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A Novel Metadata Based Multi-Label Document Classification Technique

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Computer Systems Science & Engineering 2023年第8期46卷 2195-2214页

作者： Naseer ahmed Sajid Munir Ahmad Atta-ur Rahman Gohar Zaman Mohammed Salih ahmed Nehad Ibrahim Mohammed Imran Bahmed Gomathi Krishnasamy Reem Alzaher Mariam Alkharraa Dania AlKhulaifi Maryam AlQahtani Asiya A.Salam Linah Saraireh Mohammed Gollapalli rashad ahmed Barani Institute of Information Technology(BIIT) PMAS Arid Agriculture UniversityRawalpindi46000PunjabPakistan Department of Computer Science(CS) College of Computer Science and Information Technology(CCSIT)Imam Abdulrahman Bin Faisal UniversityP.O.Box 1982Dammam31441Saudi Arabia Faculty Computer Science and Information Technology Universiti Tun Hussein Onn MalaysiaBatu PahatMalaysia Department of Computer Engineering(CE) College of Computer Science and Information Technology(CCSIT)Imam Abdulrahman bin Faisal UniversityP.O.Box 1982Dammam31441Saudi Arabia College of Business Administration Imam Abdulrahman bin Faisal UniversityP.O.Box 1982Dammam31441Saudi Arabia Department of Computer Information System(CIS) College of Computer Science and Information Technology(CCSIT)Imam Abdulrahman bin Faisal UniversityP.O.Box 1982Dammam31441Saudi Arabia ICS Department King Fahd University of Petroleum and MineralsDhahran31261Saudi Arabia

From the beginning,the process of research and its publication is an ever-growing phenomenon and with the emergence of web technologies,its growth rate is *** a rough estimate,more than thirty thousand research journals have been issuing around four million papers annually on *** engines,indexing services,and digital libraries have been searching for such publications over the ***,getting the most relevant articles against the user requests is yet a *** is mainly because the articles are not appropriately indexed based on the hierarchies of granular subject *** overcome this issue,researchers are striving to investigate new techniques for the classification of the research articles especially,when the complete article text is not available(a case of nonopen access articles).The proposed study aims to investigate the multilabel classification over the available metadata in the best possible way and to assess,“to what extent metadata-based features can perform in contrast to content-based approaches.”In this regard,novel techniques for investigating multilabel classification have been proposed,developed,and evaluated on metadata such as the Title and Keywords of the *** proposed technique has been assessed for two diverse datasets,namely,from the Journal of universal computer science(***)and the benchmark dataset comprises of the articles published by the Association for computing machinery(ACM).The proposed technique yields encouraging results in contrast to the state-ofthe-art techniques in the literature.

关键词： Multilabel classification indexing metadata content/data mining

Quest for carbon and vanadium oxide based rechargeable magnesium-ion batteries

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Journal of Magnesium and Alloys 2020年第2期8卷 364-373页

作者： Muhammad rashad Muhammad Asif Iftikhar ahmed Zhen He Li Yin Zhou Xiao Wei Yuxin Wang School of Materials Science and Engineering Jiangsu University of Science and TechnologyZhenjiang212003 JiangsuChina Department of Materials Science and Engineering College of EngineeringPeking UniversityBeijing 100871China Faculty of Science Jiangsu UniversityZhenjiang212013 JiangsuChina

Rechargeable magnesium ion batteries are potential candidates to replace the lithium ion batteries due to their high volumetric energy density,dendrite free cycling,and low *** present work,we have critically reviewed the recent advances made in the field of cathode materials development to achieve the high reversible capacities and working *** first part,carbon-based cathodes such as fluorinedoped graphene nanosheets and graphite fluoride(CF0.8)are discussed in terms of compatibilities of pos让ive electrode materials and electrolyte solutions for rechargeable magnesium-ion ***,the second part of this review focuses on crystal structure of vanadium oxide and its capability to accommodate the Mg^2+***,electrochemical performance of selected vanadium oxide based cathodes including VO2(B),FeVO4.0.9H2(X Mc)2.5+yVO9+δ,RFC/V2O5 and V2O5/Graphene composite,are discussed at different *** support the future research on magnesium ion batteries,particularly positive electrode material developments,several innovative research directions are proposed.

