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IEEE International Conference on Big Data

召开年：2018
召开地：Seattle(US)
出版时间：-

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1.PROPS: Probabilistic personalization of black-box sequence models

机译：PROPS：黑盒序列模型的概率个性化
- 作者：Michael Thomas Wojnowicz;Xuan Zhao
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Hidden Markov models;
- Training;
- Probabilistic logic;
- Computational modeling;
- Perturbation methods;
- Predictive models;
- Data models;
2.K-nearest Neighbor Search by Random Projection Forests

机译：通过随机投影森林进行的K近邻搜索
- 作者：Donghui Yan;Yingjie Wang;Jin Wang;Honggang Wang;Zhenpeng Li
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Vegetation;
- Machine learning algorithms;
- Forestry;
- Machine learning;
- Computational complexity;
- Clustering algorithms;
- Big Data;
3.Technology Assisted Review of Images using Machine Vision

机译：技术辅助使用机器视觉查看图像
- 作者：Thanasis Schoinas;Diba Esbati
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Feature extraction;
- Visualization;
- Training;
- Law;
- Industries;
- Computer vision;
4.Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models

机译：使用深度学习和参数模型的视频游戏中的客户终身价值
- 作者：Pei Pei Chen;Anna Guitart;Ana Fernández del Río;África Periáñez
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Games;
- Computational modeling;
- Predictive models;
- Deep learning;
- Parametric statistics;
- Biological system modeling;
- Time series analysis;
5.Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning

机译：利用高分辨率卫星图像和深度学习对荒地城市交界处的土地覆盖分类
- 作者：Mai H. Nguyen;Jessica Block;Daniel Crawl;Vincent Siu;Akshit Bhatnagar;Federico Rodriguez;Alison Kwan;Namrita Baru;Ilkay Altintas
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Satellites;
- Vegetation mapping;
- Deep learning;
- Forestry;
- Remote sensing;
- Pipelines;
- Earth;
6.Affective Natural Language Generation by Phrase Insertion

机译：通过短语插入产生情感自然语言
- 作者：Tomasz Dryjański;Paweł Bujnowski;Hyungtak Choi;Katarzyna Podlaska;Kamil Michalski;Katarzyna Beksa;Paweł Kubik
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Training;
- Task analysis;
- Training data;
- Natural languages;
- Data models;
- Indexes;
- Earth Observing System;
7.Content-based Classification of Political Inclinations of Twitter Users

机译：基于内容的Twitter用户政治倾向分类
- 作者：Marco Di Giovanni;Marco Brambilla;Stefano Ceri;Florian Daniel;Giorgia Ramponi
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Twitter;
- Voting;
- Syntactics;
- Frequency conversion;
- Time-frequency analysis;
- Feature extraction;
8.Analyzing False Positive Source Code Vulnerabilities Using Static Analysis Tools

机译：使用静态分析工具分析错误的肯定源代码漏洞
- 作者：Foteini Cheirdari;George Karabatis
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Tools;
- Static analysis;
- Software systems;
- Market research;
- Cryptography;
9.Query Answering On Uncertain Big RDF Data Using Apache Spark Framework

机译：使用Apache Spark框架查询不确定的大RDF数据
- 作者：Salima Benbernou;Mourad Ouziri
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Resource description framework;
- Probabilistic logic;
- Uncertainty;
- Cognition;
- Big Data;
- Databases;
- Measurement uncertainty;
10.Implementing Grover’s Algorithm on the IBM Quantum Computers

机译：在IBM Quantum计算机上实施Grover算法
- 作者：Aamir Mandviwalla;Keita Ohshiro;Bo Ji
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computers;
- Logic gates;
- Qubit;
- Machine learning algorithms;
- Approximation algorithms;
- Quantum mechanics;
11.Countering Inside Threat Actors in Algorithm-Based Media

机译：在基于算法的媒体中对抗内部威胁参与者
- 作者：Tyler D. Smith
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Media;
- Facebook;
- Google;
- Digital signatures;
- Voting;
12.The Impact of Antidumping Protection Against China: Evidence From Traditional And New Antidumping Users

机译：反倾销保护对中国的影响：来自传统和新的反倾销用户的证据
- 作者：Lin Huo;Qin Bao;Xiaoning Cui
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Exchange rates;
- Market research;
- Economic indicators;
- Macroeconomics;
- Databases;
- Government;
13.Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding

机译：法律文件审查中的可解释文本分类-以可解释预测编码为例
- 作者：Rishi Chhatwal;Peter Gronvall;Nathaniel Huber-Fliflet;Robert Keeling;Jianping Zhang;Haozhen Zhao
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Predictive coding;
- Law;
- Predictive models;
- Text categorization;
- Machine learning;
14.Automated Generation and Selection of Interpretable Features for Enterprise Security

