MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02596cam a2200325 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-GiCUC |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
160703s2016 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 |
Cai01.20.04.M.Sc.2016.As.C |
| 100 0# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Asmaa Hashem Abdeltawab |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Case-based reasoning system for assessing water pollution / |
| Statement of responsibility, etc. |
Asmaa Hashem Abdeltawab ; Supervised Osman Mohammed Hegazy , Aboul Ella Hassanien , Nashwa Elbendary |
| 246 15 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
نظام معتمد على الحالات لتقييم تلوث المياه |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cairo : |
| Name of publisher, distributor, etc. |
Asmaa Hashem Abdeltawab , |
| Date of publication, distribution, etc. |
2016 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
83 Leaves : |
| Other physical details |
charts ; |
| Dimensions |
30cm |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information System |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Water pollution by organic materials or metals is one of the problems that threaten humanity, both nowadays and over the next decades. Morphological changes in Nile Tilapia 3Oreochromis niloticus3 {uFB01}sh liver and gills can also represent the adaptation strategies to main- tain some physiological functions or to assess acute and chronic expo- sure to chemicals found in water and sediments. This thesis provides an automatic system for assessing water pollution; in Sharkia gover- norate - Egypt, based on microscopic images of {uFB01}sh gills and liver. The proposed system used {uFB01}sh gills and liver as hybrid biomarker to detect water pollution. It utilized case based reasoning (CBR) for indicating the degree of water pollution based on the di{uFB00}erent histopathological changes in {uFB01}sh gills and liver microscopic images. Various performance evaluation metrics; namely, retrieval accuracy, Receiver Operating Characteristic (ROC) curves, F-measure, and G- mean, have been used in order to objectively indicate the true perfor- mance of the system considering the unbalanced data. Experimental results showed that the proposed hybrid biomarker CBR based sys- tem achieved water quality prediction accuracy of 97.9 % using cosine distance similarity measure. Also, it outperformed both SVMs and LDA classi{uFB01}ers for the tested microscopic images data set |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Biomarker |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Case-based reasoning (CBR) |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Feature extraction |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Aboul Ella Hassanien , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nashwa Elbendary , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Osman Mohammed Hegazy , |
| Relator term |
|
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| Cataloger |
Aml |
| 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 |
