Denna webbshop är stängd för köp.
Klicka här för mer information

Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
  • Bandtyp: Inbunden
  • Språk: Engelska
  • Utgiven: 20210608
  • Antal sidor: 167
  • Upplaga: 1st ed. 2021, 
    Vikt i gram: 453
  • ISBN10:3030755207
  • ISBN13:9783030755201

Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance

(Inbunden)

Beskrivning:

The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. The vast majority of AI models work like black box models. However, in many applications, e.g., medical diagnosis or venture capital investment recommendations, it is essential to explain the rationale behind AI systems decisions or recommendations. Therefore, the development of artificial intelligence cannot ignore the need for interpretable, transparent, and explainable models. First, the main idea of the explainable recommenders is outlined within the background of neuro-fuzzy systems. In turn, various novel recommenders are proposed, each characterized by achieving high accuracy with a reasonable number of interpretable fuzzy rules. The main part of the book is devoted to a very challenging problem of stock market recommendations. An original concept of the explainable recommender, based on patterns from previous transactions, is developed; it recommends stocks that fit the strategy of investors, and its recommendations are explainable for investment advisers.



Kundrecensioner och bloggar

Sök fler böcker:

Kunder som köpt denna bok har
även köpt:
Skotten i Köpenhamn :  ett reportage om
Uppgång och fall
Uppgång och fall
av Strömquist, Liv
Den allvarsamma leken
Den allvarsamma leken
av Söderberg, Hjalmar
Miniatyrmakaren
Miniatyrmakaren
av Burton, Jessie
Min mors självbiografi
Min mors självbiografi
av Kincaid, Jamaica