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Diagnosis of Lung Disorder Using Immune Genetic Algorithm and Fuzzy logic to Handle Incertitude 应用免疫遗传算法和模糊逻辑处理不确定性对肺部疾病的诊断
Pub Date : 2018-07-25 DOI: 10.25027/AGJ2017.28.V28I4.100
Pandithurai Othiyappan
In this paper, we present an immune based fuzzy-logic approach for computer-aided diagnosis scheme in medical imaging. The scheme applies to lung CT images and to detect and classify lung nodules. Classification of lung tissue is a significant and challenging task in any computer aided diagnosis system. This paper presents a technique for classification of lung tissue from computed tomography of the lung using the Gaussian interval type-2 fuzzy logic system. The type-2 Gaussian membership functions (T2MFs) and their footprint of uncertainty (FOU) are tuned by immune, genetic algorithm, which is the combination of immune genetic algorithm (GA) and local exploration operator. An immune, genetic algorithm estimates the parameters of the type-2 fuzzy membership function (T2MF). By using immune, genetic algorithm, converging speed is increased. The proposed local exploration operator helps in finding the best Gaussian distribution curve of a particular feature which improves the efficiency and accuracy of the diagnosis system.
本文提出了一种基于免疫的医学影像计算机辅助诊断模糊逻辑方法。该方案适用于肺部CT图像,用于肺结节的检测和分类。在任何计算机辅助诊断系统中,肺组织的分类都是一项重要而富有挑战性的任务。本文提出了一种利用高斯区间2型模糊逻辑系统对肺组织进行分类的方法。利用免疫遗传算法(GA)和局部探索算子相结合的方法,对2型高斯隶属函数(t2mf)及其不确定性足迹(FOU)进行了优化。采用免疫遗传算法对2型模糊隶属函数(T2MF)的参数进行估计。采用免疫遗传算法,提高了收敛速度。提出的局部勘探算子有助于找到特定特征的最佳高斯分布曲线,从而提高了诊断系统的效率和准确性。
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引用次数: 2
FMPM: Futuristic Mobility Prediction Model for Mobile Adhoc Networks Using Auto-Regressive Integrated Moving Average 基于自回归综合移动平均的移动自组织网络未来移动性预测模型
Pub Date : 2018-06-01 DOI: 10.25027/AGJ2017.28.V29I2.136
P. Theerthagiri, T. Menakadevi
The mobility of the node plays a crucial role in route discovery process for Mobile Ad hoc networks (MANET). Typically, the high-speed node affects the routing process in terms of packet relay, packet delivery. In this paper, we propose a mobility prediction model FMPM using Auto-Regressive Integrated Moving Average (ARIMA) method for estimating futuristic speed values of the nodes in MANET. The ARIMA is a time series forecasting approach using autocorrelations of the data. The ARIMA model applied to mobile nodes for predicting its future speeds in the network. This prediction supports the route discovery process for selection of moderate mobility nodes, which provides the reliable routing with the nodes. The nodes are trained by ARIMA model using neural network time-series tool of Matlab. Roughly, each node trained about 10 iterations. Simulation results show that the forecasted values almost match with the simulated node speed values. Performance analysis of the predicted mobility values exhibits the enhancement of current methodology compared to other works in terms of performance metrics such as mean square error, covariance, and computation overhead. FMPM yields more perfection in the speed prediction of a mobile node with a maximum of 80-100 % throughout the time series.
