络中梯形面积估计的异常检测新的几何区域分析技术
- 作者：Nour Moustafa;Jill Slay;Gideon Creech
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Principal component analysis;
- Big Data;
- Feature extraction;
- Estimation;
- Computer security;
39.3D Terrain Multiobjective Deployment Optimization of Heterogeneous Directional Sensor Networks in Security Monitoring

机译：安全监控中异构方向传感器网络的3D地形多目标部署优化
- 作者：Bin Cao;Jianwei Zhao;Zhihan Lv;Xin Liu
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Sensors;
- Three-dimensional displays;
- Mathematical model;
- Optimization;
- Wireless sensor networks;
- Probabilistic logic;
- Two dimensional displays;
40.Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams

机译：戒指：在文本流中实时新兴异常监测系统
- 作者：Weiren Yu;Jianxin Li;Md Zakirul Alam Bhuiyan;Richong Zhang;Jinpeng Huai
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Monitoring;
- Real-time systems;
- Big data;
- Correlation;
- Image edge detection;
- Scalability;
- Graphical models;
41.A Situational Analytic Method for User Behavior Pattern in Multimedia Social Networks

机译：多媒体社交网络中用户行为模式的情境分析方法
- 作者：Zhiyong Zhang;Ranran Sun;Xiaoxue Wang;Changwei Zhao
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
42.Multi-Modal Description of Public Safety Events Using Surveillance and Social Media

机译：使用监控和社交媒体的公共安全事件的多模态描述
- 作者：Zheng Xu;Lin Mei;Zhihan Lv;Chuanping Hu;Xiangfeng Luo;Hui Zhang;Yunhuai Liu
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Safety;
- Surveillance;
- Sensors;
- Cameras;
- Social networking (online);
- Videos;
- Crowdsourcing;
43.AnswerNet: Learning to Answer Questions

机译：答案：学习回答问题
- 作者：Zhiqiang Wan;Haibo He
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Feature extraction;
- Task analysis;
- Convolutional neural networks;
- Semantics;
- Transforms;
- Computational modeling;
- Visualization;
44.Sampling Big Trajectory Data for Traversal Trajectory Aggregate Query

机译：采样遍历轨迹综合查询的大轨迹数据
- 作者：Yichen Ding;Yanhua Li;Xun Zhou;Zhuojie Huang;Simin You;Jun Luo
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Trajectory;
- Query processing;
- Sampling methods;
- Monte Carlo methods;
- Big Data;
- Query processing;
45.QuantCloud: Enabling Big Data Complex Event Processing for Quantitative Finance Through a Data-Driven Execution

机译：QuantCloud：通过数据驱动的执行启用大数据复杂事件处理，用于定量融资
- 作者：Peng Zhang;Xiang Shi;Samee U. Khan
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Data models;
- Big Data;
- Finance;
- Task analysis;
- Servers;
- Biological system modeling;
- Computational modeling;
46.CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data

机译：Citylines：设计具有城市大数据的混合枢纽和辐条过渡系统
- 作者：Yanhua Li;Guanxiong Liu;Zhi-Li Zhang;Jun Luo;Fan Zhang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Public transportation;
- Quality of experience;
- Urban areas;
- Urban planning;
- Data analysis;
- Big Data;
47.A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification

机译：基于知识的关系预测和分类的双线性排名SVM
- 作者：Shengkang Yu;Xi Li;Xueyi Zhao;Zhongfei Zhang;Fei Wu;Jingdong Wang;Yueting Zhuang;Xuelong Li
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Knowledge based systems;
- Task analysis;
- Knowledge representation;
- Tensile stress;
- Big Data;
- Support vector machines;
- Predictive models;
48.Special Issue on Big Data Applications in Cyber Security and Threat Intelligence – Part 2

机译：网络安全与威胁情报大数据应用的特刊 - 第2部分
- 作者：Kim-Kwang Raymond Choo;Mauro Conti;Ali Dehghantanha
- 期刊名称：《Big Data, IEEE Transactions on》 | 2019年第4期
- Special issues and sections;
- Computer security;
- Big Data;
- Computer crime;
- Forensics;
- Data visualization;
- Real-time systems;
- Information security;
- Big Data applications;
49.A Time Series Mining Approach for Agricultural Area Detection

