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

Released on by Tom Rutkowski
preview-18

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

  • Author : Tom Rutkowski
  • Release Date : 2021-06-07
  • Publisher : Springer Nature
  • Genre : Technology & Engineering
  • Pages : 167
  • ISBN 13 : 3030755215
  • File Size : 32,32 MB
DOWNLOAD BOOK

Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance by Tom Rutkowski PDF Summary

Book 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.

Disclaimer: www.yourbookbest.com does not own Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Machine Learning and AI in Finance

Machine Learning and AI in Finance

File Size : 82,82 MB
Total View : 3511 Views
DOWNLOAD

The significant amount of information available in any field requires a systematic and analytical approach to select the most critical information and anticipat

Wavelet Neural Networks

Wavelet Neural Networks

File Size : 54,54 MB
Total View : 1465 Views
DOWNLOAD

A step-by-step introduction to modeling, training, and forecasting using wavelet networks Wavelet Neural Networks: With Applications in Financial Engineering, C