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Classification Cervix Image Using Machine Learning Algorithm to Detect Malignant Area 基于机器学习算法的宫颈图像分类检测恶性区域
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19229
Nashwan Jasim Hussein, Alanssari A.N., A. Altaher
Cervical Cancer (CC), sexually transmitted diseases, and cervicovaginal microbiota. In this Sees and Surveys, we center on a few themes in connection to the uterine cervix and barrenness: early cervical cancer and richness saving surgery, cesarean scar deformity, cervical inadequacy, and cervical Mullerian peculiarities. the case of cervix woman cancer proposed in this work revelation and classification system using the modern convolutional updated neural frameworks (CNNs). The cell pictures are fed into a CNNs appear to remove deep- classic algorithm learned highlights. At that point, an extraordinary learning machine (ELM)-based classifier classifies the input pictures. CNNs appear is utilized through trade learning updated algorithm and fine calculate method tuning. Choices to the ELM, multi-layer and perceptron algorithm (MLP) and auto en-algorithm-coder (AE)-based classifiers are in addition work with investigated.
癌症、性传播疾病和宫颈阴道微生物群。在这篇Sees and Surveys中,我们集中讨论了与子宫颈和不育症有关的几个主题:早期宫颈癌症和保富手术、剖宫产疤痕畸形、宫颈功能不全和宫颈Mullerian特性。本文采用现代卷积更新神经框架(CNNs)对癌症宫颈癌病例进行了揭示和分类。细胞图片被输入到细胞神经网络中,似乎可以去除经典算法学习到的深层亮点。在这一点上,一个基于非凡学习机(ELM)的分类器对输入图片进行分类。CNNs的出现是通过交易学习更新算法和精细计算方法调整来利用的。此外,还研究了基于ELM、多层感知器算法(MLP)和自动算法编码器(AE)的分类器的选择。
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引用次数: 0
Operational Skills Reality to Diagnose and Measure the Characteristics of the Learning Organization: Analytical Exploratory Research of the Opinions of a Sample of Teaching Staff in Al-Furat Al-Awsat Technical University 诊断和测量学习型组织特征的操作技能现实——对Al Furat Al Awsat技术大学教师意见样本的分析探索研究
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19250
Dr. Muayad Al-Saidi, S. M. Al-Hisnawi, B. M. Alwan, Osama Q. Al-Thahab
The purpose of the research is to test the applied reality of technical education organizations whether they are learning organizations or traditional organizations repeating past experiences and practices. The research is applied to a sample of academics who practice education and training in the targeted organizations with a sample strength (173) teaching surveying their opinions through a questionnaire designed to detect the dimensions of learning organizations, the Readiness Statistical Program (SPSS) was used and scientific statistical tools were used for analysis and statistical processing. The results of the research indicates that the target organizations are much closer to describing learning organizations as they advanced the dimensions of the scale. except for the decline of the sub-dimension, the flexibility of the reward and internal system will change.
本研究的目的是检验技术教育组织的应用现实,无论它们是学习型组织还是重复过去经验和做法的传统组织。这项研究应用于在目标组织中从事教育和培训的学者样本,样本量为(173),通过旨在检测学习型组织维度的问卷调查他们的意见,使用准备状态统计程序(SPSS),并使用科学统计工具进行分析和统计处理。研究结果表明,目标组织在提升量表维度时,更接近于描述学习型组织。除了子维度的下降,奖励和内部系统的灵活性也会发生变化。
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引用次数: 0
.i – A Complexity Theory based Platform for Model based System Engineering 一种基于复杂性理论的模型系统工程平台
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19220
Ravindra V. Joshi, Chandrashekhar N.
Complexity Theory and Complex Adaptive Systems is fast emerging as optimal and efficient design alternative many of the existing technologies to address various functional anon-functional criterion. However, it remains predominantly laboratory resident software. One of the main obstacles to convert it into mainstream is its abstract terminology and black box “emergent” philosophy. In this paper an attempt is made to create a platform on the core foundation of cognitive agent and complex world concepts. The platform can be used to develop industry strength products incorporating complexity theory principles.