机译：农业面积检测的时间序列采矿方法
- 作者：Da Silva Joao Paulo;Zullo Jurandir Jr.;Romani Luciana Alvim Santos
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Environment;
- pixel classification;
- remote sensing;
- time series analysis;
50.Mosaicking Copernicus Sentinel-1 Data at Global Scale

机译：在全球范围内镶嵌哥白尼哨兵-1数据
- 作者：Syrris Vasileios;Corbane Christina;Pesaresi Martino;Soille Pierre
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Big data;
- remote sensing;
- mosaic;
- sentinel-1;
- SAR;
- copernicus;
- image compositing;
- histogram;
- discretization;
- rendering;
- image classification;
51.National Scale Surface Deformation Time Series Generation through Advanced DInSAR Processing of Sentinel-1 Data within a Cloud Computing Environment

机译：通过云计算环境中的Sentinel-1数据的先进DINSAR处理，全国规模表面变形时间序列发电
- 作者：Zinno I.;Bonano M.;Buonanno S.;Casu F.;De Luca C.;Manunta M.;Manzo M.;Lanari R.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Big data;
- Cloud Computing;
- DInSAR;
- P-SBAS;
- Earth surface deformation;
- Synthetic Aperture Radar;
- time series;
52.Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery

机译：使用Sentinel-1图像自动作物分类的云方法
- 作者：Shelestov Andrii;Lavreniuk Mykola;Vasiliev Vladimir;Shumilo Leonid;Kolotii Andrii;Yailymov Bohdan;Kussul Nataliia;Yailymova Hanna
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Cloud platform;
- machine learning;
- crop classification;
- satellite images;
53.Exploring Spring Onset at Continental Scales: Mapping Phenoregions and Correlating Temperature and Satellite-Based Phenometrics

机译：在大陆尺度上探索弹簧发作：映射快性和相关温度和基于卫星的现象
- 作者：Zurita-Milla Raul;Goncalves Romulo;Izquierdo-Verdiguier Emma;Ostermann Frank O.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Extended spring indices;
- land surface phenology;
- exploratory data analysis;
- big geo-data;
- Apache Spark;
54.Deep Neural Network-Based Impacts Analysis of Multimodal Factors on Heat Demand Prediction

机译：基于深度神经网络的影响对热需求预测的多模式因子的影响分析
- 作者：Ma Zhanyu;Xie Jiyang;Li Hailong;Sun Qie;Wallin Fredrik;Si Zhongwei;Guo Jun
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- District heating;
- deep learning;
- Elman neural network;
- heat demand;
- direct solar irradiance;
- wind speed;
55.Special Issue on Big Data From Space

机译：空间大数据的特刊
- 作者：Datcu Mihai;Le Moigne Jacqueline;Loekken Sveinung;Soille Pierre;Xia Gui-Song
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
56.Optical Compressive Imaging Technologies for Space Big Data

机译：空间大数据的光压缩成像技术
- 作者：Coluccia Giulio;Lastri Cinzia;Guzzi Donatella;Magli Enrico;Nardino Vanni;Palombi Lorenzo;Pippi Ivan;Raimondi Valentina;Ravazzi Chiara;Garoi Florin;Coltuc Daniela;Vitulli Raffaele;Marchi Alessandro Zuccaro
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
57.Multiple Testing for Outlier Detection in Space Telemetries

机译：空间遥控仪中的异常检测多次测试
- 作者：Barreyre Clementine;Laurent Beatrice;Loubes Jean-Michel;Boussouf Loic;Cabon Bertrand
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Space telemetries;
- two-sample test;
- outlier detection;
- multiple testing;
- non-parametric statistics;
58.Innovative Approach for PMM Data Processing and Analytics

机译：PMM数据处理和分析的创新方法
- 作者：De March R.;Leuzzi C.;Deffacis M.;Caronte F.;Mulone A. F.;Messineo R.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Big data;
- data analysis;
- data engineering;
- data mining;
- data processing;
59.Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data