机译：自动生成和选择可解释的企业安全功能
- 作者：Jiayi Duan;Ziheng Zeng;Alina Oprea;Shobha Vasudevan
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Security;
- Feature extraction;
- Clustering algorithms;
- Boolean functions;
- Malware;
- Fourier transforms;
- Training data;
15.Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs Usable

机译：修剪毛球：使密集图可用的切边策略
- 作者：Darren Edge;Jonathan Larson;Markus Mobius;Christopher White
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Task analysis;
- Layout;
- Filtering;
- Image edge detection;
- Measurement;
- Artificial intelligence;
- Navigation;
16.A Chronological Edge-Driven Approach to Temporal Subgraph Isomorphism

机译：时间边图同构的时序边缘驱动方法
- 作者：Patrick Mackey;Katherine Porterfield;Erin Fitzhenry;Sutanay Choudhury;George Chin
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Pattern matching;
- Big Data;
- Timing;
- Social network services;
- Conferences;
- Indexes;
- Malware;
17.Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation

机译：利用深度CNN进行转移学习，以进行性别识别和年龄估计
- 作者：Philip Smith;Cuixian Chen
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Training;
- Estimation;
- Feature extraction;
- Task analysis;
- Face recognition;
- Neural networks;
- Deep learning;
18.Context Aware Recommender System for Large Scaled Flash Sale Sites

机译：大型Flash销售网站的情境感知推荐系统
- 作者：Wanying Ding;Ran Xu;Ying Ding;Yue Zhang;Chuanjiang Luo;Zhendong Yu
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Recommender systems;
- Mathematical model;
- Context modeling;
- Collaboration;
- Deep learning;
- Adaptation models;
19.A Batched Multi-Armed Bandit Approach to News Headline Testing

机译：新闻头条测试的分批多武装强盗方法
- 作者：Yizhi Mao;Miao Chen;Abhinav Wagle;Junwei Pan;Michael Natkovich;Don Matheson
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Testing;
- Indexes;
- Advertising;
- Bayes methods;
- Big Data;
- Media;
- Optimization;
20.Divide-and-Conquer Kronecker Product Decomposition for Memory-Efficient Graph Approximation

机译：用于内存有效图逼近的分而治之Kronecker乘积分解
- 作者：Venkata Suhas Maringanti;Ming Shao
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Approximation algorithms;
- Matrices;
- Clustering algorithms;
- Social network services;
- Sparse matrices;
- Partitioning algorithms;
- Laplace equations;
21.An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation

机译：存储最佳MatDot码在编码矩阵乘法中的应用：快速k最近邻估计
- 作者：Utsav Sheth;Sanghamitra Dutta;Malhar Chaudhari;Haewon Jeong;Yaoqing Yang;Jukka Kohonen;Teemu Roos;Pulkit Grover
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computational modeling;
- Parallel processing;
- Systematics;
- Data models;
- Approximation algorithms;
- Big Data;
- Indexes;
22.Towards a data-driven behavioral approach to prediction of insider-threat

机译：迈向以数据驱动的行为方法来预测内部威胁
- 作者：Subhasree Basu;Yi Han Victoria Chua;Mei Wah Lee;Wanyu Geraldine Lim;Tomasz Maszczyk;Zheng Guo;Justin Dauwels
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Games;
- Task analysis;
- Atmospheric measurements;
- Particle measurements;
- Linguistics;
- Organizations;
- Psychology;
23.Communication Model for Parallel Iterative Stream Processing

机译：并行迭代流处理的通信模型
- 作者：Sachini Jayasekara;Xunyun Liu;Shanika Karunasekera;Aaron Harwood
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computational modeling;
- Synchronization;
- Distributed databases;
- Task analysis;
- Iterative algorithms;
- Out of order;
24.Ensemble Machine Learning Systems for the Estimation of Steel Quality Control

机译：集成式机器学习系统，用于钢质量控制评估
- 作者：Fucun Li;Jianqing Wu;Fang Dong;Jiayin Lin;Geng Sun;Huaming Chen;Jun Shen
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Steel;
- Production;
- Quality control;
- Machine learning;
- Manufacturing;
- Steel industry;
- Companies;
25.Ethical Implications of the General Data Protection Directive for Virtual Personal Marketing Assistants

机译：虚拟个人营销助理的通用数据保护指令的伦理含义
- 作者：Bogdan Hoanca;Christina McDowell Marinchak;Edward Forrest
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Artificial intelligence;
- Companies;
- General Data Protection Regulation;
- Internet;
- Europe;
- Google;
26.An Approach to Automatically Extract Predictive Properties from Nominal Attributes in Relational Databases

