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Analyse von Datenströmen aus mehreren Quellen mit Soft Computing by Shaharyar Alam Ansari, Shahnawaz Ahmad

Analyse von Datenströmen aus mehreren Quellen mit Soft Computing

by Shaharyar Alam Ansari , Shahnawaz Ahmad
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Book cover type: Paperback
  • ISBN13: 9786206699811
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 116
  • Original Price: GBP 52.98
  • Language: German
  • Edition: N/A
  • Item Weight: 164 grams
  • BISAC Subject(s): General

Das exponentielle Wachstum von Daten, die von Kameras, Sensoren, sozialen Medien und dem �ffentlichen Web generiert werden, hat sowohl Chancen als auch Herausforderungen geschaffen . Diese Daten bergen zwar ein immenses Potenzial f�r die Gewinnung aussagekr�ftiger Erkenntnisse, doch ihre Heterogenit�t und ihr Volumen machen die Verarbeitung und Analyse zu einer gewaltigen Aufgabe. Unter den verschiedenen Datenformaten haben sich Videodaten aufgrund ihrer weit verbreiteten Anwendungen in den Bereichen �berwachung, Gesundheitswesen, Sicherheit, Smart Cities, Verkehrsmanagement usw.zu einem wichtigen Schwerpunkt entwickelt .Analysis of Multi-Source Data Streaming with Soft Computing" ist der H�hepunkt unserer Forschung und unserer Bem�hungen, die Herausforderungen zu meistern, die mit der Analyse von Daten aus mehreren Quellen verbunden sind, insbesondere im Zusammenhang mit der Videoanalyse. Das Buch soll ein umfassendes Verst�ndnis der Techniken und Methoden vermitteln, die zur effizienten Verarbeitung, Analyse und Zusammenfassung von Datenstr�men aus mehreren Quellen erforderlich sind . Wir konzentrieren uns auf die Nutzung von Soft-Computing-Techniken wie Fuzzy-Logik, neuronale Netze, evolution�re Algorithmen und Schwarmintelligenz, um robuste und skalierbare L�sungen f�r die Echtzeit-Datenanalyse zu entwickeln.

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