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Applying Ensemble Classifier, K-Nearest Neighbor and Decision Tree for Predicting Oral Reading Rate Levels 应用集成分类器、k近邻和决策树预测口语阅读速度水平
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3102
Jwan Abdulkhaliq Mohammed
For many years, reading rate as word correct per minute (WCPM) has been investigated by many researchers as an indicator of learners’ level of oral reading speed, accuracy, and comprehension. The aim of the study is to predict the levels of WCPM using three machine learning algorithms which are Ensemble Classifier (EC), Decision Tree (DT), and K- Nearest Neighbor (KNN). The data of this study were collected from 100 Kurdish EFL students in the 2nd-year, English language department, at the University of Duhok in 2021. The outcomes showed that the ensemble classifier (EC) obtained the highest accuracy of testing results with a value of 94%. Also, EC recorded the highest precision, recall, and F1 scores with values of 0.92 for the three performance measures. The Receiver Operating Character curve (ROC curve) also got the highest results than other classification algorithms. Accordingly, it can be concluded that the ensemble classifier is the best and most accurate model for predicting reading rate (accuracy) WCPM.    
多年来,许多研究者将阅读率作为每分钟正确单词数(WCPM)作为学习者口语阅读速度、准确性和理解水平的指标进行了研究。该研究的目的是使用三种机器学习算法来预测WCPM的水平,这三种算法是集成分类器(EC)、决策树(DT)和K-最近邻(KNN)。本研究的数据是在2021年从杜胡克大学英语系二年级的100名库尔德语学生中收集的。结果表明,集成分类器(EC)的检测结果准确率最高,达到94%。此外,EC在三个绩效指标上的准确率、召回率和F1得分最高,为0.92。受试者工作特征曲线(Receiver Operating Character curve, ROC曲线)的分类效果也优于其他分类算法。综上所述,集成分类器是预测阅读率(准确率)WCPM的最佳和最准确的模型。
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引用次数: 0
Cr (III), Fe (III), Co (II) and Cu(II)Metal ions complexes with azo compound derived from 2-hydroxy quinolin synthesis, characterization, thermal study and antioxidant activity Cr (III)、Fe (III)、Co (II)和Cu(II)金属离子配合物与偶氮化合物衍生的2-羟基喹啉合成、表征、热研究和抗氧化活性
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3068
Adhraa Ghazi Abdulrazzaq, A. A. Al-Hamdani
Azo-ligand-(HL)([4-((2-hydroxyquinolin-3-yl)diazenyl)-N-(5-methylisoxazol-3-yl)benzenesulfonamide] ) ,  (2- hydroxy quinolin  derivative),reacts with the next metal ions (Cr (III), Fe (III),Co (II) and Cu(II))  forming stable complexes with unique geometries such as(tetrahedral for bothCo (II) and  Cu (II), octahedral for both Cr (III) and Fe (III)). The creation of such complexes was detected by employing spectroscopic means involving ultraviolet-visible which proved the obtained geometries, Fourier transfer proved the involvement of coordinated water molecule in all complexes besides the pyrolysis (TGA & DSC) studies proved the coordination of water residues with metal ions inside the coordination sphere as well as chlorine atoms. Moreover element-micro-analysis and AAS that gave corresponding outcome with theoretically counting outcome.  Magnetic quantification scan also indicates the unique geometries of complexes. The degradation of reactive oxygen entities for the compounds were estimated toward (DPPH-radical then matched to the standard-natural antioxidant, Gallic acid. The incomes display good radical degradations-activities.The lower IC50 value, the higher antioxidant activity. Depending on this conception, the order of our compounds besides Azo-species-HL is as follows: (G_A<[Co(L)(H2O)Cl]> [Cr(L)(H2O)Cl]> [Fe(L)(H2O)2Cl2]> [Cu(L)(H2O)Cl]).