机译：一种从关系数据库的名义属性中自动提取预测属性的方法
- 作者：Valentin Kassarnig;Franz Wotawa
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Feature extraction;
- Data mining;
- Vegetation;
- Data models;
- Sociology;
- Statistics;
- Aggregates;
27.Generating Interpretable Network Asset Clusters For Security Analytics

机译：生成可解释的网络资产集群以进行安全性分析
- 作者：Anying Li;Derek Lin
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Measurement;
- Security;
- Semantics;
- Clustering algorithms;
- Coherence;
- Stability analysis;
- Matrix decomposition;
28.Representation Learning for Question Classification via Topic Sparse Autoencoder and Entity Embedding

机译：通过主题稀疏自动编码器和实体嵌入对问题分类进行表示学习
- 作者：Dingcheng Li;Jingyuan Zhang;Ping Li
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Biological system modeling;
- Neural networks;
- Decoding;
- Big Data;
- Context modeling;
- Cost function;
- Semantics;
29.A Minimax Approach for Classification with Big-data

机译：大数据分类的Minimax方法
- 作者：R. Krishnan;S. Jagannathan;V.A. Samaranayake
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Distortion;
- Games;
- Artificial neural networks;
- Training;
- Data models;
- Big Data;
30.A Survey on Trajectory Data Management for Hybrid Transactional and Analytical Workloads

机译：混合事务和分析工作量的轨迹数据管理调查
- 作者：Keven Richly
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Trajectory;
- Layout;
- Task analysis;
- Indexes;
- Data privacy;
- Distributed databases;
31.A Machine Learning Based Natural Language Question and Answering System for Healthcare Data Search using Complex Queries

机译：基于机器学习的自然语言问答系统，用于使用复杂查询的医疗保健数据搜索
- 作者：Hangu Yeo
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Cognition;
- Natural languages;
- Relational databases;
- Big Data;
- Medical services;
- Structured Query Language;
32.DeepFP: A Deep Learning Framework For User Fingerprinting via Mobile Motion Sensors

机译：DeepFP：用于通过移动运动传感器进行用户指纹识别的深度学习框架
- 作者：Sara Amini;Vahid Noroozi;Sara Bahaadini;Philip S. Yu;Chris Kanich
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Sensors;
- Data models;
- Training;
- Accelerometers;
- Time measurement;
- Feature extraction;
- Support vector machines;
33.AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs

机译：AdaDIF：自适应扩散，用于图的高效半监督学习
- 作者：Dimitris Berberidis;Athanasios N. Nikolakopoulos;Georgios B. Giannakis
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Heating systems;
- Kernel;
- Computational modeling;
- Complexity theory;
- Big Data;
- Semisupervised learning;
- Network topology;
34.Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

机译：动态网络嵌入：从随机游走到时间随机游走
- 作者：Giang H. Nguyen;John Boaz Lee;Ryan A. Rossi;Nesreen K. Ahmed;Eunyee Koh;Sungchul Kim
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Electronic mail;
- Big Data;
- Predictive models;
- Conferences;
- Data models;
- Noise measurement;
- Diseases;
35.Cluster-based Data Reduction for Persistent Homology

机译：基于集群的持久同源性数据约简
- 作者：Anindya Moitra;Nicholas O. Malott;Philip A. Wilsey
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Three-dimensional displays;
- Data analysis;
- Shape;
- Clustering algorithms;
- Spatial resolution;
- Bars;
- Big Data;
36.PynqCopter - An Open-source FPGA Overlay for UAVs

机译：PynqCopter-适用于无人机的开源FPGA覆盖
- 作者：Brennan Cain;Zain Merchant;Indira Avendano;Dustin Richmond;Ryan Kastner
- 会议名称：《》 | 2018年
- Field programmable gate arrays;
- IP networks;
- Pulse width modulation;
- Sensors;
- Hardware;
- Receivers;
- Fabrics;
37.A three-step agglomerated Machine Learning: An alternative to Weibull Defect Analysis of Rail Infrastructure

机译：三步集结的机器学习：铁路基础设施的威布尔缺陷分析的替代方法
- 作者：Ahmed Lasisi;Emmanuel Nii Martey;Dominique Guillot;Nii Attoh-Okine
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Rails;
- Fatigue;
- Weibull distribution;
- Machine learning;
- Maintenance engineering;
- Industries;
- Automobiles;
38.A Framework for Making Effective Responses to Cyberattacks

机译：有效应对网络攻击的框架
- 作者：Nichoalas E. Herald;Michael W. David
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computer crime;
- Government;
- Companies;
- Computer hacking;
- Big Data;
- Market research;
39.Simulation-ready digital twin for realtime management of logistics systems