机译：欧洲欧元数据光谱红移估算卷积神经网络
- 作者：Stivaktakis Radamanthys;Tsagkatakis Grigorios;Moraes Bruno;Abdalla Filipe;Starck Jean-Luc;Tsakalides Panagiotis
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Astrophysics;
- cosmology;
- deep learning;
- convolutional neural networks;
- spectroscopic redshift estimation;
- euclid;
60.ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark

机译：小行星：统一的天文大数据处理引擎超出火花
- 作者：Brahem Mariem;Zeitouni Karine;Yeh Laurent
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Astronomical survey data management;
- big data;
- spatial query processing;
- spark framework;
61.Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification

机译：超出剪辑分类：用于高光谱图像分类的光谱空间完全卷积网络
- 作者：Xu Yonghao;Du Bo;Zhang Liangpei
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Conditional random field;
- deep learning;
- fully convolutional network;
- hyperspectral image classification;
62.Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation

机译：利用遥感图像检索的深度特征：系统调查
- 作者：Tong Xin-Yi;Xia Gui-Song;Hu Fan;Zhong Yanfei;Datcu Mihai;Zhang Liangpei
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- Content-based image retrieval;
- remote sensing;
- feature extraction;
- similarity metric;
- relevance feedback;
63.Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery

机译：高分辨率遥感图像场景分类的挖掘深度语义表示
- 作者：Hu Fan;Xia Gui-Song;Yang Wen;Zhang Liangpei
- 期刊名称：《Big Data, IEEE Transactions on》 | 2020年第3期
- CNN;
- scene classification;
- semantic representation;
- pLSA;
- convolutional layer;
- fully-connected layer;
64.COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations

机译：Covid-19胸部CT图像分割网络通过多尺度融合和增强作用
- 作者：Yan Qingsen;Wang Bo;Gong Dong;Luo Chuan;Zhao Wei;Shen Jianhu;Ai Jingyang;Shi Qinfeng;Zhang Yanning;Jin Shuo;Zhang Liang;You Zheng
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- COVID-19;
- Computed tomography;
- Lung;
- Image segmentation;
- Feature extraction;
- Hospitals;
- Deep learning;
- Coronavirus disease 2019 pneumonia;
- COVID-19;
- deep learning;
- segmentation;
- multi-scale feature;
65.AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data

机译：AMIC：一种自适应信息理论方法，用于识别大时间序列数据中的多尺度时间相关性
- 作者：Nguyen Ho;Huy Vo;Mai Vu;Pedersen Torben Bach
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Correlation;
- Big Data;
- Time series analysis;
- Mutual information;
- Microsoft Windows;
- Public transportation;
- Measurement;
- Spatio-temporal data;
- correlation;
- streaming;
- big data;
- mutual information;
- adaptive sliding window;
- Apache Spark;
66.K-Nearest Neighbor Search by Random Projection Forests

机译：K-最近邻居按随机投影林进行搜索
- 作者：Yan Donghui;Wang Yingjie;Wang Jin;Wang Honggang;Li Zhenpeng
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Big Data;
- Vegetation;
- Computational complexity;
- Forestry;
- Data mining;
- Computers;
- Search problems;
- K-nearest neighbors;
- random projection forests;
- ensemble;
- unsupervised learning;
67.Leveraging Structured Biological Knowledge for Counterfactual Inference: A Case Study of Viral Pathogenesis

机译：利用结构化生物学知识进行反事实推断：病毒发病机制的案例研究
- 作者：Zucker Jeremy;Paneri Kaushal;Mohammad-Taheri Sara;Bhargava Somya;Kolambkar Pallavi;Bakker Craig;Teuton Jeremy;Hoyt Charles Tapley;Oxford Kristie;Ness Robert;Vitek Olga
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
68.Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

机译：关系学习改善了重症监护室Covid-19中死亡率的预测
- 作者：Wanyan Tingyi;Vaid Akhil;De Freitas Jessica K.;Somani Sulaiman;Miotto Riccardo;Nadkarni Girish N.;Azad Ariful;Ding Ying;Glicksberg Benjamin S.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- COVID-19;
- Diseases;
- Data models;
- Hospitals;
- Predictive models;
- Temperature measurement;
- Urban areas;
- Electronic health records;
- COVID-19;
- machine learning;
- deep learning;
- LSTM;
- heterogeneous graph model;
- relational learning;
- embeddings;
- ICU;
- mortality;
69.Fast Communication-Efficient Spectral Clustering over Distributed Data