偶氮配体-(HL)([4-((2-羟基喹啉-3-基)二氮基)- n-(5-甲基异恶唑-3-基)苯磺酰胺]),(2-羟基喹啉衍生物),与下一个金属离子(Cr (III), Fe (III),Co (II)和Cu(II))反应形成具有独特几何形状的稳定配合物,例如(Co (II)和Cu(II)为四面体,Cr (III)和Fe (III)为八面体)。这种配合物的形成是通过紫外可见光谱手段来检测的,这证明了所得到的几何形状,傅里叶转移证明了所有配合物中都有配位水分子的参与,除了热解(TGA和DSC)研究证明了配位球内的水残留物与金属离子以及氯原子的配位。元素微量分析和原子吸收光谱法给出了与理论计数结果相对应的结果。磁定量扫描也表明了复合物的独特几何形状。估计化合物的活性氧实体对(dpph -自由基)的降解,然后与标准天然抗氧化剂没食子酸相匹配。收入表现出良好的自由基降解活性。IC50值越低,抗氧化活性越高。根据这一概念,除偶氮物种- hl外,化合物的顺序为:(G_A [Cr(L)(H2O)Cl]> [Fe(L)(H2O)2Cl2]> [Cu(L)(H2O)Cl])。
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引用次数: 0
Analytical Solutions to Investigate Fractional Newell-Whitehead Nonlinear Equation Using Sumudu Transform Decomposition Method 用Sumudu变换分解方法研究分数阶newwell - whitehead非线性方程的解析解
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3241
H. Altaie, Qays Jasem Hussein
Some nonlinear differential equations with fractional order are evaluated using a novel approach, the Sumudu and Adomian Decomposition Technique (STADM). To get the results of the given model, the Sumudu transformation and iterative technique are employed. The suggested method has an advantage over alternative strategies in that it does not require additional resources or calculations. This approach works well, is easy to use, and yields good results. Besides, the solution graphs are plotted using MATLAB software. Also, the true solution of the fractional Newell-Whitehead equation is shown together with the approximate solutions of STADM. The results showed our approach is a great, reliable, and easy method to deal with specific problems in a variety of applied sciences and engineering fields
利用一种新的方法——Sumudu - Adomian分解技术(STADM)对分数阶非线性微分方程进行了求解。为了得到给定模型的结果,采用了Sumudu变换和迭代技术。与其他策略相比,建议的方法具有优点,因为它不需要额外的资源或计算。这种方法运行良好,易于使用,并产生良好的结果。并利用MATLAB软件绘制了求解图。同时给出了分数阶newwell - whitehead方程的真解以及STADM的近似解。结果表明,我们的方法是处理各种应用科学和工程领域的具体问题的一种伟大、可靠和简单的方法
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引用次数: 0
Morphological Description and Histological Study of Thyroid Gland in Felis catus (Linnaeus,1758) 猫(Felis catus)甲状腺的形态描述和组织学研究(Linnaeus,1758)
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3114
Noor Mohammed Jaafer Hammodi, Rana Alaa Al Aamery
The results of the current study showed that the thyroid gland in an adult domestic cat (Felis catus) is located in the neck area on both sides of the trachea at rings 1–5. The gland consists of two lobes (right and left), and it is surrounded by a capsule of connective tissue consisting of two outer and inner layers, and a layer of fatty tissue overlaps with the outer layer of the capsule. In addition, the results of this study found that the histological structure of the thyroid gland is composed of several follicles that appear in different sizes and shapes. The follicles are lined with simple cuboidal epithelial tissue and sometimes appear lined with high and low simple cuboidal epithelial tissue. The gland is histologically composed of two types of cells: epithelial cells and parafollicular cells, or calcitonin cells (C-cells), the latter being few in number compared to the epithelial cells and appearing as single cells or forming clusters in two locations: the first is between the follicular and the second is intrafollicular.
