LITMIR.BIZ

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Change Detection and Image Time Series Analysis 2  presents supervised machine-learning-based methods for temporal evolution analysis by using image time series associated with Earth observation data. Chapter 1 addresses the fusion of multisensor, multiresolution and multitemporal data. It proposes two supervised solutions that are based on a Markov random field: the first relies on a quad-tree and the second is specifically designed to deal with multimission, multifrequency and multiresolution time series.Chapter 2 provides an overview of pixel based methods for time series classification, from the earliest shallow learning methods to the most recent deep-learning-based approaches.Chapter 3 focuses on very high spatial resolution data time series and on the use of semantic information for modeling spatio-temporal evolution patterns.Chapter 4 centers on the challenges of dense time series analysis, including pre processing aspects and a taxonomy of existing methodologies. Finally, since the evaluation of a learning system can be subject to multiple considerations,Chapters 5 and 6 offer extensive evaluations of the methodologies and learning frameworks used to produce change maps, in the context of multiclass and/or multilabel change classification issues.

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MACHINE LEARNING TECHNIQUES AND ANALYTICS FOR CLOUD SECURITY This book covers new methods, surveys, case studies, and policy with almost all machine learning techniques and analytics for cloud security solutions The aim of Machine Learning Techniques and Analytics for Cloud Security is to integrate machine learning approaches to meet various analytical issues in cloud security. Cloud security with ML has long-standing challenges that require methodological and theoretical handling. The conventional cryptography approach is less applied in resource-constrained devices. To solve these issues, the machine learning approach may be effectively used in providing security to the vast growing cloud environment. Machine learning algorithms can also be used to meet various cloud security issues, such as effective intrusion detection systems, zero-knowledge authentication systems, measures for passive attacks, protocols design, privacy system designs, applications, and many more. The book also contains case studies/projects outlining how to implement various security features using machine learning algorithms and analytics on existing cloud-based products in public, private and hybrid cloud respectively. Audience Research scholars and industry engineers in computer sciences, electrical and electronics engineering, machine learning, computer security, information technology, and cryptography.

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Das vorliegende Praxishandbuch behandelt die verschiedenen Facetten der Lohnbearbeitung (LB) mit SAP S/4HANA. Seit dieser Version ist es beispielsweise verpflichtend, Dispobereiche zur Darstellung des Lohnbeistellbestands zu verwenden. Prozessanpassungen sind erforderlich. Ausgerichtet auf die logistischen Abwicklungen in den Bereichen Fremdbeschaffung, Eigenfertigung und Reparatur, widmet sich die Autorin zunächst den technischen SAP-Einstellungen im Customizing sowie in den Stammdaten wie Materialstamm, Stückliste und Infosatz. Anschließend steigen Sie anhand zahlreicher Beispielprozesse in die praktische Umsetzung im Lohnbearbeitungs-Cockpit ein. Behandelt werden u. a. eine Umlagerung aus dem Werk, eine Streckenabwicklung, die Lohnbearbeitung mit Chargen oder die Fremdbearbeitung in der Fertigung. Am Ende erhalten Sie einige Tipps und Tricks, wie Sie einen Prozessdurchlauf auch ohne Programmierung erfolgreich umsetzen. Das Buch richtet sich sowohl an Key-User und Anwender also auch an Solution Architects, Prozess- und Changemanager. Es kann Ihnen nicht nur als Nachschlagewerk für die üblichen Prozesse in der Lohnbearbeitung, sondern auch als Entscheidungshilfe für die Ausprägung der Prozessverantwortung in den Abteilungen Einkauf und Arbeitsvorbereitung/ Fertigungssteuerung dienen Sonderbeschaffung Lohnbearbeitung mit SAP S/4HANA Stammdaten inkl. Dispobereich und Fertigungsversion Prozessbeschreibung mit Lohnbearbeitungs-Cockpit Tipps und Tricks auch ohne Programmierung

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The book focuses on the way that human beings and computers interact to ever increasing levels of both complexity and simplicity. Assuming very little knowledge, the book provides content on theory, cognition, design, evaluation, and user diversity. It aims to explain the underlying causes of the cognitive, social and organizational problems typically are devoted to descriptions of rehabilitation methods for specific cognitive processes. This book describes new algorithms for modeling accessible to cognitive scientists of all varieties. The book is inherently interdisciplinary, publishing original research in the fields of computing, engineering, artificial intelligence, psychology, linguistics, and social and system organization, as applied to the design, implementation, application, analysis, and evaluation of interactive systems. Machine learning research has been being carried out for a decade at international level in various applications. The new learning approach is mostly used in machine learning based cognitive applications. This will give direction for future research to scientists and researchers working in neuroscience, neuro-imaging, machine learning based brain mapping and modeling etc.

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Unlock the potential of Microsoft’s powerful web-based collaborative platform that comes standard with Microsoft 365  Microsoft SharePoint unlocks millions of collaborative and remote working capabilities and possibilities. And using it doesn’t require a degree in computer science! With  SharePoint For Dummies , you’ll be creating sites, working with lists, and integrating with Microsoft Teams in no time at all.  This book offers fully illustrated, step-by-step instructions to adapt and customize SharePoint for your own organization. Perfect for complete SharePoint novices as well as veterans of previous versions, you’ll learn to manage and work with enterprise content and use the SharePoint mobile app.  This handy guide also walks you through:  Creating integrated, online portals from scratch for everyone in your organization to use How to navigate the SharePoint interface like a pro, without any prior knowledge Using SharePoint alongside Microsoft Office 365’s other powerful tools, like Teams Ideal for anyone who wants to—or has to—use SharePoint at work or school,  SharePoint For Dummies  is your irreplaceable companion to getting up-to-speed with SharePoint in a hurry!

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