Multi Data Fusion in Smart Environment / (Record no. 174558)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03848namaa22004331i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20251026120811.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251006s2024 ua a|||fr|m|| 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloguing agency | EG-GICUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GICUC |
| Modifying agency | EG-GICUC |
| Description conventions | rda |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | eng |
| Language code of sung or spoken text | ara |
| 049 ## - Acquisition Source | |
| Acquisition Source | Deposit |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.42 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 005.42 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.20.04.Ph.D.2024.Do.M. |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Doaa Mohey ElDin Mohamed Hussein, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Multi Data Fusion in Smart Environment / |
| Statement of responsibility, etc. | By Doaa Mohey ElDin Mohamed Hussein; Under the Supervision of Prof. Dr. Ehab Ezzat Hassanein, Prof. Dr. Aboul Ella Otifey Hassanien |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | الدمج المتعدد للبيانات في البيئة الذكية |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 113 pages : |
| Other physical details | illustrations ; |
| Dimensions | 30 cm. + |
| Accompanying material | CD. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rda content |
| 337 ## - MEDIA TYPE | |
| Media type term | Unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D)-Cairo University, 2024. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 102-113. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | The thesis presents a new adaptive and late multifusion framework for contextual representation that is based on evidential Deep Learning (DL) and Dempster–Shafer Theory (DST). The framework is based on a learning model for heterogeneous multimodality in diverse smart contexts. The proposed adaptive multimodal framework can extract relationships among multiple modal inputs (e.g., image, audio, video; and data) to achieve accurate object classification. There are five layers implemented in the proposed framework which are a software-defined fusion (SWDF) layer, a preprocessing layer, a dynamic classification layer, an adaptive fusion layer, and an evaluation layer.<br/>The experiments are performed using four datasets in SE applications to examine the adaptive object classification in multi-modalities and multi-context. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | تقدم هذه الرسالة إ طارًا جديدًا متكيفًا ومتعدد الاندماج المتأخر للتمثيل السياقي والذى يعتمد على التعلم العميق القائم على الأدلة ونظرية ديمبستر-شافر. يعتمد الإطار ا لمقترح على نموذج تعليمي للتعدد الوسائط غير المتجانس في سياقات ذكية متنوعة. <br/>يمكن للإطار المتعدد الوسائط المتكيف المقترح استخراج العلاقات بين مدخلات الوسائط المتعددة )على سبيل المثال،<br/>الصورة والصوت والفيديو والبيانات( لتحقيق تصنيف دقيق للكائنات. هناك خمس طبقات تم تنفيذها في هذا الإطار وهى: طبقة اندماج محددة بالبرمجيات، وطبقة معالجة مسبقة، وطبقة تصنيف ديناميكية، وطبقة اندماج تكيفية، وطبقة تقييم . تم إجراء التجارب باستخدام أربع مجموعات بيانات مختلفة في تطبيقات البيئة الذكية لفحص تصنيف الكائنات التكيفي في الوسائط والسياقات المتعددة<br/> |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issued also as CD |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in Arabic & English. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Information Technology |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | برمجة النظم |
| 653 #1 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Multimodal data fusion |
| -- | Modality · Context-ware |
| -- | Late fusion |
| -- | Deep learning |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ehab Ezzat Hassanein |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Aboul Ella Otifey Hassanien |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2024 |
| Supervisory body | Ehab Ezzat Hassanein |
| -- | Aboul Ella Otifey Hassanien |
| Universities | Cairo University |
| Faculties | Faculty of Computers and Artificial Intelligence |
| Department | Department of Information Systems |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Nourhan |
| Reviser Names | Eman Ghareb |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Edition | 21 |
| Suppress in OPAC | No |
| Source of classification or shelving scheme | Home library | Current library | Date acquired | Inventory number | Full call number | Barcode | Date last seen | Effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 06.10.2025 | 92181 | Cai01.20.04.Ph.D.2024.Do.M. | 01010110092181000 | 06.10.2025 | 06.10.2025 | Thesis |