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

Name: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
Brand: Springer Nature
SKU: 9783030755218
Availability: InStock

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

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783030755218

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

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.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $139.00 - $139.00

BEST PRICE

Single Product Purchase

$125.10

@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$139.00	$139.00		10% OFF This deals requires coupon Get Code Here your10off @ Link.springer.com Deals Ends 31/08/2025	$125.10		See Site	In stock	Visit Store