机译：支持仿真的数字孪生系统，用于物流系统的实时管理
- 作者：Benjamin Korth;Christian Schwede;Markus Zajac
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Logistics;
- Decision support systems;
- Data models;
- Planning;
- Real-time systems;
- Adaptation models;
- Big Data;
40.Leveraging Spatio-Temporal Soccer Data to Define a Graphical Query Language for Game Recordings

机译：利用时空足球数据为比赛记录定义图形查询语言
- 作者：Keven Richly
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Games;
- Sports;
- Video recording;
- Database languages;
- Pins;
- Databases;
- Pattern matching;
41.A Hybrid Approach to Identifying Key Factors in Environmental Health Studies

机译：确定环境健康研究关键因素的混合方法
- 作者：Shi Dong;Zlatan Feric;Xiangyu Li;Sheikh Mokhlesur Rahman;Guangyu Li;Chieh Wu;April Z. Gu;Jennifer Dy;David Kaeli;John Meeker;Ingrid Y. Padilla;Jose Cordero;Carmen Velez Vega;Zaira Rosario;Akram Alshawabkeh
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Machine learning algorithms;
- Databases;
- Feature extraction;
- Machine learning;
- Tools;
- Correlation;
- Data models;
42.Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification

机译：具有多视图因子池的上下文感知深度序列学习，用于时间序列分类
- 作者：Sreyasee Das Bhattacharjee;William J. Tolone;Mohammed Elshambakey;Isaac Cho;Ashish Mahabal;George Djorgovski
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Data models;
- Computer architecture;
- Deep learning;
- Feature extraction;
- Context modeling;
- Measurement;
- Recurrent neural networks;
43.Parallel Large-Scale Neural Network Training For Online Advertising

机译：在线广告的并行大型神经网络培训
- 作者：Quanchang Qi;Guangming Lu;Jun Zhang;Lichun Yang;Haishan Liu
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Training;
- Task analysis;
- Training data;
- Neural networks;
- Servers;
- Data models;
- Advertising;
44.A Comparative Study of LSTM and DNN for Stock Market Forecasting

机译：LSTM和DNN在股票市场预测中的比较研究
- 作者：Dev Shah;Wesley Campbell;Farhana H. Zulkernine
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Logic gates;
- Stock markets;
- Recurrent neural networks;
- Training;
- Indexes;
- Time series analysis;
- Market research;
45.Computational Archival Practice: Towards A Theory for Archival Engineering

机译：计算档案实践：档案工程理论
- 作者：Kenneth Thibodeau
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Linguistics;
- Big Data;
- Law;
- Meteorology;
- Conferences;
- Systematics;
46.Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems

机译：深度卷积神经网络用于分布式集群系统中的日志事件分类
- 作者：Rui Ren;Jiechao Cheng;Yan Yin;Jianfeng Zhan;Lei Wang;Jinheng Li;Chunjie Luo
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Semantics;
- Numerical models;
- Dictionaries;
- Libraries;
- Training;
- Task analysis;
- Buildings;
47.Clustering-Driven and Dynamically Diversified Ensemble for Drifting Data Streams

机译：集群驱动和动态多样化的集成，以漂移数据流
- 作者：Łukasz Korycki;Bartosz Krawczyk
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Clustering algorithms;
- Heuristic algorithms;
- Data mining;
- Approximation algorithms;
- Big Data;
- Computer science;
- Machine learning;
48.Acquire, adapt, and anticipate: continuous learning to block malicious domains

机译：获取，适应和预期：不断学习以阻止恶意域
- 作者：Ignacio Arnaldo;Ankit Arun;Sumeeth Kyathanahalli;Kalyan Veeramachaneni
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computer security;
- Data models;
- Deep learning;
- Learning systems;
- Blacklisting;
- Feature extraction;
49.Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure

机译：使用动态图数据结构的静态图的可伸缩K核分解
- 作者：Alok Tripathy;Fred Hohman;Duen Horng Chau;Oded Green
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Heuristic algorithms;
- Data structures;
- Graphics processing units;
- Data visualization;
- Instruction sets;
- Big Data;
- Graph theory;
50.Break up the Family: Protocols for Efficient Recall-Oriented Retrieval Under Legally-Necessitated Dual Constraints

机译：分手家庭：在法律必要的双重约束下有效进行面向调用的检索的协议
- 作者：Jeremy Pickens;Thomas C. Gricks;Andrew Bye
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Protocols;
- Machine learning algorithms;
- Task analysis;
- Law;
- Industries;
51.YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers

