SubRF_Seq: Identification of Sub-Golgi Protein Types with Random Forest with Partial Sequence Information
المؤلفون المشاركون
Cao, Yi
Cui, Qingyu
Bao, Wenzheng
Chen, Yuehui
Yang, Bin
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-7، 7ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-07-16
دولة النشر
مصر
عدد الصفحات
7
التخصصات الرئيسية
الملخص EN
In the recent years, the subject of Golgi classification has been studied intensively.
It has been scientifically proven that Golgi can synthesize many substances, such as polysaccharides, and it can also combine proteins with sugars or lipids with glycoproteins and lipoproteins.
In some cells (such as liver cells), the Golgi apparatus is also involved in the synthesis and secretion of lipoproteins.
Therefore, the loss of Golgi protein function may have severe effects on the human body.
For example, Alzheimer’s disease and diabetes are related to the loss of Golgi protein function.
Because the classification of Golgi proteins has a specific effect on the treatment of these diseases, many scholars have studied the classification of Golgi proteins, but the data sets they used were complete Golgi sequences.
The focus of this article is whether there is redundancy in the Golgi protein classification or, in other words, whether a part of the entire Golgi protein sequence can be used to complete the Golgi protein classification.
Besides, we have adopted a new method to deal with the problem of sample imbalance.
After experiments, our model has certain observability.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Cui, Qingyu& Cao, Yi& Bao, Wenzheng& Yang, Bin& Chen, Yuehui. 2020. SubRF_Seq: Identification of Sub-Golgi Protein Types with Random Forest with Partial Sequence Information. Scientific Programming،Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1209257
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Cui, Qingyu…[et al.]. SubRF_Seq: Identification of Sub-Golgi Protein Types with Random Forest with Partial Sequence Information. Scientific Programming No. 2020 (2020), pp.1-7.
https://search.emarefa.net/detail/BIM-1209257
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Cui, Qingyu& Cao, Yi& Bao, Wenzheng& Yang, Bin& Chen, Yuehui. SubRF_Seq: Identification of Sub-Golgi Protein Types with Random Forest with Partial Sequence Information. Scientific Programming. 2020. Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1209257
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1209257
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر