Pub Date : 2020-01-01DOI: 10.24237/djps.16.01.504b
Hussein Humedy, Zainab Ali
{"title":"Study of the Effect of Type 2 Diabetes Mellitus on Fertility in Some patients in Misan Province ","authors":"Hussein Humedy, Zainab Ali","doi":"10.24237/djps.16.01.504b","DOIUrl":"https://doi.org/10.24237/djps.16.01.504b","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"9 1","pages":"15-30"},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75594173","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}
Pub Date : 2020-01-01DOI: 10.24237/djps.16.01.428c
M. Al-Jiboori, Nadia M. Abed, M. A. Wahab
{"title":"The Impact of Dust Storms on Aerosol Optical Depth and Radiative Forcing","authors":"M. Al-Jiboori, Nadia M. Abed, M. A. Wahab","doi":"10.24237/djps.16.01.428c","DOIUrl":"https://doi.org/10.24237/djps.16.01.428c","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89779943","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}
Pub Date : 2019-10-26DOI: 10.35940/ijitee.k1040.09811s219
S. Hani, Naji Matter Sahib
Mobile phones are a significant component of people's life and are progressively engaged in these technologies. Increasing customer numbers encourages the hackers to make malware. In addition, the security of sensitive data is regarded lightly on mobile devices. Based on current approaches, recent malware changes fast and thus become more difficult to detect. In this paper an alternative solution to detect malware using anomaly-based classifier is proposed. Among the variety of machine learning classifiers to classify the latest Android malwares, a novel mixed kernel function incorporated with improved support vector machine is proposed. In processing the categories selected are general information, data content, time and connection information among various network functions. The experimentation is performed on MalGenome dataset. Upon implementation of proposed mixed kernel SVM method, the obtained results of performance achieved 96.89% of accuracy, which is more effective compared with existing models.
{"title":"Mobile Malware Detection using Anomaly Based Machine Learning Classifier Techniques","authors":"S. Hani, Naji Matter Sahib","doi":"10.35940/ijitee.k1040.09811s219","DOIUrl":"https://doi.org/10.35940/ijitee.k1040.09811s219","url":null,"abstract":"Mobile phones are a significant component of people's life and are progressively engaged in these technologies. Increasing customer numbers encourages the hackers to make malware. In addition, the security of sensitive data is regarded lightly on mobile devices. Based on current approaches, recent malware changes fast and thus become more difficult to detect. In this paper an alternative solution to detect malware using anomaly-based classifier is proposed. Among the variety of machine learning classifiers to classify the latest Android malwares, a novel mixed kernel function incorporated with improved support vector machine is proposed. In processing the categories selected are general information, data content, time and connection information among various network functions. The experimentation is performed on MalGenome dataset. Upon implementation of proposed mixed kernel SVM method, the obtained results of performance achieved 96.89% of accuracy, which is more effective compared with existing models.","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84895569","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.505a
Huda Abd Ameer
{"title":"Semi Compactness Space in Bornological Space","authors":"Huda Abd Ameer","doi":"10.24237/djps.15.04.505a","DOIUrl":"https://doi.org/10.24237/djps.15.04.505a","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76610655","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.500d
M. Nazar, Estipraq Yunus Shlash, A. Nayef, Noor Salah Shake
{"title":"Protective Effect of Aqueous – Methanol Extract of Melia azedarach Against Paracetamol – Induced Hepatitis in Rabbits","authors":"M. Nazar, Estipraq Yunus Shlash, A. Nayef, Noor Salah Shake","doi":"10.24237/djps.15.04.500d","DOIUrl":"https://doi.org/10.24237/djps.15.04.500d","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"36 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80366886","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.422c
N. Abe, Monim Jiboori, M. A. Wahab
{"title":"Study of the Synoptic Characteristics of a Severe Dust Storm over Iraq Using Regional Climate Model 4","authors":"N. Abe, Monim Jiboori, M. A. Wahab","doi":"10.24237/djps.15.04.422c","DOIUrl":"https://doi.org/10.24237/djps.15.04.422c","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"52 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78266095","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.493c
G. Garagoly, A. Rashidy, K. Badrany
{"title":"Spectrophotometric Determination of Sulfanilamide in Pure and Synthetic Sample by New Derivative from Pyrazoline Derived from 2, 4 – Dinitro Phenyl Hydrazine","authors":"G. Garagoly, A. Rashidy, K. Badrany","doi":"10.24237/djps.15.04.493c","DOIUrl":"https://doi.org/10.24237/djps.15.04.493c","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"88 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85030039","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.511b
Alzahraa Yaseen, Ahmad Abdullah
{"title":"Density Distributions of Exotic 17F and 19C Nuclei Studied by the Two-Body Model","authors":"Alzahraa Yaseen, Ahmad Abdullah","doi":"10.24237/djps.15.04.511b","DOIUrl":"https://doi.org/10.24237/djps.15.04.511b","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90956428","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.502a
H. Habib
{"title":"Modifying Playfair Cipher Algorithm by using Legendre Symbol","authors":"H. Habib","doi":"10.24237/djps.15.04.502a","DOIUrl":"https://doi.org/10.24237/djps.15.04.502a","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"201 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86414978","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}
Pub Date : 2019-10-01DOI: 10.24237/djps.15.04.510b
Marwah D. Abdullah, A. Abdullah
{"title":"Reaction Cross Sections and Density Distributions of Halo 8B and 17Ne Nuclei","authors":"Marwah D. Abdullah, A. Abdullah","doi":"10.24237/djps.15.04.510b","DOIUrl":"https://doi.org/10.24237/djps.15.04.510b","url":null,"abstract":"","PeriodicalId":11231,"journal":{"name":"Diyala Journal for Pure Science","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86708228","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}
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