复杂性理论和复杂自适应系统作为优化和高效的设计替代品正在迅速出现,许多现有技术都可以解决各种功能性的非功能性标准。然而,它仍然主要是实验室驻留软件。将其转化为主流的主要障碍之一是其抽象的术语和黑匣子“涌现”哲学。本文试图在认知主体和复杂世界概念的核心基础上创建一个平台。该平台可用于开发结合复杂性理论原理的行业优势产品。
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引用次数: 0
The Economic Prosperity of Modern Cooperatives Members in Economic Education Perspective 经济教育视域下的现代合作社社员经济繁荣
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19234
M. Farid, Wahjoedi ., F. Murwani, Sunaryanto .
This study aims to examine the prosperity of modern cooperative members in the perspective of economic education. Researcher used qualitative approach with multicentus model. This research was conducted in several cooperatives branch, such as Sinau Andadani Ekonomi Pujon (SAE Pujon Cooperative), Bebarangan Anggayuh Tentreme Urip (BATU Village Unit Cooperative), and Saiyeg Usaha Butuhing Urip (Subur Village Unit Cooperative) in Malang, East Java. In this study, the stages of research used interviews, observations, and documentation. The research result, theoretical and empirical studies of this study can be described as following below: the presence cooperatives of multi-site studies in general help to improves the prosperity of members and non-member communities in cooperative environment, the existence of cooperatives in multisite study Malang Raya increase the intelligence of members and non-member communities to produce and create new economic opportunities and the existence of cooperatives of multisite study in Malang to build a wisdom for cooperative members in consuming their needs.
本研究旨在从经济教育的角度考察现代合作社成员的繁荣。研究者采用多中心模型的定性方法。这项研究是在几个合作社分支机构进行的,如位于东爪哇马朗的Sinau Andadani Ekonomi Pujon(SAE Pujon合作社)、Bebarangan Anggayuh Tentreme Urip(BATU村单位合作社)和Saiyeg Usaha Butuhing Urip(Subur村单元合作社)。在这项研究中,研究的各个阶段使用了访谈、观察和文献资料。本研究的研究结果、理论和实证研究可以描述如下:多站点研究的存在合作社总体上有助于提高合作社环境中成员和非成员社区的繁荣程度,多站点研究中合作社的存在Malang Raya增加了成员和非成员社区的智力,以生产和创造新的经济机会,以及多站点研究合作社在Malang的存在,为合作社成员消费他们的需求建立了智慧。
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引用次数: 0
It’s Fraud! Application of Machine Learning Techniques for Detection of Fraudulent Digital Advertising 这是欺诈!机器学习技术在数字广告欺诈检测中的应用
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19166
Snigdha Mathur, Sunita Daniel
Due to the on-going COVID-19 pandemic, industries are heavily reliant on online meeting platforms. The pandemic has forced most MNCs to rely on online platforms such as Zoom or Microsoft Teams to hold daily business meetings and even conferences and other corporate events. Schools and other educational institutions have also been forced to conduct classes and all other events through these platforms. This increased unavoidable dependence on online platforms has resulted in an exponential increase in advertising fraud. Advertising fraud is the application of any method or technology that hampers the proper delivery of advertisements to the proper audience or the proper place, or forcefully inserts advertisements at undesirable times or locations. This could take multiple forms and has become far more widespread with increased use of online platforms. Some common methods used for digital fraud can be the pay-per-click (PPC) model, domain spoofing or in the form of bots, but the main objective is to gain financial advantages from advertising transactions. The primary objective of this study is to identify and understand the factors lying behind the presence of fraudulent activities on any online medium and to analyse the probability of downloading an application after coming across the online advertisement, and watching it. The study also aims to highlight how marketing agencies tend to float fraud advertisement just to gain more revenue from their end.
由于持续的新冠肺炎疫情,各行业严重依赖在线会议平台。疫情迫使大多数跨国公司依靠Zoom或Microsoft Teams等在线平台举行日常商务会议,甚至会议和其他企业活动。学校和其他教育机构也被迫通过这些平台举办课程和所有其他活动。这种对在线平台不可避免的依赖增加,导致广告欺诈呈指数级增长。广告欺诈是指应用任何方法或技术,阻碍将广告正确地传递给适当的受众或适当的地点,或在不希望的时间或地点强行插入广告。这可能有多种形式,随着在线平台使用的增加,这种情况变得更加普遍。用于数字欺诈的一些常见方法可以是点击付费(PPC)模式、域欺骗或机器人形式,但主要目的是从广告交易中获得财务优势。本研究的主要目的是识别和了解任何在线媒体上存在欺诈活动的背后因素,并分析在看到在线广告并观看后下载应用程序的概率。该研究还旨在强调营销机构如何倾向于发布欺诈广告,只是为了从中获得更多收入。
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引用次数: 0
Impact of the Disclosure of Forward-Looking Information in Firm Value: A Case Study at Asiacell 前瞻性信息披露对企业价值的影响——以亚信为例
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19201
Sabaa Mahmood Abdullah, Mustafa Mohammed Hussein
The research aims to measure the effect of the level of disclosure of Forward-Looking information on the value of the company, and address the annual financial reports of Asiacell Communications for the period from (2013) to (2018), The research relied on simple linear regression and correlation analysis to determine the relationship and effect between research variables through the use of the SPSS statistical program, The research found that there was no significant relationship between the level of disclosure of Forward-Looking information and the value of the company in the annual reports of the research sample company, And the low level of disclosure of Forward-Looking information during the search period, The research recommended the necessity to urge the companies listed on the Iraq Stock Exchange to go towards disclosing future information because of its importance in rationalizing investment decisions, And the necessity of conducting more research and studies on factors affecting the value of the company and maximizing it.
