Title
Fuzzy modeling of stock trading with fuzzy candlesticks.
Abstract
•A methodology to model trading rules for candlestick patterns using fuzzy logic.•The fuzzy trading system adapts three well-known candlestick patterns to fuzzy rules.•The fuzzy system performance is tested in two portfolios from different stock markets.•The fuzzy system is more profitable than a crisp version of the candlestick rules.•The fuzzy trading is more risk averse than the Buy and Hold (B&H) strategy used as benchmark.
Year
DOI
Venue
2018
10.1016/j.eswa.2017.10.002
Expert Systems with Applications
Keywords
Field
DocType
Trading,Fuzzy logic,Candlesticks,Forecasting,Pattern recognition,Stock market
Trading strategy,Vagueness,Actuarial science,Computer science,Fuzzy logic,Decision system,Operations research,Artificial intelligence,Stock trading,Machine learning,Profit (economics)
Journal
Volume
ISSN
Citations 
93
0957-4174
1
PageRank 
References 
Authors
0.37
18
3
Name
Order
Citations
PageRank
Rodrigo Naranjo110.70
Javier Arroyo2576.35
Matilde Santos314324.39