关键词： Magnesium-ion battery Energy storage Cathode materials Electrolytes Vanadium oxide Electrochemical properties

Molecular mechanisms of the anti-obesity potential effect of Moringa oleifera in the experimental model

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Asian Pacific Journal of Tropical Biomedicine 2017年第3期7卷 214-221页

作者： Fateheya Mohamed Metwally Hend Mohamed rashad Hanaa Hamdy ahmed Asmaa ahmed Mahmoud Ehab Ragaa Abdol Raouf Aboelfetoh Mohamed Abdalla Environmental and Occupational Medicine National Research CentreGizaEgypt Department of Hormones National Research CentreGizaEgypt Department of Zoology Faculty of ScienceAin Shams UniversityCairoEgypt Department of Research on Children with Special Needs National Research CentreGizaEgypt Department of Horticulture Crops Technology National Research CentreGizaEgypt

Objective: To elucidate the molecular mechanisms of the potent anti-obesity effect of Moringa oleifera Lam.(M. oleifera) ethanolic extract and to clarify the link between these mechanisms and the associated metabolic and vascular risks in the experimental model of visceral ***: M. oleifera ethanolic extract was orally administered at 600 mg/kg body weight in obese female rats daily for 12 weeks. At the end of treatment, body weight was determined, and the atherogenic index, coronary artery index, glucose level, insulin resistance status, liver and kidney functions were assessed. Also, the m RNA of leptin, adiponectin and resistin in visceral adipose tissue was determined by quantitative real ***: The results showed that M. oleifera extract down-regulated m RNA expression of leptin and resistin, while it up-regulated adiponectin gene expression in obese rats relative to untreated obese control counterparts. This amelioration of genes expression was paralleled by a reduction in body weight and improvement of the atherogenic index and coronary artery index, as well as glucose level and insulin resistance value without adverse effects on liver or kidney functions, versus the untreated obese control ***: It is reasonable to assume that the anti-obesity, anti-atherogenic and antidiabetic properties of M. oleifera are mechanistically achieved via working directly on the adipokines of the visceral adipose tissue. Therefore, M. oleifera may be a good therapeutic candidate for the symptoms of metabolic syndrome.

关键词： Moringa oleifera Lam Visceral adipose tissue Adipokines Gene expression Rats

Toxic and Antifeedant Effects of Different Pesticidal Plant Extracts against Beet Armyworm (Spodoptera exigua)

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Phyton-International Journal of Experimental Botany 2023年第4期92卷 1161-1172页

作者： Muhammad Asad rashad Rasool Khan ahmed B.Aljuboory Muhammad Haroon URashid Uttam Kumar Inzamam Ul Haq Aqsa Hafeez ahmed Noureldeen Khadiga Alharbi College of Life Science Fujian Agriculture and Forestry UniversityFuzhou350002China Department of Entomology University of AgricultureFaisalabad38000Pakistan Department of Plant Protection College of Agricultural Engineering ScienceUniversity of BaghdadBaghdad10071Iraq Department of Forestry and Range Management University of AgricultureFaisalabad38000Pakistan College of Plant Protection Fujian Agriculture and Forestry University Fuzhou350002China College of Plant Protection Gansu Agricultural UniversityLanzhou730070China Department of Plant Sciences Quaid-i-Azam UniversityIslamabad45320Pakistan Department of Biology College of ScienceTaif UniversityTaif21944Saudi Arabia Department of Biology College of SciencePrincess Nourah bint Abdulrahman UniversityRiyadh11671Saudi Arabia

The beet armyworm(BAW),Spodoptera exigua(Lepidoptera:Noctuidae)is a highly destructive pest of vegetables and field *** of beet armyworm primarily relies on synthetic pesticides,which is threatening the beneficial community and *** importantly,the BAW developed resistance to synthetic pesticides with making it difficult to ***,alternative and environment-friendly pest management tactics are urgently *** use of pesticidal plant extracts provides an effective way for a sustainable pest management *** evaluate the use of pesticidal plant extracts against BAW,we selected six plant species(Lantana camara,Aloe vera,Azadirachta indica,Cymbopogon citratus,Nicotiana tabacum,and Ocimum basilicum)for initial screening *** out of six plant species such as ***,***,*** and *** showed promising mortality of more than 50%.Therefore,we selected these four plant extracts for the subsequent *** contact bioassay,*** showed high mortality 66.63%,followed by the *** 53.33%,at 10%w/v ***,*** showed the highest mortality rate,66%at 10%w/v concentration,followed by the *** 46%through feeding ***,the feeding deterrence assay showed that *** had a high antifeedant index(−50)followed by ***(−39),and ***(−28).In living plant assay,the *** extract showed a low mean damage score 3.6 on living cotton plant followed by *** 4.5 and *** ***,extracts of three plant species provided promising results against the BAW,which can minimize the use of synthetic chemicals,particularly for small landholding *** studies are also required to evaluate the effects of these plant extract against BAW on cotton plants under field conditions to optimize the further use.