机译：在分布式数据上快速通信 - 高效的频谱聚类
- 作者：Yan Donghui;Wang Yingjie;Wang Jin;Wu Guodong;Wang Honggang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
70.Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling

机译：将数据上下文结合到成本有效地自动化端到端的数据绞刑
- 作者：Koehler Martin;Abel Edward;Bogatu Alex;Civili Cristina;Mazilu Lacramioara;Konstantinou Nikolaos;Fernandes Alvaro A. A.;Keane John;Libkin Leonid;Paton Norman W.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Big Data;
- Information management;
- Data mining;
- Manuals;
- Cleaning;
- Automation;
- Computer science;
- Data wrangling;
- data matching;
- mapping generation;
- data transformation;
- data cleaning;
- source selection;
71.An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak

机译：一种流行病学神经网络利用动态图形结构化数据应用于Covid-19爆发
- 作者：La Gatta Valerio;Moscato Vincenzo;Postiglione Marco;Sperli Giancarlo
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
72.Measuring Human and Economic Activity From Satellite Imagery to Support City-Scale Decision-Making During COVID-19 Pandemic

机译：从卫星图像中衡量人类和经济活动，以支持Covid-19大流行期间的城市规模决策
- 作者：Minetto Rodrigo;Segundo Mauricio Pamplona;Rotich Gilbert;Sarkar Sudeep
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Satellites;
- COVID-19;
- Economics;
- Big Data;
- Buildings;
- Pandemics;
- Remote sensing;
- CNN-based object detection;
- human and economic activity assessment;
- COVID-19 pandemic;
73.Effective and Efficient Content Redundancy Detection of Web Videos

机译：Web视频的有效和高效的内容冗余检测
- 作者：Chen Yixin;Li Dongsheng;Hua Yu;He Wenbo
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Videos;
- Feature extraction;
- Visualization;
- Image color analysis;
- Redundancy;
- Indexing;
- Big Data;
- Near-duplicate detection;
- web videos;
- instance-based learning;
- multiple instance learning;
74.Research on Escaping the Big-Data Traps in O2O Service Recommendation Strategy

机译：逃离O2O服务推荐战略中大数据陷阱的研究
- 作者：Xiao Xue;Shuai Huangfu;Zhang Lejun;Wang Shufang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
75.Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political Entanglements

机译：Covid-19疫情在中国的误导：文化，社会和政治纠缠
- 作者：Leng Yan;Zhai Yujia;Sun Shaojing;Wu Yifei;Selzer Jordan;Strover Sharon;Zhang Hezhao;Chen Anfan;Ding Ying
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Misinformation;
- COVID-19;
- social media;
- evolution;
- scientific communication;
76.Country Image in COVID-19 Pandemic: A Case Study of China

机译：Covid-19大流行的国家形象：以中国为例
- 作者：Chen Huimin;Zhu Zeyu;Qi Fanchao;Ye Yining;Liu Zhiyuan;Sun Maosong;Jin Jianbin
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Twitter;
- Sentiment analysis;
- Bit error rate;
- Media;
- Labeling;
- Big Data;
- Country image;
- aspect-based sentiment analysis;
- social media;
77.RoD: Evaluating the Risk of Data Disclosure Using Noise Estimation for Differential Privacy

机译：棒：评估使用噪声估计进行差异隐私的数据披露风险
- 作者：Tsou Yao-Tung;Chen Hung-Li;Chen Jia-Yang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Differential privacy;
- data privacy;
- privacy evaluation;
- noise;
78.Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems

机译：推荐系统不受约束非负潜在因子分析的算法
- 作者：Luo Xin;Zhou Mengchu;Li Shuai;Wu Di;Liu Zhigang;Shang Mingsheng
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
79.Automated Labeling for Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning on Big Data

机译：通过大数据的多感官半监督学习自动标记机器人自主导航
- 作者：Xu Junhong;Zhu Shangyue;Guo Hanqing;Wu Shaoen
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
- Navigation;
- Task analysis;
- Training;
- Cameras;
- Robot vision systems;
- Autonomous systems;
- Intelligent robots;
- Robot learning;
- Semisupervised learning;
80.Hierarchical Density-Based Clustering Using MapReduce