节点的移动性在移动自组织网络(MANET)的路由发现过程中起着至关重要的作用。通常,高速节点在数据包中继、数据包传递方面影响路由过程。在本文中,我们使用自回归综合移动平均(ARIMA)方法提出了一个移动预测模型FMPM,用于估计MANET中节点的未来速度值。ARIMA是一种使用数据自相关的时间序列预测方法。ARIMA模型应用于移动节点,用于预测其在网络中的未来速度。该预测支持用于选择中等移动性节点的路由发现过程,这提供了与节点的可靠路由。利用Matlab的神经网络时间序列工具,利用ARIMA模型对节点进行训练。粗略地说,每个节点训练了大约10次迭代。仿真结果表明,预测值与模拟节点速度值基本一致。预测迁移率值的性能分析表明,与其他工作相比,在性能指标(如均方误差、协方差和计算开销)方面,当前方法得到了增强。FMPM在移动节点的速度预测中产生了更完美的结果,在整个时间序列中具有80-100%的最大值。
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引用次数: 9
Ptex system for advanced texture mapping 用于高级纹理映射的Ptex系统
Pub Date : 2018-04-01 DOI: 10.25027/AGJ2017.28.V29I1.135
A. Bernik, M. Kotlár
Ptex is a texture mapping method. It's main advantage is the elimination of UV mapping process by storing separate texture for each face. Ptex deals with the filtering across face boundaries, which makes all the little separate textures look seamless, as if they were one big texture. Ptex file format can efficiently store hundreds of thousands of images into a single file. Ptex API is released as open source, written in C++, which enables implementation of Ptex in various programs. This paper analyses advantages and drawbacks of this system and examines if Ptex is today usable outside of big production studios. Analysis leads us to a conclusion that Ptex can already be used by individuals outside of big production studios.
Ptex是一种纹理映射方法。它的主要优点是通过为每个面存储单独的纹理来消除UV映射过程。Ptex处理跨面边界的过滤,这使得所有小的独立纹理看起来无缝,就好像它们是一个大纹理。Ptex文件格式可以有效地将数十万张图像存储到单个文件中。Ptex API是开源的,用c++编写,这使得Ptex可以在各种程序中实现。本文分析了该系统的优点和缺点,并考察了Ptex是否在大型制作工作室之外可用。分析使我们得出结论,Ptex已经可以被大型制作工作室以外的个人使用。
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引用次数: 1
Photo-oxidation stability of microcapsules in thermochromic prints 微胶囊在热致变色印刷品中的光氧化稳定性
Pub Date : 2018-01-05 DOI: 10.25027/AGJ2017.28.V28I3.138
M. Rožić, Marina Vukoje
In this paper, photochemical stability of two thermochromic prints was investigated: vegetable oil based offset and UV curing screen printing ink. The obtained preliminary results can be used for further detailed examination of prints stability. It is well known that thermochromic printing inks are very unstabile when exsposed to UV irradiance and this is why they are mainly used for applications that are not directly exposed to sunlight. The results of the study show the heterogeneous nature of photooxidative degradation of thermochromic prints, and the opposite behaviour of photooxidation can be noticed comparing examined prints. Microcapsules in the UV curable screen print by fixation with polar polymer binder can create a new products stable to photoxidation. For this reason, the areas where the microcapsules and binder are bonded together are stable. Degraded only areas where binder is not related to microcapsules. Microcapsules in offset print do not have the ability to create new stabile forms due to smaller polarity and different chemical composition of the offset oxidized binder. In the offset print, the microcapsules are the least photooxidative stable and also cause lower photooxidative stability of the binder in contact with them. Cavities are formed in the areas where microcapsules are in contact with the binder, while the areas in which the binder is not in contact with microcapsules are not degraded.