本研究旨在衡量前瞻性信息披露水平对公司价值的影响,并针对亚信通信2013年至2018年的年度财务报告,本研究采用简单的线性回归和相关分析,通过SPSS统计程序确定研究变量之间的关系和影响。研究发现,在研究样本公司的年度报告中,前瞻性信息的披露水平与公司价值之间没有显著关系,以及在搜索期间前瞻性信息的披露水平较低,研究建议有必要敦促伊拉克证券交易所上市的公司披露未来信息,因为这对合理化投资决策很重要,以及对影响公司价值并使其最大化的因素进行更多研究的必要性。
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引用次数: 0
The Impact of Job Satisfaction in Achieving Strategic Agility through the Mediating Role of Knowledge Sharing 通过知识共享的中介作用,工作满意度对实现战略敏捷性的影响
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19057
Dr. Luma Majid Hameed, Dr. Majeed Hameed Taher, Dr. Abbas Mohammed Hussein
The main objective of this research is to identify the role of job satisfaction in influencing strategic agility through knowledge sharing. The researcher used the descriptive as well as the analytical approach in the completion of this research by collecting data by means of the questionnaire as the main tool on a sample of the General Company for Food Industries' employees, whose number reached (76) individuals. Moreover, some statistical methods were employed to process the data; including the arithmetic mean, Standard deviation, simple linear correlation coefficient (Pearson), simple linear regression, and the median variable test. It was represented that there is a significant and essential impact of job satisfaction in influencing strategic agility in the presence of active knowledge sharing. The outcome of this research can provide important information regarding how concern for the level of job satisfaction affects the creation of strategic lightness that will help enhance and increase the production flexibility of the General Company for Food Industries through knowledge-sharing processes that will contribute to increasing the skills of employees. It will also clarify the prominent role that the company can contribute to activating the private sector.
本研究的主要目的是通过知识共享来确定工作满意度在影响战略敏捷性中的作用。研究人员在完成这项研究时采用了描述性和分析性的方法,通过问卷作为主要工具收集了食品工业总公司员工样本的数据,这些员工的人数达到(76)人。此外,还采用了一些统计方法来处理数据;包括算术平均值、标准差、简单线性相关系数(Pearson)、简单线性回归和中位数变量检验。研究表明,在积极共享知识的情况下,工作满意度对影响战略敏捷性有着重大而重要的影响。这项研究的结果可以提供重要信息,说明对工作满意度的关注如何影响战略轻松度的创造,这将有助于通过有助于提高员工技能的知识共享过程来增强和增加食品工业总公司的生产灵活性。它还将阐明该公司在激活私营部门方面可以发挥的突出作用。
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引用次数: 1
The Role of the Postgraduate Institute for Accounting and Financial Studies for Providing Graduates that Can Improve the Performance of the Board of Supreme Audit and Reduce Government Spending Costs for the Period 2004-2020 2004-2020年期间,会计与金融研究生院在提供毕业生以提高最高审计委员会绩效和降低政府支出成本方面的作用
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19227
Dr. Basheer Alwan Hamd, Dr. Parzheen Sheikh Muhammad Aziz, Dr. Nabeel Farhan Hamdan
Institutions, institutes and colleges of higher education are the first pioneers for the outputs of specialized medical, engineering and social cadres, including accounting cadres. The Higher Institute for Accounting and Financial Studies is the Department of Accounting Studies, the main tributary for the preparation of specialized professional cadres holding a legal accounting certificate and a certificate of costs and administration, which is the highest specialized professional accounting certificate in the field Auditing and costing. The importance of these specialized cadres comes from the two certificate holders to provide the Federal Financial Supervision Bureau with these specialized accounting professional cadres for the purpose of monitoring government spending and calculating costs in productive institutions and cost and benefit in service institutions in the public and private sectors to monitor the achievement of political and social objectives of government public spending and private spending. The research investigated the study of the problem of the low percentage of the number of graduates of the Accounting Studies Department in the Legal, Cost and Administrative Accounting sub-section compared to the number of bodies and employees, which reduces the ability of the Federal Financial Supervision Bureau to follow local and international auditing standards in the pressure of public expenditures to achieve the political and social objectives of the public budget. The research reached the most important recommendations: 1. Increasing the number of legal, cost and administrative accounting graduates in the Office of Financial and Federal Supervision. 2. Developing cost-benefit and cost-benefit studies in auditing government agencies and institutions in the public and private sectors in accordance with international standards.
