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Military Applications of Data Analytics最新文献

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Data Analytics and Training Effectiveness Evaluation 数据分析和培训效果评估
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-5
Michael Smith, S. Dass, Clarence Dillon, Rodney Long
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引用次数: 0
Network Modeling and Analysis of Data and Relationships: Developing Cyber and Complexity Science 数据和关系的网络建模和分析:发展网络和复杂性科学
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-2
Natalie Vanatta, Matthew Sobiesk, Chris Arney
{"title":"Network Modeling and Analysis of Data and Relationships: Developing Cyber and Complexity Science","authors":"Natalie Vanatta, Matthew Sobiesk, Chris Arney","doi":"10.1201/9780429445491-2","DOIUrl":"https://doi.org/10.1201/9780429445491-2","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130884888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bayesian Networks for Descriptive Analytics in Military Equipment Applications 用于军事装备描述分析的贝叶斯网络
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-1
D. Aebischer
{"title":"Bayesian Networks for Descriptive Analytics in Military Equipment Applications","authors":"D. Aebischer","doi":"10.1201/9780429445491-1","DOIUrl":"https://doi.org/10.1201/9780429445491-1","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133530909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Developing Cyber-Personas from Syslog Files for Insider Threat Detection: A Feasibility Study 从Syslog文件中开发用于内部威胁检测的网络角色:可行性研究
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-9
K. Purcell, Sridhar Ravula, Ziyuan Huang, Mark Newman, Joshua Rykowski, Kevin L. Huggins
{"title":"Developing Cyber-Personas from Syslog Files for Insider Threat Detection: A Feasibility Study","authors":"K. Purcell, Sridhar Ravula, Ziyuan Huang, Mark Newman, Joshua Rykowski, Kevin L. Huggins","doi":"10.1201/9780429445491-9","DOIUrl":"https://doi.org/10.1201/9780429445491-9","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129325744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harnessing Single Board Computers for Military Data Analytics 利用单板计算机进行军事数据分析
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-4
Suzanne J. Matthews
{"title":"Harnessing Single Board Computers for Military Data Analytics","authors":"Suzanne J. Matthews","doi":"10.1201/9780429445491-4","DOIUrl":"https://doi.org/10.1201/9780429445491-4","url":null,"abstract":"Executive summary: This chapter covers the use of Single Board Computers (SBCs) to expedite on-site data analytics for a variety of military applications. On-site data summarization and analytics is increasingly critical for command, control and intelligence (CI) operations, as excessive power consumption and communication latency can restrict the efficacy of down-range operations. SBCs offer power-efficient, inexpensive data processing capabilities while maintaining a small form factor. We discuss the use of SBCs in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing. We conclude with a discussion of existing challenges and opportunities for future use.","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121517803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Autoregressive Bayesian Networks for Information Validation and Amendment in Military Applications 自回归贝叶斯网络在军事应用中的信息验证与修正
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-8
P. Ibargüengoytia, J. Herrera-Vega, Uriel A. García, L. Sucar, E. Morales
{"title":"Autoregressive Bayesian Networks for Information Validation and Amendment in Military Applications","authors":"P. Ibargüengoytia, J. Herrera-Vega, Uriel A. García, L. Sucar, E. Morales","doi":"10.1201/9780429445491-8","DOIUrl":"https://doi.org/10.1201/9780429445491-8","url":null,"abstract":"Introduction ......................................................................................................128 Methods ............................................................................................................130 Interpolation .................................................................................................130 Linear Interpolation .................................................................................130 Spline Interpolation .................................................................................131 Autoregressive Models...................................................................................131 Probabilistic Modeling ..................................................................................132 Dynamic Bayesian Networks ....................................................................133 Autoregressive Bayesian Networks (AR-BN) .................................................134 Estimating Missing Data from Incomplete Databases Using AR-BN ............135 Error Metrics for the Estimation of Missing Values .......................................136 Data Characterization ...................................................................................137","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129665339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytics for Military Training in Virtual Reality Environments 虚拟现实环境下军事训练分析
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-10
Miguel Pérez-Ramírez, B. Zayas-Pérez, J. A. Hernández-Aguilar, Norma J. Ontiveros-Hernández
{"title":"Analytics for Military Training in Virtual Reality Environments","authors":"Miguel Pérez-Ramírez, B. Zayas-Pérez, J. A. Hernández-Aguilar, Norma J. Ontiveros-Hernández","doi":"10.1201/9780429445491-10","DOIUrl":"https://doi.org/10.1201/9780429445491-10","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122013881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Context for Maritime Situation Awareness 海上态势感知的背景
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-3
A. Jousselme, K. Bryan
{"title":"Context for Maritime Situation Awareness","authors":"A. Jousselme, K. Bryan","doi":"10.1201/9780429445491-3","DOIUrl":"https://doi.org/10.1201/9780429445491-3","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122251198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Data Analytics for Electric Power and Energy Applications 电力和能源应用的数据分析
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-6
A. S. Leger
{"title":"Data Analytics for Electric Power and Energy Applications","authors":"A. S. Leger","doi":"10.1201/9780429445491-6","DOIUrl":"https://doi.org/10.1201/9780429445491-6","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132163439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Evolution of Environmental Data Analytics in Military Operations 军事行动中环境数据分析的演变
Military Applications of Data Analytics Pub Date : 2018-10-09 DOI: 10.1201/9780429445491-7
R. Stoffler
{"title":"The Evolution of Environmental Data Analytics in Military Operations","authors":"R. Stoffler","doi":"10.1201/9780429445491-7","DOIUrl":"https://doi.org/10.1201/9780429445491-7","url":null,"abstract":"","PeriodicalId":422099,"journal":{"name":"Military Applications of Data Analytics","volume":"332 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122841456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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