本文研究了两种热致变色印刷品:植物油胶印油墨和UV固化丝网印刷油墨的光化学稳定性。所获得的初步结果可用于进一步详细检查印刷品的稳定性。众所周知,热致变色印刷油墨在暴露于紫外线照射下时非常不稳定,这就是为什么它们主要用于不直接暴露于阳光下的应用。研究结果表明,热致变色印刷品的光氧化降解具有不均匀性,与所检查的印刷品相比,可以注意到光氧化的相反行为。微胶囊在紫外线固化丝网印刷中通过极性聚合物粘合剂的固定可以产生对光氧化稳定的新产品。因此,微胶囊和粘合剂结合在一起的区域是稳定的。仅降解粘合剂与微胶囊无关的区域。胶印中的微胶囊由于胶印氧化粘合剂的较小极性和不同化学成分而不具有产生新的稳定形式的能力。在胶印中,微胶囊是光氧化稳定性最低的,并且也导致与它们接触的粘合剂的光氧化稳定性较低。在微胶囊与粘合剂接触的区域中形成空腔,而粘合剂不与微胶囊接触的区域没有退化。
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引用次数: 1
Aesthetic Value of Mirror Symmetry in Graphic Design 镜像对称在平面设计中的美学价值
Pub Date : 2018-01-05 DOI: 10.25027/AGJ2017.28.V28I3.130
I. Budimir, Miroslav Mikota, Josipa Fotak, Hrvoje Grujić
The primary goal of graphic design as a form of "commercial art" is to create a stronger aesthetic impression on graphic product users. In order to achieve better aesthetic quality, designers use mathematical compositional rules such as golden ratio or symmetry. This paper contains extensive discussion of the possibilities offered by different types of symmetry in graphic design. Also, the results of the research conducted by the method of experimental aesthetics were provided in this paper and this research evaluated the opinions of the subjects about the aesthetic value of the mirror symmetric form. For this purpose, 4 original test samples were designed, which were ranked by the respondents using the Liekert scale, according to their own aesthetic value. Non-parametric Friedman's ANOVA and Wilcoxon tests were used to identify pairs of arithmetic means of ranks that statistically differ significantly (p <0.05). It was found that respondents considered that the highest quality test pattern was the one whose form was fully aligned with the mirror symmetry, thereby experimentally verifying the aesthetic value of the mirror symmetry.
平面设计作为一种“商业艺术”形式的首要目标是给平面产品用户创造更强烈的审美印象。为了获得更好的美学质量,设计师使用了黄金比例或对称性等数学构图规则。本文对平面设计中不同类型的对称性所提供的可能性进行了广泛的讨论。此外,本文还提供了采用实验美学方法进行的研究结果,并评估了受试者对镜像对称形式的美学价值的看法。为此,设计了4个原始测试样本,由受试者根据自己的美学价值使用Liekert量表进行排名。使用非参数Friedman方差分析和Wilcoxon检验来识别在统计学上差异显著的等级算术平均数对(p<0.05)。发现受访者认为最高质量的测试模式是形式与镜像对称完全一致的测试模式,从而通过实验验证了镜像对称的美学价值。
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引用次数: 1
The influence of the chromatic effect of crispening on the shift in the manifestation of the color of the observer 在观察者的色彩表现中,色脆效应对色移的影响
Pub Date : 2018-01-05 DOI: 10.25027/AGJ2017.28.V28I3.129
Petra Bradić, K. Hajdek, Milan A. Matijevic, Martina Hajdek
The paper presents the results of the research on the manifestation of the chromatic effect crispening, where the primary stimuli are designed as squares in the blue-green color with the values of 55% RTV and 65% RTV, while the secondary stimuli are designed as backgrounds in the purple color and their variations are made in the values of 25% RTV, 50 % RTV, 75% RTV and 100% RTV that surrounds the primary stimuli. Ten respondents of both sexes participated in the research. They had the task to match on a computer screen through the binocular harmonization technique the test primary stimuli with the referential stimuli, so that the test primary stimuli are perceived the same or equal to the referential primary stimuli. The intensity of the effect was determined and presented in the CIEDE00 system. The results of the research show that the intensity of the effect was more pronounced on the test primary stimuli of 65% RTV, where the deviations in the perception of color were more pronounced. The smallest deviation was measured on the primary stimulus of 55% RTV with the background of 75% RTV, which is also a recommendation to the designers when creating a conceptual solution with the combination of pairs presented in this paper.