机译：YOLO-LITE：针对非GPU计算机优化的实时对象检测算法
- 作者：Rachel Huang;Jonathan Pedoeem;Cuixian Chen
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Object detection;
- Real-time systems;
- Computer architecture;
- Computers;
- Training;
- Computational modeling;
- Graphics processing units;
52.SynthNotes: A Generator Framework for High-volume, High-fidelity Synthetic Mental Health Notes

机译：SynthNotes：大容量，高保真合成精神健康注意事项的生成器框架
- 作者：Edmon Begoli;Kris Brown;Sudarshan Srinivas;Suzanne Tamang
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Data models;
- Sociology;
- Statistics;
- Analytical models;
- Big Data;
- Diseases;
- Testing;
53.Transformational Role of Big Data in Society 5.0

机译：大数据在社会中的变革性作用5.0
- 作者：Masaru Kitsuregawa
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Big Data;
- Informatics;
- Internet of Things;
- Conferences;
- Disaster management;
- Medical services;
- Sustainable development;
54.A Machine Learning Evaluation of the COMPAS Dataset

机译：COMPAS数据集的机器学习评估
- 作者：Hongjun Yoon
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Prediction algorithms;
- Big Data;
- Machine learning;
- Training;
- Machine learning algorithms;
- Mathematical model;
- Organizations;
55.Improving I/O Performance in Container with OverlayFS

机译：使用OverlayFS改善容器中的I / O性能
- 作者：Naoki Mizusawa;Joichiro Kon;Yuya Seki;Jian Tao;Saneyasu Yamaguchi
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Containers;
- Big Data;
- Conferences;
- Synchronization;
- Throughput;
- Virtualization;
- Frequency synchronization;
56.Countermeasure of Statistical Inference in Database Security

机译：数据库安全统计推断的对策
- 作者：Umar Albalawi
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Databases;
- Computer security;
- Companies;
- Interference;
- Education;
- Drives;
57.Harnessing the Nature of Spam in Scalable Online Social Spam Detection

机译：在可扩展的在线社交垃圾邮件检测中利用垃圾邮件的性质
- 作者：Hailu Xu;Boyuan Guan;Pinchao Liu;William Escudero;Liting Hu
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Feature extraction;
- Recurrent neural networks;
- Computer architecture;
- Servers;
- Twitter;
58.In-place Synchronisation of Hierarchical Archival Descriptions

机译：分层档案描述的就地同步
- 作者：Mike Bryant;Linda Reijnhoudt;Boyan Simeonov
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Metadata;
- Portals;
- Synchronization;
- Databases;
- Semantics;
- XML;
- Standards;
59.Visual computation and simulation of path loss effects on tactical networks in urban canyon

机译：城市峡谷战术网络路径损耗影响的可视化计算与仿真
- 作者：Venkat Dasari;Scott E. Brown;David M. Alexander;Vince Perry;Simon Su
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Big Data;
- Conferences;
60.Representing Industrial Data Streams in Digital Twins using Semantic Labeling

机译：使用语义标记表示数字孪生中的工业数据流
- 作者：Philipp Zehnder;Dominik Riemer
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Semantics;
- Data models;
- Temperature sensors;
- Runtime;
- Production facilities;
61.A Case Study on Start-up of Dataset Construction: In Case of Recipe Named Entity Corpus

机译：数据集构建启动的案例研究：以配方命名的实体语料库为例
- 作者：Yoko Yamakata;Keishi Tajima;Shinsuke Mori
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Guidelines;
- Task analysis;
- Machine learning;
- Crowdsourcing;
- Tools;
- Ovens;
- Natural language processing;
62.Research Hypothesis Generation Using Link Prediction in a Bipartite Graph

机译：二分图中使用链接预测的研究假设生成
- 作者：Jung-Hun Kim;Aviv Segev
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Bipartite graph;
- Physics;
- Prediction algorithms;
- Collaboration;
- Superconductivity;
- Biology;
- Machine learning algorithms;
63.A Survey of Privacy Concerns in Wearable Devices

机译：可穿戴设备中的隐私问题调查
- 作者：Prerit Datta;Akbar Siami Namin;Moitrayee Chatterjee
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Privacy;
- Biomedical monitoring;
- Data privacy;
- Employment;
- Computer science;
- Monitoring;
- Automobiles;
64.Detecting Anomalies in the LCLS Workflow

机译：在LCLS工作流程中检测异常
- 作者：Tal Shachaf;Alexander Sim;Kesheng Wu;Wilko Kroeger
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Data transfer;
- Instruments;
- Standards;
- Anomaly detection;
- Linear particle accelerator;
- Light sources;
- Tools;
65.E-commerce Product Query Classification Using Implicit User’s Feedback from Clicks