关键词： Bioassay methods feeding deterrence botanical pesticide pest management sustainable agriculture

Medical treatment of inflammatory punctual stenosis monitored by anterior segment optical coherence tomography

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International Journal of Ophthalmology(English edition) 2020年第7期13卷 1074-1078页

作者： Hanan Youssef Elalfy Mahmoud A Elsamkary ahmed M Shafek Elridy Tarek M Saad Saad Mohamed rashad Samah M Fawzy Al Dorra Subspecialty Ophthalmology Centre Cairo 11751Egypt Department of Ophthalmology Ain Shams UniversityCairo 11471Egypt

AIM:To evaluate the role of medical treatment in the management of inflammatory punctum stenosis guided by spectral domain anterior segment optical coherence tomography(OCT).METHODS:This prospective study included 60 patients complaining of epiphora due to inflammatory punctual *** were divided into two groups:Group A(30 patients)treated with a combination of preservative free hydrocortisone sodium phosphate 3.35 mg/m L eye drops,and preservative free artificial tears based on sodium hyaluronate,polyethylene and propylene Glycol;Group B(30 patients)treated with the same preservative free artificial tears *** normal subjects were included for comparison of pre-treatment anatomical *** starting treatment,all patients underwent anterior segment assessment including slit lamp examination,measurement of intraocular pressure(IOP),fluorescein dye disappearance test,and measurement of the outer punctum diameter(OPD)by Spectral domain anterior segment *** assessments were repeated at each follow up done at 1 and 3 mo later,together with subjective evaluation of patient’s satisfaction of the treatment outcome by simple rating ***:Punctual diameter increased significantly with treatment in both groups(P<0.0001);although the widening was more in Group A as compared to group B(16.2%vs 8%of the original punctual size,mean difference of 28.933μm,P=0.0076).Subjective satisfaction with treatment outcome was also better in group A(70%vs 40%,Chi-square P=0.0397).CONCLUSION:A combination of preservative free steroid eye drops and artificial tears causes significant widening of inflammed stenotic punctae and improvement of the associated epiphora.

关键词： artificial tears hydrocortisone inflammatory punctual stenosis optical coherence tomography preservatives

灌溉施肥对尼罗河三角洲玉米产量和水分利用率的影响

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农业机械学报 2015年第10期46卷 116-126页

作者：向友珍张富仓 Mohamed A rashad 强生才邹海洋 ahmed Ali Hassanain 西北农林科技大学水利与建筑工程学院陕西杨凌712100 西北农林科技大学旱区农业水土工程教育部重点实验室陕西杨凌712100 苏伊士运河大学农学院伊斯梅里亚41522

针对埃及尼罗河三角洲地区传统灌溉方式存在的水分利用效率低、产量低和农户增收困难等问题,通过田间试验探索该地区玉米种植适宜的灌溉施肥模式。大田试验于2012年和2013年在埃及苏伊士运河大学试验基地进行,共设置滴灌（D）、涌泉细... 详细信息

