Intelligent visualization of multi- dimensional data sets / (Record no. 71394)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02182cam a2200349 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032243.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190411s2018 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.2018.Ha.I |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hanaa Ismail Elshazly |
| 245 10 - TITLE STATEMENT | |
| Title | Intelligent visualization of multi- dimensional data sets / |
| Statement of responsibility, etc. | Hanaa Ismail Elshazly ; Supervised Aboul Ella Oteify Hassanien , Abeer Mohamed Elkorany , Moustafa Reda Eltantawi |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تصور ذكي لمجموعات من البيانات متعددة الأبعاد |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Hanaa Ismail Elshazly , |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 152 Leaves : |
| Other physical details | charts , facsimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D.) - Cairo University - Faculty of Computers and Information - Department of Computer Science |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Multi-dimensional data sets characterized many fields which make the process of machine learning is more complex. Machine learning uses mathematical models, heuristic learning which provides controllability, observability, stability and easy updating process. In this thesis, the problem of reducing number of features and the number of generated rules are investigated. Rules dimensionality, the difficulties of interpretation and the rule behavior are issues that restrain efficient benefit of extracted knowledge. The main objective of this work is to develop a visual data mining model for automatically extracting and rendering reduced rules. The model aims to help decision maker for better understanding the discovered rules. The proposed model is designed to reach reduced number of features and visualized reduced number of rules with optimal performance |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data mining |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Knowledge discovery |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Rule mining |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abeer Mohamed Elkorany , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Aboulella Oteify Hassanien , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Moustafa Reda Eltantawi , |
| 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 | Enas |
| Reviser | Cataloger |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 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.2018.Ha.I | 01010110076930000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.03.Ph.D.2018.Ha.I | 01020110076930000 | 22.09.2023 | CD - Rom | 76930.CD |