本文介绍了对色彩效应脆化表现形式的研究结果,其中初级刺激被设计为蓝绿色的正方形,其值为55%RTV和65%RTV,而次级刺激则被设计为紫色的背景,其值在25%RTV、50%RTV、,75%的RTV和围绕主要刺激的100%的RTV。10名男女受访者参与了这项研究。他们的任务是通过双目协调技术在计算机屏幕上匹配测试初级刺激和参考刺激,从而使测试初级刺激被感知为与参考初级刺激相同或相等。该效应的强度被确定并在CIEDE00系统中呈现。研究结果表明,在65%RTV的测试初级刺激下,效果的强度更明显,其中对颜色的感知偏差更明显。在75%RTV的背景下,在55%RTV的主要刺激上测量到最小的偏差,这也是设计师在使用本文中提出的配对组合创建概念解决方案时的建议。
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引用次数: 2
Critical analysis of marketing in Croatian publishing 克罗地亚出版市场营销的批判性分析
Pub Date : 2018-01-05 DOI: 10.25027/AGJ2017.28.V28I3.142
Silvija Gašparić, G. Petković, Suzana Pasanec Preprotić
Marketing is an inevitable part of today's modern lifestyle. The role that marketing plays is so big that it has become the most important part of business. Due to crisis that is still affecting publishers in Croatia, this paper emphasizes the power of advertising as a key ingredient in how to overcome this situation and upgrade the system of publishing in Croatia. The framework of the paper is based on marketing as a tool that leads to popularization of books and sales increase. Beside the experimental part which gives an insight into public's opinion about books, publishing and marketing, the first chapter gives the literature review and analysis conducted on the whole process of book publishing in Croatia with pointing out mistakes that Croatian publishers make. Also, benefits of foreign publishing will be mentioned and used for comparison and projection on to the problems of the native market. The aim of this analysis and this viewpoint paper is to contribute the comprehension of marketing strategies and activities and its use and gains in Croatian publishing.
营销是当今现代生活方式中不可避免的一部分。市场营销的作用是如此之大,以至于它已经成为商业中最重要的部分。由于危机仍在影响克罗地亚的出版商,本文强调广告的力量是如何克服这种情况并升级克罗地亚出版系统的关键因素。本文的框架是基于营销作为一种工具,导致书籍的普及和销量的增长。除了深入了解公众对图书、出版和营销的看法的实验部分外,第一章对克罗地亚图书出版的全过程进行了文献回顾和分析,指出了克罗地亚出版商所犯的错误。此外,还将提及外国出版的好处,并将其用于对本土市场问题的比较和预测。这篇分析和观点论文的目的是帮助理解克罗地亚出版业的营销策略和活动及其使用和收益。
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引用次数: 1
Development of algorithm for continuous generation of a computer game in terms of usability and optimization of developed code in computer science 从计算机科学的可用性和优化已开发代码的角度,开发计算机游戏连续生成的算法
Pub Date : 2017-12-30 DOI: 10.25027/AGJ2017.28.V28I2.133
T. Skala, Vladimir Cviljušac, K. Mustač
As both hardware and software have become increasingly available and constantly developed, they globally contribute to improvements in technology in every field of technology and arts. Digital tools for creation and processing of graphical contents are very developed and they have been designed to shorten the time required for content creation, which is, in this case, animation. Since contemporary animation has experienced a surge in various visual styles and visualization methods, programming is built-in in everything that is currently in use. There is no doubt that there is a variety of algorithms and software which are the brain and the moving force behind any idea created for a specific purpose and applicability in society. Art and technology combined make a direct and oriented medium for publishing and marketing in every industry, including those which are not necessarily closely related to those that rely heavily on visual aspect of work. Additionally, quality and consistency of an algorithm will also depend on proper integration into the system that will be powered by that algorithm as well as on the way the algorithm is designed. Development of an endless algorithm and its effective use will be shown during the use of the computer game. In order to present the effect of various parameters, in the final phase of the computer game development an endless algorithm was tested with varying number of key input parameters (achieved time, score reached, pace of the game).
