Neural network systems with an integrated coefficient of variation-based feature selection for stock price and trend prediction
K Chaudhari, A Thakkar - Expert Systems with Applications, 2023 - Elsevier
Stock market forecasting has been a subject of interest for many researchers; the essential
market analyses can be integrated with historical stock market data to derive a set of …
market analyses can be integrated with historical stock market data to derive a set of …
Multi-period portfolio selection based on uncertainty theory with bankruptcy control and liquidity
B Li, R Zhang, Y Sun - Automatica, 2023 - Elsevier
Due to the impact of uncertain events, such as the 2008 financial crisis and the outburst of
COVID-19 pandemic, the experts' evaluations information is becoming increasingly …
COVID-19 pandemic, the experts' evaluations information is becoming increasingly …
Portfolio selection as a multicriteria group decision making in Pythagorean fuzzy environment with GRA and FAHP framework
The popularity of mutual funds, which are necessarily portfolios, has been drawing more
attention from the people of India over the last three decades. In a mutual fund, one can …
attention from the people of India over the last three decades. In a mutual fund, one can …
Dynamic portfolio optimization using technical analysis‐based clustering
AZ Khan, MK Mehlawat - International Journal of Intelligent …, 2022 - Wiley Online Library
An accurate prediction of asset prices is perhaps the biggest challenge of any study in
portfolio optimization. Asset prices are affected by several random and nonrandom factors …
portfolio optimization. Asset prices are affected by several random and nonrandom factors …
Credibilistic portfolio optimization with higher-order moments using coherent triangular fuzzy numbers
Financial portfolio formation is usually a multi-objective decision-making problem
concerning return and risk on the investment. In this study, we make use of an extension of …
concerning return and risk on the investment. In this study, we make use of an extension of …
Portfolio optimization using elliptic entropy and semi-entropy of coherent fuzzy numbers
P Gupta - Information Sciences, 2022 - Elsevier
This paper explores the elliptic entropy and the elliptic semi-entropy of a coherent fuzzy
number and discusses several of their properties. We propose a methodology that …
number and discusses several of their properties. We propose a methodology that …
Portfolio model with a novel two-parameter coherent fuzzy number based on regret theory
X Deng, F Geng - Soft Computing, 2023 - Springer
Inspired by Li (2019) who considers one parameter, we propose a novel two-parameter
coherent fuzzy number (TPCFN) that can flexibly capture investors' attitudes (pessimistic …
coherent fuzzy number (TPCFN) that can flexibly capture investors' attitudes (pessimistic …
A Fuzzy Rule-based System for Portfolio Selection using Technical Analysis
AZ Khan, P Gupta, MK Mehlawat - IEEE Transactions on Fuzzy …, 2024 - ieeexplore.ieee.org
In this paper, we propose an automatic trading system for portfolio selection that
incorporates an investor's trading strategy (aggressive, conservative, or neutral). The system …
incorporates an investor's trading strategy (aggressive, conservative, or neutral). The system …
Adaptive evolutionary algorithms for portfolio selection problems
G Filograsso, G di Tollo - Computational Management Science, 2023 - Springer
In this contribution we propose to solve complex portfolio selection problems via
Evolutionary Algorithms (EAs) that resort to adaptive parameter control to manage the …
Evolutionary Algorithms (EAs) that resort to adaptive parameter control to manage the …
A multi-objective multi-period efficient portfolio selection approach for positive and negative returns using RDM-DEA under credibilistic framework
A Kumar, S Yadav - IEEE Transactions on Engineering …, 2024 - ieeexplore.ieee.org
There are abundant applications of data envelopment analysis (DEA) for efficient portfolio
selection, though in a single-period environment. However, portfolio selection is a …
selection, though in a single-period environment. However, portfolio selection is a …