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Eksploatacja Danych: Zastosowania w aplikacjach komercyjnych by Vinodani Katiyar, Ina Kapoor

Eksploatacja Danych: Zastosowania w aplikacjach komercyjnych

by Vinodani Katiyar , Ina Kapoor
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Book cover type: Paperback
  • ISBN13: 9786209608049
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 312
  • Original Price: GBP 84.3
  • Language: Polish
  • Edition: N/A
  • Item Weight: 418 grams
  • BISAC Subject(s): General

Chociaż sieci neuronowe są stosowane w szerokim zakresie zastosowań edukacyjnych i komercyjnych, metoda ta nie jest powszechnie stosowana do zadań związanych z eksploracją danych. Firmy gromadzą dane od dziesięcioleci i stworzyly ogromne magazyny danych, wykorzystując techniki eksploracji danych w celu wydobycia wartości danych, ale tylko nieliczni praktycy stosowali sieci neuronowe w eksploracji danych, mimo że metoda ta okazala się skuteczna w wielu sytuacjach. Gl�wne osiągnięcia naukowe niniejszego badania można podsumowac w następujący spos�b: (1) wdrożenie sieci neuronowych w analizie zmiennych marketingowych; (2) analiza wrażliwości i redukcja zmiennych poprzez analizę wagową; oraz (3) pokazanie, w jaki spos�b poprzez uwzględnienie nieznanych zmiennych można uzyskac lepsze wyniki z sieci neuronowych. Eksploracja danych jest obecnie jedną z dynamicznie rozwijających się dziedzin zastosowań i obszarem, w kt�rym badacze operacyjni mogą znaleźc projekty dla przemyslu. Badania nad sieciami neuronowymi są obecnie napędzane przez przemysl, ponieważ pojawia się coraz więcej problem�w biznesowych i nowych wyzwań badawczych.

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