Academic and Applied Research in Military and Public Management Science最新文献_第10页

Missile Mathematical Model and System Design 导弹数学模型与系统设计

Academic and Applied Research in Military and Public Management Science Pub Date : 2017-04-30 DOI: 10.32565/aarms.2017.1.3

I. Papp

引用次数: 2

Processing Intrusion Data with Machine Learning and MapReduce 利用机器学习和MapReduce处理入侵数据

Academic and Applied Research in Military and Public Management Science Pub Date : 2017-04-30 DOI: 10.32565/aarms.2017.1.4

Csaba Brunner

{"title":"Processing Intrusion Data with Machine Learning and MapReduce","authors":"Csaba Brunner","doi":"10.32565/aarms.2017.1.4","DOIUrl":"https://doi.org/10.32565/aarms.2017.1.4","url":null,"abstract":"These past years, cyber-attacks became a daily issue for enterprises. A possible defence against this kind of threat is intrusion detection. One of the key challenges is information extraction from this large amount of logged data. My paper aims to identify cyber-attack types as patterns in log files using advanced parallel computing approach and machine learning techniques. The MapReduce programming model is applied to parallel computing, while decision tree algorithms are used from machine learning.I discuss two research questions in this paper. First, despite parallelization, are machine learning algorithms still able to provide results with acceptable accuracy measured by traditional data mining figures (accuracy, precision, recall, area under receiver operand characteristic [ROC] curve [AUC])? Second, is it possible to achieve significant performance improvement by measuring runtime execution of the algorithm by introducing several measurement points?I proved that the machine learning model with two categories in the target variable is preferred to the one having five categories. The average performance improvement was 4–5 times faster for the whole algorithm compared to a single core solution. I achieved most of these improvements during the data transfer phase.","PeriodicalId":171955,"journal":{"name":"Academic and Applied Research in Military and Public Management Science","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130755002","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

Impact of Leaders : The Impact of the Engagement of Local Government Leaders’ on the Effectiveness of Participatory Planning as Found in the Local Community Academy Program (2014–2015) 领导者的影响:地方政府领导者参与对地方社区学院项目参与式规划有效性的影响(2014-2015)

Academic and Applied Research in Military and Public Management Science Pub Date : 2017-04-30 DOI: 10.32565/aarms.2017.1.6

Róza Számadó

{"title":"Impact of Leaders : The Impact of the Engagement of Local Government Leaders’ on the Effectiveness of Participatory Planning as Found in the Local Community Academy Program (2014–2015)","authors":"Róza Számadó","doi":"10.32565/aarms.2017.1.6","DOIUrl":"https://doi.org/10.32565/aarms.2017.1.6","url":null,"abstract":"The relevance of the above quotation from an excellent author and economist, adapted to present day Hungarian local governments, is unquestionable. At the beginning of the 21st century, in a globalizing world, the demand for the direct inclusion of independent social groups and individuals and the maintenance of the communities within geographical localities have become a primary issue as opposed to the conditions under the alienating, technocratic, impersonalizing and centralized political regimes of the Europe of the second half of the past century. For this reason, the importance of the role of local leadership is magnified.The program included training for the local governments in the convergence regions, and had three pillars. The first pillar includes 6 post graduate e-learning training programs studied by approximately twenty thousand public officers. The second pillar is the network of the so-called Local Community Academies, comprising the elaboration of strategic methodologies by local participants to be recommended to local governments. The third pillar supported the traditional classroom training for three hundred local government employees.The program of the Local Community Academies (LCA) aimed to support the social inclusion, and the ability of strategy-making. This study aims to answer the following research question: “How did the engagement and involvement of local government leaders, affect participatory planning during implementation of the LCA program?” The relevant research method is an empirical analysis of survey data and final reports.","PeriodicalId":171955,"journal":{"name":"Academic and Applied Research in Military and Public Management Science","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127214849","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

Prerequisites of Virtual Teamwork in Security Operations Centers: Knowledge, Skills, Abilities and Other Characteristics 安全运维中心虚拟团队合作的前提条件:知识、技能、能力和其他特点

Academic and Applied Research in Military and Public Management Science Pub Date : 2017-03-31 DOI: 10.32565/aarms.2017.3.5

Balázs Péter Hámornik, Csaba Krasznay

引用次数: 7

Fences and Border Protection: The Question of Establishing Technical Barriers in Europe 围栏与边境保护:在欧洲建立技术壁垒的问题

Academic and Applied Research in Military and Public Management Science Pub Date : 2017-01-18 DOI: 10.32565/aarms.2017.1.7