机译：使用隐式用户点击的反馈进行电子商务产品查询分类
- 作者：Yiu-Chang Lin;Ankur Datta;Giuseppe Di Fabbrizio
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Taxonomy;
- Training;
- Task analysis;
- Search engines;
- Logistics;
- Sports;
- Computers;
66.Extracting the Security Features Implemented in a Bluetooth LE Connection

机译：提取蓝牙LE连接中实现的安全功能
- 作者：Angel M. Robles-Cordero;William J. Zayas;Yesem Kurt Peker
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Bluetooth;
- Smart phones;
- Encryption;
- Protocols;
- Feature extraction;
- Data mining;
67.Intelligence Retrieval from a Centralized IoT Network

机译：从集中式物联网网络检索情报
- 作者：Dave Poortvliet;Xinli Wang
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Twitter;
- Sentiment analysis;
- Data mining;
- Big Data;
- Tools;
- Libraries;
68.Recurrent Movement of Relational Data Within a Hybrid Cloud

机译：关系数据在混合云中的循环移动
- 作者：Daniel Bauer;Florian Froese;Luis Garcés-Erice;Sean Rooney;Peter Urbanetz
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Cloud computing;
- Tools;
- Relational databases;
- Receivers;
- Structured Query Language;
- Encoding;
69.Realization of Effective Team Management Collaborating between Cloud-based System and On-site Human Activities - A Case Study of Building Damage Inspection at 2018 Hokkaido Eastern Iburi EQ-

机译：实现基于云的系统与现场人类活动协作的有效团队管理-以2018年北海道东部Iburi EQ-建筑损坏检查为例
- 作者：Keiko Tamura;Munenari Inoguchi;Kei Horie;Ryota Hamamoto;Haruo Hayashi
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Buildings;
- Earthquakes;
- Urban areas;
- Personnel;
- Government;
- Dispatching;
- Databases;
70.Automating Relevance Banding in e-Commerce Search using Click Model

机译：使用点击模型在电子商务搜索中自动进行相关范围划分
- 作者：Deependra Singh;Vinay Deolalikar
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Taxonomy;
- Entropy;
- Search engines;
- Cats;
- Computational modeling;
- Probability;
- Manuals;
71.The Challenge of a Strong Speed-Up of a Bio-Medical Big Data Application

机译：大幅加快生物医学大数据应用程序的挑战
- 作者：Marco Strutz;Bjoern Lindequist;Hermann Heßling;Achim Streit
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Runtime;
- Tumors;
- Tools;
- Big Data;
- Medical diagnostic imaging;
- Parallel processing;
72.Unleashing the Power of Hashtags in Tweet Analytics with Distributed Framework on Apache Storm

机译：利用Apache Storm上的分布式框架在Tweet Analytics中释放标签功能
- 作者：Vibhuti Gupta;Rattikorn Hewett
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Twitter;
- Tagging;
- Storms;
- Big Data;
- Program processors;
- Real-time systems;
- Throughput;
73.A Soft Sensing Prediction Model of Superheat Degree in the Aluminum Electrolysis Production

机译：铝电解生产中过热度的软测量预测模型
- 作者：Hong Yu;Jisen Yang;Xiaofang Chen;Zhong Zou;Guoyin Wang;Tao Sang
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Production;
- Electrochemical processes;
- Aluminum;
- Rough sets;
- Predictive models;
- Sensors;
- Data models;
74.Aggregation of Linked Data : A case study in the cultural heritage domain

机译：关联数据汇总：文化遗产领域的案例研究
- 作者：Nuno Freire;Enno Meijers;Sjors de Valk;René Voorburg;Antoine Isaac;Roland Cornelissen
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Metadata;
- Europe;
- Libraries;
- Cultural differences;
- Organizations;
- Standards;
75.Efficient Processing of Probabilistic Single and Batch Reachability Queries in Large and Evolving Spatiotemporal Contact Networks

机译：大型且不断发展的时空联系网络中概率单次和批量可达性查询的高效处理
- 作者：Zohreh Raghebi;Farnoush Banaei-Kashani
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Probabilistic logic;
- Spatiotemporal phenomena;
- Probability;
- Query processing;
- Labeling;
- Sociology;
- Statistics;
76.Segmentation of Time Series in Improving Dynamic Time Warping

机译：改进动态时间扭曲的时间序列分割
- 作者：Ruizhe Ma;Azim Ahmadzadeh;Soukaina Filali Boubrahimi;Rafal A. Angryk
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Time series analysis;
- Pathology;
- Heuristic algorithms;
- Feature extraction;
- Standards;
- Computer science;
- Time measurement;
77.Reducing Database Scan in Maintaining Erasable Itemsets from Product Deletion

