A Computational Model for Feature Selection Techniques / (Record no. 61423)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02851cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031739.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170702s2016 ua d 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 | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.20.03.M.Sc.2016.Sa.C |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Safinaz A bdelfattah Sayed Gomaa |
| 245 12 - TITLE STATEMENT | |
| Title | A Computational Model for Feature Selection Techniques / |
| Statement of responsibility, etc. | Sa{uFB01}naz Abdelfattah Sayed Gomaa ; Supervised Amr Badr, Emad Nabil |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نموذج محسب لتقنيات اختيار الدلالات |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Sa{uFB01}naz Abdelfattah Sayed Gomaa , |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 84 Leaves : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University -Faculty of Computers and Information - Department of Computer Science |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Many applications depend on large datasets with a lot of features, some of these features may be considered irrelevant, high dimensional or noisy that will degrade the perfor- mance of the machine learning tasks so, these applications use feature selection task as an important step in their implementation such as, data mining, classi{uFB01}cation, pattern recognition, and optimization. This task can be extremely useful in reducing the dimen- sional data to be processed by the classi{uFB01}er, reducing the execution time and enhancing the recognition rate of the classi{uFB01}er. Until now, {uFB01}nding the most informative data among the large data still an open prob- lem. For the feature selection problem, the goal is to search about the most informative subset of features that represent the original features in a speci{uFB01}c domain. The selected features are used in optimization of a certain {uFB01}tness function, so the feature selection problem can be seen as an optimization problem. In the last years, the clonal selection was used to solve many problems of different applications where, it has an important role in the Arti{uFB01}cial Immune System (AIS) that describes an adaptive immune response to the stimulation of non-self-cells (antigens). This thesis presents two techniques to solve the feature selection issue, the {uFB01}rst one is an improved binary clonal selection algorithm (BCSA). While, the second is a new hybrid algorithm that combines Clonal Selection Algorithm (CSA) with Flower Pollination Algorithm (FPA) to compose Bi- nary Clonal Flower Pollination Algorithm (BCFA) |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Clonal selection algorithm (CSA) |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Feature Selection Techniques |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Flower Pollination Algorithm (FPA) |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Amr Badr , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Emad Nabil , |
| 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.M.Sc.2016.Sa.C | 01010110072032000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.03.M.Sc.2016.Sa.C | 01020110072032000 | 22.09.2023 | CD - Rom | 72032.CD |