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Record Nr. |
UNINA9910623986003321 |
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Autore |
Ge Jingguo |
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Titolo |
AI and Machine Learning for Network and Security Management |
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Pubbl/distr/stampa |
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Newark : , : John Wiley & Sons, Incorporated, , 2022 |
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©2022 |
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ISBN |
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1-119-83590-9 |
1-119-83589-5 |
1-119-83588-7 |
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Descrizione fisica |
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1 online resource (338 pages) |
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Collana |
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IEEE Press Series on Networks and Service Management Ser. |
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Altri autori (Persone) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Intro -- Table of Contents -- Title Page -- Copyright -- Author Biographies -- Preface -- Acknowledgments -- Acronyms -- 1 Introduction -- 1.1 Introduction -- 1.2 Organization of the Book -- 1.3 Conclusion -- References -- 2 When Network and Security Management Meets AI and Machine Learning -- 2.1 Introduction -- 2.2 Architecture of Machine Learning‐Empowered Network and Security Management -- 2.3 Supervised Learning -- 2.4 Semisupervised and Unsupervised Learning -- 2.5 Reinforcement Learning -- 2.6 Industry Products on Network and Security Management -- 2.7 Standards on Network and Security Management -- 2.8 Projects on Network and Security Management -- 2.9 Proof‐of‐Concepts on Network and Security Management -- 2.10 Conclusion -- References -- Notes -- 3 Learning Network Intents for Autonomous Network Management* -- 3.1 Introduction -- 3.2 Motivation -- 3.3 The Hierarchical Representation and Learning Framework for Intention Symbols Inference -- 3.4 Experiments -- 3.5 Conclusion -- References -- Notes -- 4 Virtual Network Embedding via Hierarchical Reinforcement Learning1 -- 4.1 Introduction -- 4.2 Motivation -- 4.3 Preliminaries and Notations -- 4.4 The Framework of VNE‐HRL -- 4.5 Case Study -- 4.6 Related Work -- 4.7 Conclusion -- References -- Note -- 5 Concept Drift Detection |
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for Network Traffic Classification -- 5.1 Related Concepts of Machine Learning in Data Stream Processing -- 5.2 Using an Active Approach to Solve Concept Drift in the Intrusion Detection Field -- 5.3 Concept Drift Detector Based on CVAE -- 5.4 Deployment and Experiment in Real Networks -- 5.5 Future Research Challenges and Open Issues -- 5.6 Conclusion -- References -- Note -- 6 Online Encrypted Traffic Classification Based on Lightweight Neural Networks* -- 6.1 Introduction -- 6.2 Motivation -- 6.3 Preliminaries -- 6.4 The Proposed Lightweight Model. |
6.5 Case Study -- 6.6 Related Work -- 6.7 Conclusion -- References -- Notes -- 7 Context‐Aware Learning for Robust Anomaly Detection* -- 7.1 Introduction -- 7.2 Pronouns -- 7.3 The Proposed Method - AllRobust -- 7.4 Experiments -- 7.5 Discussion -- 7.6 Conclusion -- References -- Note -- 8 Anomaly Classification with Unknown, Imbalanced and Few Labeled Log Data -- 8.1 Introduction -- 8.2 Examples -- 8.3 Methodology -- 8.4 Experimental Results and Analysis -- 8.5 Discussion -- 8.6 Conclusion -- References -- Notes -- 9 Zero Trust Networks -- 9.1 Introduction to Zero‐Trust Networks -- 9.2 Zero‐Trust Network Solutions -- 9.3 Machine Learning Powered Zero Trust Networks -- 9.4 Conclusion -- References -- 10 Intelligent Network Management and Operation Systems -- 10.1 Introduction -- 10.2 Traditional Operation and Maintenance Systems -- 10.3 Security Operation and Maintenance -- 10.4 AIOps -- 10.5 Machine Learning‐Based Network Security Monitoring and Management Systems -- 10.6 Conclusion -- References -- 11 Conclusions, and Research Challenges and Open Issues -- 11.1 Conclusions -- 11.2 Research Challenges and Open Issues -- References -- Index -- End User License Agreement. |
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2. |
Record Nr. |
UNINA9910812816303321 |
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Autore |
Howell Jennifer |
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Titolo |
The Algerian War in French-language comics : postcolonial memory, history, and subjectivity / / Jennifer Howell |
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Pubbl/distr/stampa |
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Lanham, Maryland : , : Lexington Books, , 2015 |
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©2015 |
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ISBN |
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Descrizione fisica |
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1 online resource (261 p.) |
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Collana |
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After the Empire: The Francophone World and Postcolonial France |
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Disciplina |
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Soggetti |
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Comic books, strips, etc - French-speaking countries - History and criticism |
Algeria History Revolution, 1954-1962 Caricatures and cartoons |
Algeria |
France |
French-speaking countries |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Sommario/riassunto |
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The decolonization of Algeria represents a turning point in world history, marking the end of France's colonial empire, the birth of the Algerian republic, and the appearance of the Third World and pan-Arabism. The Algerian war of national liberation therefore constitutes an inescapable reference for today's global citizen. Students and educators must recognize the broader implications of the Algerian War and adopt innovative pedagogical practices to identify and learn from historical misrepresentation. These objectives are imperative given the West's misunderstanding and mischaracterization of Islam and the Muslim-majority world. |
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