本研究结果表明,成年家猫(Felis catus)的甲状腺位于气管两侧环1-5处的颈部区域。腺体由两个叶(右叶和左叶)组成,它被由两层外层和内层组成的结缔组织包膜包围,一层脂肪组织与包膜的外层重叠。此外,本研究结果发现甲状腺的组织学结构是由几个大小形状各异的卵泡组成的。卵泡内排列有单层立方上皮组织,有时排列有高低单层立方上皮组织。腺体在组织学上由两种类型的细胞组成:上皮细胞和滤泡旁细胞或降钙素细胞(c细胞),后者与上皮细胞相比数量较少,在两个位置表现为单个细胞或形成集群:第一个在滤泡之间,第二个在滤泡内。
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引用次数: 0
Bayesian Approach for estimating the unknown Scale parameter of Erlang Distribution Based on General Entropy Loss Function 基于广义熵损失函数估计Erlang分布未知尺度参数的贝叶斯方法
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3099
J. A. N. Al-obedy
We are used Bayes estimators for unknown scale parameter  when shape Parameter  is known of Erlang distribution. Assuming different informative priors for unknown scale  parameter. We derived The posterior density with posterior mean and posterior variance using different informative priors for unknown scale parameter  which are the inverse exponential distribution, the inverse chi-square distribution, the inverse Gamma distribution, and the standard Levy distribution as prior. And we derived Bayes estimators based on the general entropy loss function (GELF) is used the Simulation method to obtain the results. we generated different cases for the parameters of the Erlang model, for different sample sizes. The estimates have been compared in terms of their mean-squared error (MSE). We concluded that the best estimators of the scale parameterof the Erlang distribution, based on GELF for the shape parameter (c=1,2,3) under inverse gamma prior with for all samples sizes(n) where the true cases of the Erlang model are  and  according to the smallest values of MSE
当Erlang分布的形状参数已知时,对未知的尺度参数使用贝叶斯估计。对于未知的尺度参数,假设不同的信息先验。对未知尺度参数分别采用指数反分布、卡方反分布、Gamma反分布和标准Levy分布作为先验,推导了后验均值和后验方差的后验密度。并推导了基于广义熵损失函数(GELF)的贝叶斯估计量,并用仿真方法得到了结果。我们针对不同的样本量,为Erlang模型的参数生成了不同的案例。根据均方误差(MSE)对这些估计进行了比较。我们得出的结论是,对于Erlang模型真实情况下的所有样本量(n),基于形状参数(c=1,2,3)的GELF,并根据MSE的最小值,在逆gamma先验下对Erlang分布的尺度参数进行最佳估计
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引用次数: 0
Double-Exponential-X Family of Distributions: Properties and Applications 双指数x族分布:性质与应用
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3377
K. Bashiru, T. Ojurongbe, Lawal Sola, N. Adeboye, H. A. Afolabi
A new family of distribution named Double-Exponential-X family is proposed. The proposed family is generated from the double exponential distribution. The forms of the probability densities and hazard functions of two distinct subfamilies of the proposed family are examined and reported. Generalproperties such as moment, survival, order statistics, probability weighted moments and quartile functions of the models are investigated. A sub family of the developed family of double –Exponential-X family of the distribution known as double-Exponential-Pareto distribution was used to fit a real life data on the use of antiretroviral drugs. Molecular simulation of efficacy of antiretroviral drugs is conducted to evaluate the performance of the model. The models were tested using some models diagnostic tests and it was revealed that the proposed model was better than the ones proposed before it from the same family and also, stochastic dominance method was used to affirm the best antiretroviral drugs used in the study.
