MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01967cam a2200325 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-GiCUC |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
171009s2017 ua 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 |
Cai01.03.01.M.Sc.2017.Al.G |
| 100 0# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Aliaa Hamza Sayed |
| 245 12 - TITLE STATEMENT |
|---|
| Title |
A goal programming approach to fuzzy cluster analysis with missing data / |
| Statement of responsibility, etc. |
Aliaa Hamza Sayed ; Supervised Ramadan Hamed Mohamed , Mahmoud Mostafa Rashwan , Hesham Abdelmeguid Abdalla |
| 246 15 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
أسلوب برمجة هدف للتحليل العنقود المشوش فى وجود بيانات مفقودة |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cairo : |
| Name of publisher, distributor, etc. |
Aliaa Hamza Sayed , |
| Date of publication, distribution, etc. |
2017 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
124 P. ; |
| Dimensions |
25cm |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
Thesis (M.Sc.) - Cairo University - Faculty of Economics and Political Science - Department of Statistics |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Cluster analysis plays an important role in a wide spectrum of applications. In practice, some problems such as handling missing data, noise or outliers are often faced. So, the clustering problem becomes more challenging in the presence of such problems. This thesis addresses the problem of fuzzy cluster analysis with missing data as follows: Firstly, it presents methods of fuzzy cluster analysis-which were discussed in the literature-that can be extended to process datasets with missing values through incorporating them in the data analysis process rather than pre-processing. Secondly, it proposes a new approach for treating the problem of missing data in fuzzy cluster analysis based on goal programming |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Fuzzy cluster analysis |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Goal programming |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Missing data |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hesham Abdelmeguid Abdalla , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mahmoud Mostafa Rashwan , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ramadan Hamed Mohamed , |
| Relator term |
|
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| Cataloger |
Nazla |
| Reviser |
Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| Cataloger |
Samia |
| Reviser |
Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Thesis |
