Artificial intelligence in customer-facing financial services: a systematic literature review and agenda for future research
Purpose The objective of this study is to provide a systematic review of the literature on
artificial intelligence (AI) in customer-facing financial services, providing an overview of …
artificial intelligence (AI) in customer-facing financial services, providing an overview of …
Multiple criteria decision-making techniques and their applications–a review of the literature from 2000 to 2014
Sažetak Multiple criteria decision-making (MCDM) is considered as a complex decision
making (DM) tool involving both quantitative and qualitative factors. In recent years, several …
making (DM) tool involving both quantitative and qualitative factors. In recent years, several …
Development of TOPSIS method to solve complicated decision-making problems—An overview on developments from 2000 to 2015
EK Zavadskas, A Mardani, Z Turskis… - … journal of information …, 2016 - World Scientific
In recent years several previous scholars made attempts to develop, extend, propose and
apply Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) for solving …
apply Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) for solving …
Forecasting the price of Bitcoin using deep learning
After constructing a feature system with 40 determinants that affect the price of Bitcoin
considering aspects of the cryptocurrency market, public attention, and the macroeconomic …
considering aspects of the cryptocurrency market, public attention, and the macroeconomic …
Classification methods applied to credit scoring: Systematic review and overall comparison
The need for controlling and effectively managing credit risk has led financial institutions to
excel in improving techniques designed for this purpose, resulting in the development of …
excel in improving techniques designed for this purpose, resulting in the development of …
A modified TOPSIS with a different ranking index
T Kuo - European journal of operational research, 2017 - Elsevier
As a tool for decision analysis, the TOPSIS (Technique for Order Preference by Similarity to
Ideal Solution) attempts to choose alternative that should simultaneously have the closest …
Ideal Solution) attempts to choose alternative that should simultaneously have the closest …
Review of bankruptcy prediction using machine learning and deep learning techniques
Bankruptcy prediction has long been a significant issue in finance and management
science, which attracts the attention of researchers and practitioners. With the great …
science, which attracts the attention of researchers and practitioners. With the great …
A multi-objective genetic optimization for fast, fuzzy rule-based credit classification with balanced accuracy and interpretability
MB Gorzałczany, F Rudziński - Applied Soft Computing, 2016 - Elsevier
Credit classification is an important component of critical financial decision making tasks
such as credit scoring and bankruptcy prediction. Credit classification methods are usually …
such as credit scoring and bankruptcy prediction. Credit classification methods are usually …
Selecting green supplier of thermal power equipment by using a hybrid MCDM method for sustainability
H Zhao, S Guo - Sustainability, 2014 - mdpi.com
With the growing worldwide awareness of environmental protection and sustainable
development, green purchasing has become an important issue for companies to gain …
development, green purchasing has become an important issue for companies to gain …
Financial fraud detection using the related-party transaction knowledge graph
Financial fraud detection has gained constant attention from researchers, practitioners, and
regulators. Because of its concealment and ease of manipulation, related-party transactions …
regulators. Because of its concealment and ease of manipulation, related-party transactions …