提出了一种新的分布族——双指数- x族。该族由双指数分布生成。本文研究并报告了所建议的两个不同亚族的概率密度和危险函数的形式。研究了模型的矩、生存、阶统计量、概率加权矩和四分位函数等一般性质。双指数- x分布家族发达家族的一个亚家族被称为双指数-帕累托分布,用于拟合抗逆转录病毒药物使用的真实生活数据。对抗逆转录病毒药物的疗效进行分子模拟,评价模型的性能。采用模型诊断试验对模型进行了检验,结果表明本文提出的模型优于同科之前提出的模型,并采用随机优势法确定了研究中使用的最佳抗逆转录病毒药物。
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引用次数: 0
The Effect of substrate Nature on the properties of Tin Sulfide Nanostructured films Prepared by chemical bath deposition 衬底性质对化学浴法制备硫化锡纳米薄膜性能的影响
Pub Date : 2023-07-20 DOI: 10.30526/36.3.3020
Baha'a A. M. Al- Hilli, Zahra'a A. Abood, Muhammed Saleh Mehdi
The substrate's nature plays an important role in the characteristics of semiconductor films because of the thermal and lattice mismatching between the film and the substrate. In this study, tin sulfide (SnS) nanostructured thin films were grown on different substrates (polyester, glass, and silicon) using a simple and low-cost chemical bath deposition technique. The structural, morphological, and optical properties of the grown thin films were investigated using X-ray diffraction (XRD), field emission scanning electron microscopy (FESEM), and ultraviolet-visible-near infrared (UV-Vis-NIR) spectroscopy. The XRD and FESEM results of the prepared films revealed that each film is polycrystalline and exhibits both orthorhombic and cubic structure types. In addition, the deposited films on polyester and glass showed good absorption in the UV-Vis-NIR range.
由于薄膜与衬底之间的热与晶格不匹配,衬底的性质对半导体薄膜的特性起着重要的作用。在这项研究中,使用简单和低成本的化学浴沉积技术,在不同的衬底(聚酯,玻璃和硅)上生长硫化锡(SnS)纳米结构薄膜。利用x射线衍射仪(XRD)、场发射扫描电镜(FESEM)和紫外-可见-近红外光谱(UV-Vis-NIR)研究了生长薄膜的结构、形态和光学性能。制备的膜的XRD和FESEM结果表明,每层膜都是多晶的,具有正交和立方两种结构类型。此外,沉积在聚酯和玻璃上的薄膜在UV-Vis-NIR范围内具有良好的吸收性能。
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引用次数: 0
Extension of Cap by Size and Degree in the Space PG(3,11)‎ 空间PG(3,11)中Cap的大小和度可拓
Pub Date : 2023-04-20 DOI: 10.30526/36.2.3025
Jabbar Sharif Radhi, Emad Bakr Al-Zangana
A cap of size  and degree  in a projective space, (briefly; -cap) is a set of  points with the property that each line in the space meet it in at most  points. The aim of this research is to extend the size and degree of complete caps and incomplete caps, -caps of degree  in the finite projective space of dimension three over the finite field of order eleven, which already exist and founded by the action of subgroups of the general linear group over the finite field of order eleven and degree four, to -complete caps. These caps have been classified by giving the -distribution and -distribution. The Gap programming has been used to execute the designed algorithms and computations.
投影空间中大小和程度的上限,(简单地说;-cap)是一组点,其属性是空间中的每条线在大多数点上与它相交。本文的研究目的是将三维有限射影空间中由四阶有限域上的一般线性群的子群所建立的11阶有限域上的完全帽、不完全帽、-次帽的大小和度推广到-完全帽。这些帽被划分为-分布和-分布。采用Gap编程来执行所设计的算法和计算。
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引用次数: 0
Evaluation of Adiponectin, Irisin, Vitamin D Levels and Their Relation in Iraqi Patients with Non alcoholic Fatty Liver Disease 伊拉克非酒精性脂肪肝患者脂联素、鸢尾素、维生素D水平的评价及其相关性
Pub Date : 2023-04-20 DOI: 10.30526/36.2.3043
Alaa Abdul Sattar, Warka'a T. AL-Sa'adi
Non-alcoholic fatty liver disease (NAFLD) is one of chronic liver and defines by fat accumulation ≥5% in liver which can progresses to non-alcoholic steatohepatitis (NASH). NAFLD related to obesity as well as non obese individuals. Adiponectin is a cytokine secreted from adipose tissue involved NAFLD pathogenesis and liked with obesity. Irisin is a myokine, has a convenient effect against metabolic diseases such as obesity, disylipemia diabetes type 2 and reversed liver steatosis and may be related with NAFLD.  Vitamin D is one of the fat soluble vitamins and more precisely as a pro-hormone through its metabolite (1,25(OH)2 cholecalciferol) the major steroid hormone. After the skin exposure to the light, vitamin D undergoes to activation through two successive hydroxylation reactions in liver and kidney. Several metabolic diseases such as dyslipidaemia, obesity, hypertension, T2D and metabolic syndrome (MS) have been related to vitamin D deficiency.  
