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Analiza strumieni danych z wielu źródeł z wykorzystaniem metod soft computing

Analiza strumieni danych z wielu źródeł z wykorzystaniem metod soft computing

Shaharyar Alam Ansari / SHAHNAWAZ AHMAD

93,65 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2026
Materia
Informática: cuestiones generales
ISBN:
9786208826338
93,65 €
IVA incluido
Disponible

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Sobre IBD

Gwałtowny wzrost ilości danych generowanych przez kamery, czujniki, media społecznościowe i sieć publiczną stworzył zarówno możliwości, jak i wyzwania. Chociaż dane te mają ogromny potencjał do wydobywania znaczących spostrzeżeń, ich heterogeniczność i objętość sprawiają, że przetwarzanie i analiza są trudnym zadaniem. Wśród różnych formatów danych, dane wideo stały się krytycznym obszarem zainteresowania ze względu na ich szerokie zastosowanie w nadzorze, opiece zdrowotnej, bezpieczeństwie, inteligentnych miastach, zarządzaniuruchem i wielu innych.Książka 'Analysis of Multi-Source Data Streaming with Soft Computing' stanowi kulminację naszych badań i wysiłków mających na celu sprostanie wyzwaniom związanym z analizą danych wieloźródłowych , szczególnie w kontekście analizy wideo. Książka ma na celu zapewnienie kompleksowego zrozumienia technik i metodologii wymaganych do efektywnego przetwarzania, analizowania i podsumowywania strumieni danych z wielu źródeł. Skupiamy się na wykorzystaniu technik obliczeń miękkich , takich jak logika rozmyta, sieci neuronowe, algorytmy ewolucyjne i inteligencja roju, w celu opracowania solidnych i skalowalnych rozwiązań do analizy danych w czasie rzeczywistym.

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