高等院校、研究所和学院是培养医学、工程和社会专业干部(包括会计干部)的先行者。高等会计与金融学院是会计学系,是培养持有法律会计证书和成本与管理证书的专业专业干部的主要支流,这是审计与成本计算领域最高的专业会计证书。这些专业干部的重要性来自于两个证书持有者为联邦金融监管局提供这些专业的会计专业干部,目的是监控政府支出,计算公共和私营部门生产机构的成本和服务机构的成本和收益,以监控政府公共支出和私人支出的政治和社会目标的实现。该研究调查了与机构和雇员数量相比,会计研究系法律、成本和行政会计分科毕业生比例低的问题,这降低了联邦金融监管局在公共支出压力下遵循当地和国际审计标准以实现公共预算的政治和社会目标的能力。研究得出了最重要的建议:增加金融和联邦监管局法律、成本和行政会计专业毕业生的数量。按照国际标准,在审计公营和私营部门的政府机构和机构方面进行成本效益和成本效益研究。
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引用次数: 0
Internal Control System between Fraud Asset Management and Local Governance: A Social and Organizational Perspective 舞弊资产管理与地方治理之间的内部控制制度:一个社会与组织的视角
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19366
A. Pattawe, N. Haris, M. Natsir, J. -, Masruddin ., Muhammad Din, Andri Gustama Larija
This study aims to examine the effects of peer influence and outcome expectancies on fraud in local government asset management. This study is also to analyze moderating effect of the internal control system between peer influence and outcome expectancies on the fraudulent behavior. By utilizing purposive sampling method to obtain data from government units of Palu City and by using PLS with the help of WarpPLS software, the results show that peer influence has a positive effect on fraudulent behavior, while outcome Expectancies have a negative effect on the fraudulent behavior. Moreover, internal control system is able to moderate the influence of peer influence and outcome expectancies against fraudulent behavior. The results would imply that strong internal control system is more likely able to reduce or weaken the influence of peer influence on fraudulent behavior.
本研究旨在探讨同行影响和结果预期对地方政府资产管理欺诈行为的影响。本研究亦探讨内部控制制度在同伴影响与结果预期之间对诈欺行为的调节作用。利用有目的抽样的方法获取帕卢市政府单位的数据,并借助WarpPLS软件使用PLS,结果表明同伴影响对欺诈行为有正向影响,而结果期望对欺诈行为有负向影响。此外,内部控制系统能够调节同伴影响和结果预期对欺诈行为的影响。结果表明,强有力的内部控制制度更有可能减少或削弱同伴影响对欺诈行为的影响。
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引用次数: 0
Hybrid Facial Chaotic-based Graphical Encryption Technique for Cloud Environment 基于混合人脸混沌的云环境图形加密技术
Q2 Social Sciences Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19240
M. A., A. R
Pictographic representations are everywhere in this digital world. IoT, Cloud, Fog, and 5G systems are becoming data transfer boosters for each user. In a real-world situation, secure data transmission is critical through open networks. Many conventional cryptosystems are inadequate for graphical data privacy in terms of computational overhead, latency, and more sensitive to the unknown attacks. In this paper, the secured and low-complex chaotic-based facial image cryptosystem has been developed for computer vision image data. The proposed crypto system utilizes the facial features, Lorentz chaotic maps for private keys production during the encoding process and the same is decrypted using the diffusion process. Facial depictions are merged with chaotic maps that are segmented and decrypted with mutual keys. The performance of the proposed hybrid cryptosystem is validated using the standard facial datasets and NCPR, UACI metrics are measured. Entropy and adjacent pixels correlation metrics also evaluated through proposed cryptosystems.
在这个数字世界里,象形文字无处不在。物联网、云、雾和5G系统正在成为每个用户的数据传输助推器。在现实世界中,通过开放网络进行安全的数据传输至关重要。许多传统的密码系统在计算开销、延迟和对未知攻击更敏感方面不足以实现图形数据隐私。本文针对计算机视觉图像数据,提出了一种安全、低复杂度的基于混沌的人脸图像密码系统。所提出的加密系统在编码过程中利用面部特征洛伦兹混沌映射来产生私钥,并使用扩散过程对其进行解密。面部描绘与混乱的地图合并,这些地图被分割并用相互密钥解密。使用标准人脸数据集验证了所提出的混合密码系统的性能,并测量了NCPR、UACI度量。熵和相邻像素的相关性度量也通过所提出的密码系统进行了评估。
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引用次数: 0
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Webology
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