János Besenyő

{"title":"Fences and Border Protection: The Question of Establishing Technical Barriers in Europe","authors":"János Besenyő","doi":"10.32565/aarms.2017.1.7","DOIUrl":"https://doi.org/10.32565/aarms.2017.1.7","url":null,"abstract":"The security environment of the 21st century confronted the international community with unprecedented challenges. One could say that we are only facing current negative trends with slowly evolving responses. However, these statements seem to contradict some facts that prove, that although there are deficient aspects to the current security structures, we are able to effectively handle many of the national and international challenges. Over the centuries, installation of various walls, wall systems have repeatedly defended the integrity of an area, the community of people living there from armed groups or offensive units. We can also find examples where population movements and bilateral territorial conflicts weakened—the relatively stable—great powers, which in order to avoid further intrusion and considerable social changes, designed a so-called “buffer zone” on their external borders to defend their sovereignty. There is no question that the current border restriction processes try to rehabilitate a long-time frequently used scheme for the protection of nationals, which was in recent times burdened by sad associations, such as the Berlin Wall. This is proven by the fact that only since 2000, more than 25 walls were built for security purposes. In my analysis, considering the present processes, I highlight the security challenges of 21st century Europe and the tightened border security measures generated by the fears and threats. I also stress the impact of the recent wave of migration in the transit states’ and western countries’ security system, as well as outline the activities of the Eastern European and Baltic states in response to the deteriorating relationship with Russia.","PeriodicalId":171955,"journal":{"name":"Academic and Applied Research in Military and Public Management Science","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114615461","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: 5

Military Science Research Across the Carpathian Basin 横跨喀尔巴阡盆地的军事科学研究

Academic and Applied Research in Military and Public Management Science Pub Date : 2016-12-31 DOI: 10.32565/aarms.2016.3.4

Zoltán Orosz

引用次数: 0

Child Soldiers in Genocidal Regimes: The Cases of the Khmer Rouge and the Hutu Power 种族灭绝政权中的儿童兵:红色高棉和胡图族政权的案例

Academic and Applied Research in Military and Public Management Science Pub Date : 2016-12-31 DOI: 10.32565/aarms.2016.3.1

Péter Klemensits, R. Czirjak

引用次数: 4

Variable Robot Geometry Optimization Method to Avoid Tip Over Situations During Slow Motion on Unknown Terrains 避免未知地形慢动作翻车的机器人变几何优化方法

Academic and Applied Research in Military and Public Management Science Pub Date : 2016-12-31 DOI: 10.32565/aarms.2016.3.10

F. Tajti, B. Kovács, Géza Szayer, P. Korondi, Z. Szekely

引用次数: 0

Analysis of Resupply of Energy for Workforce Accomplishing Long Term Damage Cleanup Duties 劳动力完成长期损害清理任务的能量补给分析

Academic and Applied Research in Military and Public Management Science Pub Date : 2016-12-31 DOI: 10.32565/aarms.2016.3.2

J. Molnár, Rita Molnár, G. Kóródi

{"title":"Analysis of Resupply of Energy for Workforce Accomplishing Long Term Damage Cleanup Duties","authors":"J. Molnár, Rita Molnár, G. Kóródi","doi":"10.32565/aarms.2016.3.2","DOIUrl":"https://doi.org/10.32565/aarms.2016.3.2","url":null,"abstract":"There are a growing number of disasters in Hungary, and throughout the world, that have had devastating effects, and the activities related to prevention, protection and damage cleanup last for a long time. The defence activities are accomplished by professional organizations responsible for remedial actions, namely the National Directorate General for Disaster Management, Ministry of the Interior (NDGDM) and the Hungarian Defence Forces (HDF). Working for a long period of time at the site of damage cleanup works is a heavy burden and effort. Therefore, maintenance of the appropriate physical condition of the official staff intervening in disasters and carrying out demanding physical duties is essential for effective work activities. Catering, providing food and drink supply for organizations carrying out intervention is one of the basic responsibilities of the professional organizations. With the aid and application of the methods of modern food science the energy need of the human body accomplishing demanding activities can be determined by taking body weight and parameters of weather into account. In this work, we aim to analyse the impacts physical workers’ bodies are exposed to. We also define and through examples present the amount, quality and form of the required nutrient and fluid intakes. Through our research, we would like to assist medical and logistic professionals responsible for catering the intervening organization.","PeriodicalId":171955,"journal":{"name":"Academic and Applied Research in Military and Public Management Science","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121492470","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

Managerial Responsibility and Efficiency in Public Service (Competency-Based Solutions) 公共服务的管理责任与效率(以能力为本的解决方案)

Academic and Applied Research in Military and Public Management Science Pub Date : 2016-12-31 DOI: 10.32565/aarms.2017.2.3

S. Szabó

引用次数: 1