机译：减少从产品删除中维护可擦除项目集的数据库扫描
- 作者：Tzung-Pei Hong;Chia-Che Li;Shyue-Liang Wang;Jerry Chun-Wei Lin
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Itemsets;
- Data mining;
- Runtime;
- Gain;
- Safety;
- Maintenance engineering;
78.Unsupervised domain-agnostic identification of product names in social media posts

机译：社交媒体帖子中产品名称的不受监督的与领域无关的标识
- 作者：Nicolai Pogrebnyakov
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Companies;
- Facebook;
- Dictionaries;
- Data models;
- Industries;
- Clustering algorithms;
79.Islands of Interest: Mining Concentrations of User Search Intent over e-Commerce Product Categories

机译：感兴趣的岛屿：用户对电子商务产品类别的搜索意图的集中程度
- 作者：Neeraj Pradhan;Vinay Deolalikar;Deependra Singh
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Taxonomy;
- Data mining;
- Search problems;
- Clustering algorithms;
- Bipartite graph;
- Navigation;
- Measurement;
80.Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet Allocation

机译：通过使用支持向量机和潜在狄利克雷分配的两阶段混合过程从黑客论坛收集网络威胁情报
- 作者：Isuf Deliu;Carl Leichter;Katrin Franke
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computer hacking;
- Support vector machines;
- Vocabulary;
- Resource management;
- Malware;
- Machine learning algorithms;
81.Session Expert: a Lightweight Conference Session Recommender System

机译：会议专家：轻量级会议推荐系统
- 作者：Jinfeng Yi;Qi Lei;Junchi Yan;Wei Sun
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Recommender systems;
- Knowledge transfer;
- Real-time systems;
- Feature extraction;
- Matrix decomposition;
- Conferences;
82.Protecting Privacy in the Archives: Supervised Machine Learning and Born-Digital Records

机译：保护档案中的隐私：受监督的机器学习和数字唱片
- 作者：Tim Hutchinson
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Training;
- Machine learning;
- Computational modeling;
- Distance measurement;
- Conferences;
- Systematics;
- Big Data;
83.Subscription and Redemption Prediction in Mutual Funds Using Machine Learning Techniques

机译：使用机器学习技术的共同基金认购和赎回预测
- 作者：Morteza Mashayekhi;Iman Rezaeian;Annie Z. Zhang;Jonathan Anders
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Investment;
- Mutual funds;
- Feature extraction;
- Predictive models;
- Data models;
- Microsoft Windows;
- Data mining;
84.Scalable Distributed Top-k Join Queries in Topic-Based Pub/Sub Systems

机译：基于主题的发布/订阅系统中的可扩展分布式Top-k连接查询
- 作者：Nikos Zacheilas;Dimitris Dedousis;Vana Kalogeraki
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Computer architecture;
- Big Data;
- Bayes methods;
- Optimization;
- Data dissemination;
- Microsoft Windows;
- Streaming media;
85.Hoagie: A Database and Workload Generator using Published Specifications

机译：Hoagie：使用已发布规范的数据库和工作负载生成器
- 作者：Shahram Ghandeharizadeh;Haoyu Huang
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Databases;
- Facebook;
- Generators;
- Benchmark testing;
- Protocols;
- Big Data;
- Companies;
86.Improving Query Execution Performance in Big Data using Cuckoo Filter

机译：使用布谷鸟过滤器提高大数据中的查询执行性能
- 作者：Sharafat Ibn Mollah Mosharraf;Muhammad Abdullah Adnan
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Big Data;
- Probabilistic logic;
- Data models;
- Compaction;
- Data structures;
- Database systems;
87.AutoHighlight : Automatic Highlights Detection and Segmentation in Soccer Matches

机译：AutoHighlight：足球比赛中的自动高亮检测和细分
- 作者：Kaiyu Tang;Yixin Bao;Zhijian Zhao;Liang Zhu;Yining Lin;Yao Peng
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Sports;
- Optical character recognition software;
- Games;
- Feature extraction;
- Event detection;
- Training;
- Deep learning;
88.Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-Classifier

机译：使用组织数据和异构堆栈分类器预测恶意内部威胁场景
- 作者：Adam James Hall;Nikolaos Pitropakis;William J Buchanan;Naghmeh Moradpoor
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Organizations;
- Prediction algorithms;
- Training;
- Classification algorithms;
- Machine learning;
- Machine learning algorithms;
- Predictive models;
89.A multi-dimensional extension of the Lightweight Temporal Compression method

机译：轻量级时间压缩方法的多维扩展
- 作者：Bo Li;Omid Sarbishei;Hosein Nourani;Tristan Glatard
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Three-dimensional displays;
- Temperature sensors;
- Memory management;
- Loss measurement;
- Approximation algorithms;
- Acceleration;
90.Toward Machine Learning on Granulated Data – a Case of Compact Autoencoder-based Representations of Satellite Images

