Description: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance by Tom Rutkowski Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. 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. Publisher 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. Details ISBN 3030755207 ISBN-13 9783030755201 Title Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance Author Tom Rutkowski Format Hardcover Year 2021 Pages 167 Edition 1st Publisher Springer Nature Switzerland AG GE_Item_ID:137620657; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 197.09 USD
Location: Fairfield, Ohio
End Time: 2024-10-23T02:18:06.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
ISBN-13: 9783030755201
Book Title: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling
Number of Pages: Xix, 167 Pages
Language: English
Publication Name: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
Publisher: Springer International Publishing A&G
Publication Year: 2021
Subject: Engineering (General), Intelligence (Ai) & Semantics, Data Processing
Item Weight: 16 Oz
Type: Textbook
Subject Area: Computers, Technology & Engineering
Author: Tom Rutkowski
Item Length: 9.3 in
Item Width: 6.1 in
Series: Studies in Computational Intelligence Ser.
Format: Hardcover
