Agent based system for distributed data mining / (Record no. 80676)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02805cam a2200349 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032729.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210417s2021 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 | Cai01.18.07.M.Sc.2021.Do.A |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Doaa Mostafa Hussein Ahmed |
| 245 10 - TITLE STATEMENT | |
| Title | Agent based system for distributed data mining / |
| Statement of responsibility, etc. | Doaa Mostafa Hussein Ahmed ; Supervised Hesham Ahmed Hefny , Ammar Mohammed Ammar , Maryam Mohey Eldin Hazman |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نظام يعتمد على الوكيل للتنقيب فى البيانات الموزعة |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Doaa Mostafa Hussein Ahmed , |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 90 Leaves : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Graduate Studies for Statistical Research - Department of Information Systems and Technology |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data mining technology has appeared to discover patterns and trends from large quantities of data. Distributed Data Mining (DDM) is emerged from the need of mining over decentralized data sources. When using a batch approach for distributed data is complex and expensive. It requires techniques to improve performance and reduce complexity in a proper way. Multi-Agent System (MAS) is one of such techniques which handle the complexity and the distribution of data by efficient way. This research advances the understanding of a multi-agent approach to data mining of large datasets. An agent mining architecture called ADDM (Agent based Distributed Mining) is developed for the purpose of building accurate and transparent cluster and improving the efficiency of mining a large dataset by using MAS. In the proposed architecture, several agents are distributed over local servers.The novelty of our work is to select the best clustering result on each local server side and use MAS system to manage resources to impose the processing power of distributed infrastructures and reduce time and cost.The ADDM approach provides innovative distributed data mining model, with great research and commercial prospect for distributing mining across multiple agents and different data sources. This thesis work to value greatly the idea that combining data mining and multi-agent approaches in large scale data mining applications |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Agent Distributed Data Mining (ADDM) |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Distributed data mining |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Multi-Agent System (MAS) |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ammar Mohammed Ammar , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hesham Ahmed Hefny , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Maryam Mohey Eldin Hazman , |
| 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 | Cai01.18.07.M.Sc.2021.Do.A | 01010110083274000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.18.07.M.Sc.2021.Do.A | 01020110083274000 | 22.09.2023 | CD - Rom | 83274.CD |