Recent advancements in multimedia data processing and security: issues, challenges, and techniques
"In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms t...
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey PA, USA
IGI Global
[2023]
|
| Schriftenreihe: | Advances in Data Mining and Database Management (ADMDM)
|
| Schlagworte: | |
| Online-Zugang: | DE-83 DE-91 DE-706 DE-898 DE-1050 Volltext |
| Zusammenfassung: | "In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrity.Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data."-- |
| Beschreibung: | 1 Online-Ressource (xviii, 288 Seiten) Diagramme |
| ISBN: | 9781668472187 |
| DOI: | 10.4018/978-1-6684-7216-3 |
Internformat
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| 245 | 1 | 0 | |a Recent advancements in multimedia data processing and security |b issues, challenges, and techniques |c Ahmed A. Abd El-Latif, Mudasir Ahmad Wani, Yassine Maleh, Mohammed A. El-Affendi |
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| 505 | 8 | |a Section 1. Multimedia security and data processing. Chapter 1. Multimedia security through 1D chaotic systems: review and analysis ; Chapter 2. AI and NLP-empowered framework for strengthening social cyber security ; Chapter 3. Deep learning fusion for multimedia malware classification -- Section 2. Advanced techniques in multimedia data processing. Chapter 4. Role of NLP and deep learning for multimedia data processing and security ; Chapter 5. Enhancing remote sensing image change detection and security with stacked U-Net ; Chapter 6. Securing fog computing through consortium blockchain integration: the proof of enhanced concept (poec) approach -- Section 3. Advanced applications and analysis in multimedia data processing. Chapter 7. A comparative analysis of signature recognition methods ; Chapter 8. Low light face detection system ; Chapter 9. Determination of oncourological pathologies based on the analysis of medical images using machine learning methods ; Chapter 10. Development of a novel deep convolutional neural network model for early detection of brain stroke using CT scan images ; Chapter 11. Deep learning techniques for computer vision: an overview | |
| 520 | |a "In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrity.Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data."-- | ||
| 650 | 4 | |a Multimedia systems / Data processing | |
| 650 | 4 | |a Multimedia systems / Security measures | |
| 650 | 4 | |a Artificial intelligence | |
| 700 | 1 | |a El-Affendi, Mohammed |d 1971- |0 (DE-588)1298271266 |4 edt | |
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Datensatz im Suchindex
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| author2 | El-Affendi, Mohammed 1971- Wani, Mudasir Ahmad Maleh, Yassine 1987- Abd El-Latif, Ahmed A. 1984- |
| author2_role | edt edt edt edt |
| author2_variant | m e a mea m a w ma maw y m ym e l a a a elaa elaaa |
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| author_facet | El-Affendi, Mohammed 1971- Wani, Mudasir Ahmad Maleh, Yassine 1987- Abd El-Latif, Ahmed A. 1984- |
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| contents | Section 1. Multimedia security and data processing. Chapter 1. Multimedia security through 1D chaotic systems: review and analysis ; Chapter 2. AI and NLP-empowered framework for strengthening social cyber security ; Chapter 3. Deep learning fusion for multimedia malware classification -- Section 2. Advanced techniques in multimedia data processing. Chapter 4. Role of NLP and deep learning for multimedia data processing and security ; Chapter 5. Enhancing remote sensing image change detection and security with stacked U-Net ; Chapter 6. Securing fog computing through consortium blockchain integration: the proof of enhanced concept (poec) approach -- Section 3. Advanced applications and analysis in multimedia data processing. Chapter 7. A comparative analysis of signature recognition methods ; Chapter 8. Low light face detection system ; Chapter 9. Determination of oncourological pathologies based on the analysis of medical images using machine learning methods ; Chapter 10. Development of a novel deep convolutional neural network model for early detection of brain stroke using CT scan images ; Chapter 11. Deep learning techniques for computer vision: an overview |
| ctrlnum | (ZDB-98-IGB)9781668472187 (OCoLC)1403383600 (DE-599)BVBBV049353090 |
| discipline | Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Wirtschaftswissenschaften |
| doi_str_mv | 10.4018/978-1-6684-7216-3 |
| format | Electronic eBook |
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| id | DE-604.BV049353090 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T22:50:26Z |
| indexdate | 2024-12-17T19:01:36Z |
| institution | BVB |
| isbn | 9781668472187 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034613390 |
| oclc_num | 1403383600 |
| open_access_boolean | |
| owner | DE-706 DE-83 DE-91 DE-BY-TUM DE-898 DE-BY-UBR DE-1050 |
| owner_facet | DE-706 DE-83 DE-91 DE-BY-TUM DE-898 DE-BY-UBR DE-1050 |
| physical | 1 Online-Ressource (xviii, 288 Seiten) Diagramme |
| psigel | ZDB-98-IGB ZDB-98-IGB TUB_EBS_IGB ZDB-98-IGB TUM_Paketkauf_2023 ZDB-98-IGB FHR_PDA_IGB |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | IGI Global |