机译：基于分层密度的群集使用MapReduce
- 作者：dos Santos Joelson Antonio;Syed Talat Iqbal;Naldi Murilo C.;Campello Ricardo J. G. B.;Sander Joerg
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
81.Deadline-Aware Cost Optimization for Spark

机译：截止日期意识到火花的成本优化
- 作者：Sidhanta Subhajit;Golab Wojciech;Mukhopadhyay Supratik
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第1期
82.Velocity-Aware Parallel Encryption Algorithm with Low Energy Consumption for Streams

机译：速度感知并行加密算法，具有低能量消耗的流
- 作者：Fei Xiongwei;Li Kenli;Yang Wangdong;Li Keqin
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
83.Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network

机译：卷积自动化器神经网络医学图像分析深度特征学习
- 作者：Chen Min;Shi Xiaobo;Zhang Yin;Wu Di;Guizani Mohsen
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
84.Enhanced Locality-Sensitive Hashing for Fingerprint Forensics Over Large Multi-Sensor Databases

机译：在大型多传感器数据库上增强了针对指纹取证的位置敏感散列
- 作者：Zhou Wei;Hu Jiankun;Wang Song
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Indexing;
- Three-dimensional displays;
- Two dimensional displays;
- Big Data;
- Distortion;
- Biometrics;
- fingerprint indexing;
- hash;
- fusion;
85.Security-Aware Resource Allocation for Mobile Social Big Data: A Matching-Coalitional Game Solution

机译：安全感知移动社会大数据的资源分配：匹配 - 联盟游戏解决方案
- 作者：Su Zhou;Xu Qichao
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
86.Game Theory Based Correlated Privacy Preserving Analysis in Big Data

机译：基于博弈论基于大数据的相关隐私保留分析
- 作者：Wu Xiaotong;Wu Taotao;Khan Maqbool;Ni Qiang;Dou Wanchun
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Data privacy;
- Privacy;
- Big data;
- Games;
- Nash equilibrium;
- Analytical models;
- Differential privacy;
- privacy preservation;
- game theory;
- big data;
87.A Pre-Authentication Approach to Proxy Re-Encryption in Big Data Context

机译：大数据上下文中的代理重新加密的预认证方法
- 作者：Wang Kun;Yu Jiahui;Liu Xiulong;Guo Song
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Receivers;
- Big data;
- Encryption;
- Privacy;
- Cloud computing;
- Privacy-preserving;
- pre-authentication;
- proxy re-encryption;
- big data;
88.Secure Authentication in Cloud Big Data with Hierarchical Attribute Authorization Structure

机译：具有分层属性授权结构的云大数据中的安全身份验证
- 作者：Shen Jian;Liu Dengzhi;Liu Qi;Sun Xingming;Zhang Yan
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Big Data;
- Cloud computing;
- Protocols;
- Authentication;
- Authorization;
- Cloud big data;
- authentication protocol;
- tree-based signature;
- hierarchical attribute authorization;
89.Privacy-Accuracy Trade-Off in Differentially-Private Distributed Classification: A Game Theoretical Approach

机译：差异私有分布式分类中的隐私准确性权衡：游戏理论方法
- 作者：Xu Lei;Jiang Chunxiao;Qian Yi;Li Jianhua;Zhao Youjian;Ren Yong
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Games;
- Data privacy;
- Privacy;
- Distributed databases;
- Protocols;
- Game theory;
- Distributed data mining;
- differential privacy;
- game theory;
- satisfaction equilibrium;
- equilibrium learning;
90.Correlated Differential Privacy Protection for Mobile Crowdsensing

机译：相关差分隐私保护对移动人群的相关性隐私保护
- 作者：Chen Jianwei;Ma Huadong;Zhao Dong;Liu Liang
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Mobile crowdsensing;
- privacy preserving;
- differential privacy;
- correlated sensing data;
91.Privacy-Preserving Data Encryption Strategy for Big Data in Mobile Cloud Computing