随着硬件和软件的日益普及和不断发展,它们在全球范围内为每个技术和艺术领域的技术进步做出了贡献。用于创建和处理图形内容的数字工具非常发达,它们的设计目的是缩短内容创建所需的时间,在这种情况下,即动画。由于当代动画经历了各种视觉风格和可视化方法的激增,因此目前使用的所有内容都内置了编程。毫无疑问,有各种各样的算法和软件,它们是大脑,是为特定目的和社会适用性而创造的任何想法背后的推动力。艺术和技术的结合为每个行业的发行和营销创造了一种直接而定向的媒介,包括那些不一定与那些严重依赖视觉方面的工作密切相关的行业。此外,算法的质量和一致性还取决于是否正确地集成到由该算法驱动的系统中,以及算法的设计方式。无限算法的发展和它的有效使用将显示在使用电脑游戏。为了呈现各种参数的效果,在电脑游戏开发的最后阶段,使用不同数量的关键输入参数(达到的时间,达到的分数,游戏的速度)测试了一个无穷无尽的算法。
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引用次数: 1
The users’ tendency to different packaging materials regarding to the type of product 用户对不同产品类型的包装材料的倾向
Pub Date : 2017-12-30 DOI: 10.25027/acta
M. Brozović, Bruno Bucić, D. Čikara, Antonija Lasić, Dorotea Kovačević, Josip Bota
The most important role of packaging is protecting a product, but also stimulating purchasing decision. Products on store shelfs can often be found packaged in different materials, even when they are of the same net weight. This study investigated how different packaging materials affect purchasing decision. The aim was to evaluate the user’s tendency towards a particular packaging material in relation to its functionality and environmental protection. Test samples were three common powder products: instant coffee, cocoa and sugar. Respondents’ task was to select one of the following packaging materials: glass, tin and composite material for coffee; rigid and flexible plastics for cocoa and sugar. The results showed that the user’s tendency towards packaging material is influenced by packaging functionality. In addition, technical (protection, recyclability) and ergonomic (presence of the lid, easy to dose and reusability) attributes have found to be essential criteria for the choice of packaging. Furthermore, this study showed that customers are ecologically aware since they tend to re-use the packaging, thus enhancing environmental care.
包装最重要的作用是保护产品,但也刺激购买决策。商店货架上的产品通常用不同的材料包装,即使它们的净重相同。本研究调查了不同包装材料对采购决策的影响。目的是评估用户对特定包装材料的功能和环境保护的倾向。测试样品是三种常见的粉末产品:速溶咖啡、可可和糖。受访者的任务是选择以下包装材料之一:玻璃、锡和咖啡复合材料;用于可可和糖的刚性和柔性塑料。结果表明,用户对包装材料的倾向受到包装功能的影响。此外,技术(保护性、可回收性)和人体工程学(有盖子、易于给药和可重复使用)属性已被发现是选择包装的基本标准。此外,这项研究表明,消费者具有生态意识,因为他们倾向于重复使用包装,从而加强了环境保护。
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引用次数: 1
Highly Directional Microstrip Ultra Wide Band Antenna for Microwave Imaging System 用于微波成像系统的高定向微带超宽带天线
Pub Date : 2017-07-24 DOI: 10.25027/AGJ2017.28.V28I1.122
Vanaja Selvaraj, Poonguzhali Srinivasan, J. Kumar, R. Krishnan, Karunakaran Annamalai
This paper presents a novel highly directive ultra-wide band antenna for using in microwave imaging systems. Defected Ground Structure (DGS) is incorporated in the top and side of the ground plane to enhance the bandwidth impedance matching. Subsequently, for the further improvement in the bandwidth, gain and directivity staircase slot and square slot is etched at the bottom and top edge of the square patch plane. The low-frequency performance of the proposed antenna can be achieved by adjusting the gap between the ground and patch plane. The proposed microstrip antenna is fabricated on a Flame Retardant (FR4) plate of laminate substrate with dielectric constant of 4.3. The result shows that a directivity of 2.2-8.4dBi is achieved across a bandwidth from 1.43-8.92GHz. Furthermore, gain, directivity, radiation pattern characteristic and reflection coefficient have also been analyzed at the different resonant frequency.
本文提出了一种用于微波成像系统的新型高指向性超宽带天线。缺陷接地结构(DGS)结合在接地平面的顶部和侧面,以增强带宽阻抗匹配。随后,为了进一步提高带宽、增益和方向性,在方形贴片平面的底部和顶部边缘蚀刻阶梯槽和方形槽。所提出的天线的低频性能可以通过调整地平面和贴片平面之间的间隙来实现。所提出的微带天线是在介电常数为4.3的层压基板的阻燃(FR4)板上制造的。结果表明,在1.43-8.92GHz的带宽范围内,获得了2.2~8.4dBi的指向性。此外,还分析了不同谐振频率下的增益、指向性、辐射方向图特性和反射系数。
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引用次数: 18
期刊
Acta Graphica
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