| record_format | marc |
| series2 | Advances in Data Mining and Database Management (ADMDM) |
| spelling | Recent advancements in multimedia data processing and security issues, challenges, and techniques Ahmed A. Abd El-Latif, Mudasir Ahmad Wani, Yassine Maleh, Mohammed A. El-Affendi Hershey PA, USA IGI Global [2023] 1 Online-Ressource (xviii, 288 Seiten) Diagramme txt rdacontent c rdamedia cr rdacarrier Advances in Data Mining and Database Management (ADMDM) Section 1. Multimedia security and data processing. Chapter 1. Multimedia security through 1D chaotic systems: review and analysis ; Chapter 2. AI and NLP-empowered framework for strengthening social cyber security ; Chapter 3. Deep learning fusion for multimedia malware classification -- Section 2. Advanced techniques in multimedia data processing. Chapter 4. Role of NLP and deep learning for multimedia data processing and security ; Chapter 5. Enhancing remote sensing image change detection and security with stacked U-Net ; Chapter 6. Securing fog computing through consortium blockchain integration: the proof of enhanced concept (poec) approach -- Section 3. Advanced applications and analysis in multimedia data processing. Chapter 7. A comparative analysis of signature recognition methods ; Chapter 8. Low light face detection system ; Chapter 9. Determination of oncourological pathologies based on the analysis of medical images using machine learning methods ; Chapter 10. Development of a novel deep convolutional neural network model for early detection of brain stroke using CT scan images ; Chapter 11. Deep learning techniques for computer vision: an overview "In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrity.Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data."-- Multimedia systems / Data processing Multimedia systems / Security measures Artificial intelligence El-Affendi, Mohammed 1971- (DE-588)1298271266 edt Wani, Mudasir Ahmad edt Maleh, Yassine 1987- (DE-588)1190215594 edt Abd El-Latif, Ahmed A. 1984- (DE-588)1267948175 edt Erscheint auch als Druck-Ausgabe 9781668472163 https://doi.org/10.4018/978-1-6684-7216-3 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Recent advancements in multimedia data processing and security issues, challenges, and techniques Section 1. Multimedia security and data processing. Chapter 1. Multimedia security through 1D chaotic systems: review and analysis ; Chapter 2. AI and NLP-empowered framework for strengthening social cyber security ; Chapter 3. Deep learning fusion for multimedia malware classification -- Section 2. Advanced techniques in multimedia data processing. Chapter 4. Role of NLP and deep learning for multimedia data processing and security ; Chapter 5. Enhancing remote sensing image change detection and security with stacked U-Net ; Chapter 6. Securing fog computing through consortium blockchain integration: the proof of enhanced concept (poec) approach -- Section 3. Advanced applications and analysis in multimedia data processing. Chapter 7. A comparative analysis of signature recognition methods ; Chapter 8. Low light face detection system ; Chapter 9. Determination of oncourological pathologies based on the analysis of medical images using machine learning methods ; Chapter 10. Development of a novel deep convolutional neural network model for early detection of brain stroke using CT scan images ; Chapter 11. Deep learning techniques for computer vision: an overview Multimedia systems / Data processing Multimedia systems / Security measures Artificial intelligence |
| title | Recent advancements in multimedia data processing and security issues, challenges, and techniques |
| title_auth | Recent advancements in multimedia data processing and security issues, challenges, and techniques |
| title_exact_search | Recent advancements in multimedia data processing and security issues, challenges, and techniques |
| title_exact_search_txtP | Recent advancements in multimedia data processing and security issues, challenges, and techniques |
| title_full | Recent advancements in multimedia data processing and security issues, challenges, and techniques Ahmed A. Abd El-Latif, Mudasir Ahmad Wani, Yassine Maleh, Mohammed A. El-Affendi |
| title_fullStr | Recent advancements in multimedia data processing and security issues, challenges, and techniques Ahmed A. Abd El-Latif, Mudasir Ahmad Wani, Yassine Maleh, Mohammed A. El-Affendi |
| title_full_unstemmed | Recent advancements in multimedia data processing and security issues, challenges, and techniques Ahmed A. Abd El-Latif, Mudasir Ahmad Wani, Yassine Maleh, Mohammed A. El-Affendi |
| title_short | Recent advancements in multimedia data processing and security |
| title_sort | recent advancements in multimedia data processing and security issues challenges and techniques |
| title_sub | issues, challenges, and techniques |
| topic | Multimedia systems / Data processing Multimedia systems / Security measures Artificial intelligence |
| topic_facet | Multimedia systems / Data processing Multimedia systems / Security measures Artificial intelligence |
| url | https://doi.org/10.4018/978-1-6684-7216-3 |
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