机译：面向粒度数据的机器学习-基于紧凑型基于自动编码器的卫星图像表示的案例
- 作者：Mateusz Przyborowski;Tomasz Tajmajer;Łukasz Grad;Andrzej Janusz;Piotr Biczyk;Dominik Ślęzak
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Image coding;
- Satellites;
- Task analysis;
- Machine learning;
- Decoding;
- Image retrieval;
- Semantics;
91.Exploring the Potential of Modern Advanced Metering Infrastructure in Low-Voltage Grid Monitoring Systems

机译：探索低压电网监控系统中现代先进计量基础设施的潜力
- 作者：Maria Stefan;Jose G. Lopez;Rasmus L. Olsen
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Monitoring;
- Data visualization;
- Meters;
- Real-time systems;
- Geographic information systems;
- Smart grids;
- Smart meters;
92.A Natural Language Processing Based Trend Analysis of Advanced Persistent Threat Techniques

机译：基于自然语言处理的高级持续威胁技术趋势分析
- 作者：Amirreza Niakanlahiji;Jinpeng Wei;Bei-Tseng Chu
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Market research;
- Natural language processing;
- Security;
- Grammar;
- Information retrieval;
- Software;
93.A Strawberry Detection System Using Convolutional Neural Networks

机译：使用卷积神经网络的草莓检测系统
- 作者：Nikolas Lamb;Mooi Choo Chuah
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Image color analysis;
- Image coding;
- Hardware;
- Detectors;
- Image segmentation;
- Image resolution;
- Feature extraction;
94.Characterizing Twitter Users: : What do Samantha Cristoforetti, Barack Obama and Britney Spears Have in Common?

机译：Twitter用户的特征：萨曼莎·克里斯托福雷蒂，巴拉克·奥巴马和小甜甜布兰妮有什么共同点？
- 作者：Alessia Antelmi;Delfina Malandrino;Vittorio Scarano
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Twitter;
- Feature extraction;
- Clustering algorithms;
- Task analysis;
- TV;
- Fans;
95.A Task Assignment Method Considering Inclusiveness and Activity Degree

机译：考虑包容性和活动度的任务分配方法
- 作者：Hirotaka Hashimoto;Masaki Matsubara;Yuhki Shiraishi;Daisuke Wakatsuki;Jianwei Zhang;Atsuyuki Morishima
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Task analysis;
- Throughput;
- Productivity;
- Crowdsourcing;
- Big Data;
- Standards;
- Conferences;
96.Performance Implications of Big Data in Scalable Deep Learning: On the Importance of Bandwidth and Caching

机译：大数据在可扩展深度学习中的性能含义：带宽和缓存的重要性
- 作者：Miro Hodak;David Ellison;Peter Seidel;Ajay Dholakia
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Deep learning;
- Training;
- Ethernet;
- Bandwidth;
- Big Data;
- Data centers;
- Throughput;
97.In situ TensorView: In situ Visualization of Convolutional Neural Networks

机译：原位TensorView：卷积神经网络的原位可视化
- 作者：Xinyu Chen;Qiang Guan;Li-Ta Lo;Simon Su;Zhengyong Ren;James Paul Ahrens;Trilce Estrada
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Data visualization;
- Training;
- Convolutional neural networks;
- Neurons;
- Trajectory;
- Pipelines;
98.Toward Scalable Analysis of Multidimensional Scientific Data: A Case Study of Electrode Arrays

机译：迈向多维科学数据的可扩展分析：以电极阵列为例
- 作者：Ye Niu;Abdullah Al-Mamun;Hui Lin;Tonglin Li;Yi Zhao;Dongfang Zhao
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Arrays;
- Wires;
- Electrodes;
- Complexity theory;
- Resistors;
- Hardware;
- Scalability;
99.Local Partition in Rich Graphs

机译：丰富图中的局部分区
- 作者：Scott Freitas;Nan Cao;Yinglong Xia;Duen Horng Polo Chau;Hanghang Tong
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Partitioning algorithms;
- Measurement;
- Clustering algorithms;
- Standards;
- Approximation algorithms;
- Big Data;
- Recommender systems;
100.Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation

机译：使用数据分区策略和Spark实现的并行DBSCAN算法
- 作者：Dianwei Han;Ankit Agrawal;Wei-keng Liao;Alok Choudhary
- 会议名称：《IEEE International Conference on Big Data》 | 2018年
- Sparks;
- Clustering algorithms;
- Task analysis;
- Partitioning algorithms;
- Data models;
- Master-slave;
- Distributed databases;