针对埃及尼罗河三角洲地区传统灌溉方式存在的水分利用效率低、产量低和农户增收困难等问题,通过田间试验探索该地区玉米种植适宜的灌溉施肥模式。大田试验于2012年和2013年在埃及苏伊士运河大学试验基地进行,共设置滴灌（D）、涌泉细流沟灌（B）、传统沟灌（F）3个灌溉方式和施无机肥（C）、液态有机肥（O）2个施肥种类,共6个处理。试验研究了水肥互作对玉米叶面积指数（LAI）、地上生物量（ADM）、产量构成要素、经济产量、水分利用效率（WUE）和经济效益的影响。结果表明：抽雄期以后,灌溉方式和施肥种类对玉米LAI和ADM的影响均有显著差异（P〈0.05）,其中OD处理的LAI和ADM均处最高水平。两种施肥条件下,D、B和F 3种灌溉方式对玉米产量和WUE的影响均表现为：B〉D〉F。不同灌水条件下,O处理比C处理玉米产量提高18.6%～24.4%,WUE提高18.7%～23.4%。CB处理玉米的年均净效益最高,达7 373元/hm2,但与CF处理差异不显著。CB处理（即涌泉细流沟灌技术与施无机肥结合）是埃及尼罗河三角洲玉米最佳种植模式。

关键词：玉米涌泉细流沟灌有机肥产量水分利用效率经济效益

Bayesian and Frequentist Prediction Using Progressive Type-II Censored with Binomial Removals

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Intelligent Information Management 2013年第5期5卷 162-170页

作者： ahmed A. Soliman ahmed H. Abd Ellah Nasser A. Abou-Elheggag rashad M. El-Sagheer Faculty of Science Islamic University Madinah Saudi Arabia Mathematics Department Faculty of Science Al-Azhar University Cairo Egypt Mathematics Department Faculty of Science Sohag University Sohag Egypt

In this article, we study the problem of predicting future records and order statistics (two-sample prediction) based on progressive type-II censored with random removals, where the number of units removed at each failure time has a discrete binomial distribution. We use the Bayes procedure to derive both point and interval bounds prediction. Bayesian point prediction under symmetric and symmetric loss functions is discussed. The maximum likelihood (ML) prediction intervals using “plug-in” procedure for future records and order statistics are derived. An example is discussed to illustrate the application of the results under this censoring scheme.

关键词： Bayesian Prediction Burr-X Model Progressive Censoring Random Removals

Estimation Based on Progressive First-Failure Censored Sampling with Binomial Removals

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Intelligent Information Management 2013年第4期5卷 117-125页

作者： ahmed A. Soliman ahmed H. Abd Ellah Nasser A. Abou-Elheggag rashad M. El-Sagheer Faculty of Science Islamic University Madinah Saudi Arabia Mathematics Department Faculty of Science Al-Azhar University Nasr-City Cairo Egypt Mathematics Department Sohag University Sohag Egypt

In this paper, the inference for the Burr-X model under progressively first-failure censoring scheme is discussed. Based on this new censoring were the number of units removed at each failure time has a discrete binomial distribution. The maximum likelihood, Bootstrap and Bayes estimates for the Burr-X distribution are obtained. The Bayes estimators are obtained using both the symmetric and asymmetric loss functions. Approximate confidence interval and highest posterior density interval (HPDI) are discussed. A numerical example is provided to illustrate the proposed estimation methods developed here. The maximum likelihood and the different Bayes estimates are compared via a Monte Carlo simulation study.

关键词： Burr-X Distribution Progressive First-Failure Censored Bayesian and Non-Bayesian Estimations Loss Function Bootstrap Random Removals

Fractal Image Compression Using Self-Organizing Mapping

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Applied Mathematics 2014年第12期5卷 1810-1819页

作者： rashad A. Al-Jawfi Baligh M. Al-Helali Adil M. ahmed Department of Mathematics and Computer Science Faculty of Science Ibb University Ibb Yemen Department of Mathematics Faculty of Sciences and Arts Nauran University KSA Department of Mathematics Faculty of Ibn Alhaitham for Education Baghdad University Baghdad Iraq

One of the main disadvantages of fractal image data compression is a loss time in the process of image compression (encoding) and conversion into a system of iterated functions (IFS). In this paper, the idea of the inverse problem of fixed point is introduced. This inverse problem is based on collage theorem which is the cornerstone of the mathematical idea of fractal image compression. Then this idea is applied by iterated function system, iterative system functions and grayscale iterated function system down to general transformation. Mathematical formulation form is also provided on the digital image space, which deals with the computer. Next, this process has been revised to reduce the time required for image compression by excluding some parts of the image that have a specific milestone. The neural network algorithms have been applied on the process of compression (encryption). The experimental results are presented and the performance of the proposed algorithm is discussed. Finally, the comparison between filtered ranges method and self-organizing method is introduced.

关键词： Fractal Image Compression Organizing Mapping