Computational prediction of genomic instability in cancer development / (Record no. 84080)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03147cam a2200349 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032915.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220201s2021 ua dh f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.20.03.Ph.D.2021.Mo.C |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mohamed Elsayed Ghoneimy |
| 245 10 - TITLE STATEMENT | |
| Title | Computational prediction of genomic instability in cancer development / |
| Statement of responsibility, etc. | Mohamed Elsayed Ghoneimy ; Supervised Hesham Ahmed Hassan , Amr Badr , Sherif Elkhamisy |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | التنبؤ الحوسبى لعدم الثبات الج{u٠٦أأ}نى فى تطور السرطان |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Mohamed Elsayed Ghoneimy , |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 87 Leaves : |
| Other physical details | charts , facsimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D.) - Cairo University - Faculty of Computers and Artificial Intelligence - Department of Computer Science |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Cancer is one of the most common life-threatening diseases. There is remarkably rapid development in producing cancer genomic datasets, especially the microarray datasets. Despite the abundance of data in the microarray datasets, they have a drawback, which is dimensionality. In addition to the multi-omic datasets, which combine more than one biological dataset for the same patients set, each is related to a specific type of biological features. The insights we gain for a particular biological problem or disease are double using multi-omic rather than using one dataset. It is like investigating a problem from many dimensions rather than using one dimension. On the other hand, the difficulty of analysis is increased. Therefore, new special mathematical models are needed to deal with these new cancer datasets. In this thesis, we propose two methods to deal with these new cancer datasets. At first, we propose a new filter-based gene selection method that merges the Dragonfly algorithm and the correlation-based feature selection to reduce the redundancy between the genes selected and increase the relevance between the selected genes and the decision. The proposed method is compared with nine famous feature selection methods.The experiments are applied to five widely used public microarray datasets. The used evaluation criterion of the selected features is the average accuracy of classification using three different classifiers: support vector machine, naïve Bayes, and decision tree. Experimental results demonstrate that the proposed method is efficient and performs better than the other nine methods used in the experiment. It also shows that the proposed method can be used with any one of the three classifiers included in our study to obtain an efficient automatic cancer diagnostic system |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Cancer development |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computational prediction |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Genomic instability |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Amr Badr, |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hesham Ahmed Hassan , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sherif Elkhamisy , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Shimaa |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.20.03.Ph.D.2021.Mo.C | 01010110085323000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.03.Ph.D.2021.Mo.C | 01020110085323000 | 22.09.2023 | CD - Rom | 85323.CD |