机译：移动云计算中大数据的隐私保留数据加密策略
- 作者：Gai Keke;Qiu Meikang;Zhao Hui
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Data privacy;
- Encryption;
- Mobile communication;
- Big Data;
- Cloud computing;
- Privacy;
- Privacy-preserving;
- data encryption strategy;
- big data;
- mobile cloud computing;
- cybersecurity;
92.Optimizing Share Size in Efficient and Robust Secret Sharing Scheme for Big Data

机译：在高数据的高效和强大的秘密共享方案中优化共享规模
- 作者：Tran Phuong Thao;Rahman Mohammad Shahriar;Bhuiyan Md Zakirul Alam;Kubota Ayumu;Kiyomoto Shinsaku;Omote Kazumasa
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
93.SecFact: Secure Large-scale QR and LU Factorizations

机译：SECFACT：安全大规模QR和LU肤化
- 作者：Luo Changqing;Zhang Kaijin;Salinas Sergio;Li Pan
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Big data;
- QR factorization;
- LU factorization;
- secure outsourcing;
94.An Improved Secure High-Order-Lanczos Based Orthogonal Tensor SVD for Outsourced Cyber-Physical-Social Big Data Reduction

机译：一种改进的安全高阶 - Lanczos基于外包的外包张力SVD，用于外包网络物理社会社会大数据减少
- 作者：Feng Jun;Yang Laurence T.;Dai Guohui;Chen Jinjun;Yan Zheng
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Tensile stress;
- Big Data;
- Cloud computing;
- Data privacy;
- Synchronization;
- Encryption;
- Cyber-physical-social systems;
- privacy-preserving;
- encrypted data processing;
- tensor;
- high-order Lanczos;
- big data;
- cloud computing;
95.Secure $k$k-NN Query on Encrypted Cloud Data with Multiple Keys

机译：secure $ k $ $ <替代品> k < / renternativings>/inline-formula>-nn查询加密云数据与多个键
- 作者：Cheng Ke;Wang Liangmin;Shen Yulong;Wang Hua;Wang Yongzhi;Jiang Xiaohong;Zhong Hong
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第4期
- Data security;
- k-NN query;
- multiple keys;
- cloud computing;
96.Integrating Data and Model Space in Ensemble Learning by Visual Analytics

机译：通过视觉分析将数据和模型空间集成在集合学习中
- 作者：Schneider Bruno;Jaeckle Dominik;Stoffel Florian;Diehl Alexandra;Fuchs Johannes;Keim Daniel
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第3期
- Data models;
- Analytical models;
- Visualization;
- Data visualization;
- Machine learning;
- Buildings;
- Task analysis;
- Classification;
- ensemble learning;
- data visualization;
- graphical user interfaces;
97.Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species

机译：时空事件预测的视觉分析：调查侵袭性种类的传播动态
- 作者：Seebacher Daniel;Hauessler Johannes;Hundt Michael;Stein Manuel;Mueller Hannes;Engelke Ulrich;Keim Daniel A.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第3期
- Data visualization;
- Big Data;
- Temperature measurement;
- Visualization;
- Europe;
- Insects;
- Industries;
- Geographic information systems;
- data visualization;
- supervised learning;
98.Modeling and Visualizing Student Flow

机译：建模和可视化学生流程
- 作者：Raji Mohammad;Duggan John;DeCotes Blaise;Huang Jian;Vander Zanden Bradley
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第3期
- Data visualization;
- Data science;
- Sociology;
- Statistics;
- Databases;
- Data models;
- Vegetation;
- Big data applications;
- data analysis;
- data visualization;
99.Visualization of Big Spatial Data Using Coresets for Kernel Density Estimates

机译：使用核心密度估计的刻录物可视化大空间数据
- 作者：Zheng Yan;Ou Yi;Lex Alexander;Phillips Jeff M.
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第3期
- Data visualization;
- Kernel;
- Spatial databases;
- Visualization;
- Big Data;
- Geospatial analysis;
- Sociology;
- Spatial data visualization;
- sampling;
- big data;
- coresets;
100.Billion-Scale Similarity Search with GPUs

机译：用GPU的十亿规模的相似性搜索
- 作者：Johnson Jeff;Douze Matthijs;Jegou Herve
- 期刊名称：《Big Data, IEEE Transactions on》 | 2021年第3期
- Similarity search;
- multimedia databases;
- indexing methods;
- graphical processing units;

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