非酒精性脂肪性肝病(NAFLD)是一种慢性肝脏疾病,定义为肝脏脂肪堆积≥5%,可发展为非酒精性脂肪性肝炎(NASH)。NAFLD与肥胖和非肥胖个体有关。脂联素是一种由脂肪组织分泌的细胞因子,参与NAFLD的发病机制,并与肥胖有关。鸢尾素是一种肌因子,对代谢性疾病如肥胖、二脂血症、2型糖尿病和逆转肝脂肪变性等有方便的作用,可能与NAFLD有关。维生素D是一种脂溶性维生素,更准确地说,它是一种促激素,通过它的代谢物(1,25(OH)2胆钙化醇),一种主要的类固醇激素。皮肤暴露在阳光下后,维生素D在肝脏和肾脏中通过两个连续的羟基化反应被激活。一些代谢性疾病,如血脂异常、肥胖、高血压、T2D和代谢综合征(MS)都与维生素D缺乏有关。
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引用次数: 0
Convergence To Approximate Solutions of Multivalued Operators 多值算子近似解的收敛性
Pub Date : 2023-04-20 DOI: 10.30526/36.2.3023
Z. H. Maibed
The goal of this study is to provide a new explicit iterative process method  approach for solving maximal monotone(M.M )operators in Hilbert spaces utilizing a finite family of different types of  mappings as( nonexpansive mappings,resolvent mappings and projection mappings. The findings given in this research strengthen and extend key previous findings in the literature. Then, utilizing various structural conditions in Hilbert space and variational inequality problems, we examine the strong convergence to nearest point projection for these explicit iterative process methods Under the presence of two important conditions for convergence, namely closure and convexity. The findings reported in this research strengthen and extend key previous findings from the literature
本研究的目的是提供一种新的求解极大单调的显式迭代过程方法。M)在Hilbert空间中的算子,利用有限族的不同类型的映射,如(非膨胀映射,解析映射和投影映射)。本研究的发现加强并扩展了先前文献中的主要发现。然后,利用Hilbert空间中的各种结构条件和变分不等式问题,在闭包性和凸性两个重要收敛条件存在的情况下,研究了这些显式迭代过程方法对最近点投影的强收敛性。本研究报告的发现加强并扩展了先前文献中的主要发现
{"title":"Convergence To Approximate Solutions of Multivalued Operators","authors":"Z. H. Maibed","doi":"10.30526/36.2.3023","DOIUrl":"https://doi.org/10.30526/36.2.3023","url":null,"abstract":"The goal of this study is to provide a new explicit iterative process method \u0000 approach for solving maximal monotone(M.M )operators in Hilbert spaces utilizing a\u0000 finite family of different types of  mappings as( nonexpansive mappings,resolvent\u0000 mappings and projection mappings. The findings given in this research strengthen and\u0000 extend key previous findings in the literature. Then, utilizing various structural\u0000 conditions in Hilbert space and variational inequality problems, we examine the strong\u0000 convergence to nearest point projection for these explicit iterative process methods\u0000 Under the presence of two important conditions for convergence, namely closure and\u0000 convexity. The findings reported in this research strengthen and extend key previous\u0000 findings from the literature","PeriodicalId":13022,"journal":{"name":"Ibn AL- Haitham Journal For Pure and Applied Sciences","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88691766","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
期刊
Ibn AL- Haitham Journal For Pure and Applied Sciences
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