Applied Cloud Deep Semantic Recognition
Advanced Anomaly Detection
This book provides a comprehensive overview of the research on anomaly detection with respect to context and situational awareness that aim to get a better understanding of how context information influences anomaly detection. In each chapter, it identifies advanced anomaly detection and key assumptions, which are used by the model to differentiate between normal and anomalous behavior. When applying a given model to a particular application, the assumptions can be used as guidelines to assess the effectiveness of the model in that domain. Each chapter provides an advanced deep content understanding and anomaly detection algorithm, and then s…
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Produktdetails
Weitere Autoren: Najafirad (Paul Rad), Peyman (Hrsg.)
- ISBN: 978-1-351-11901-6
- EAN: 9781351119016
- Produktnummer: 31321645
- Verlag: Taylor & Francis Ltd.
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 202 S.
- Plattform: PDF
- Masse: 12'323 KB
- Auflage: 1. Auflage
- Abbildungen: 33 schwarz-weiße Tabellen
Über den Autor
Dr. Mehdi Roopaei has strong background on dynamic systems and control with experience in advance cloud machine learning. He is a Research Assistant Professor in Open Cloud Institute at University of Texas at San Antonio. He has several peer publications with more than 850 citations and serves as program committee member in many conferences. He is the pioneer in feedback image processing and deep learning control. Paul Rad, Ph.D. is the co-founder and assistant director of Open Cloud Institute (OCI), at the University of Texas at San Antonio (UTSA). Dr. Rad's research interests relate to data analytics, deep learning, cybersecurity, and cloud computing with applications to spam and malware threat detection and analysis, network intrusion detection and prevention, machine vision and sensing, Internet of Things and Machine to Machine de-centralized decision making and security. He holds 11 US patents on cyber infrastructure, virtualization, cloud computing and big data analytics. Dr. Rad has advised over 200 companies on cyber infrastructure and cloud computing with over 70 industry and academic keynote presentations and peer-reviewed publications that have been cited over 300 times.
3 weitere Werke von Mehdi (Hrsg.) Roopaei:
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