In the era of big data, practical applications in various domains continually generate large- scale time-series data. Among them, some data show significant or potential periodicity …
S Ha, BR Moon - Memetic Computing, 2018 - Springer
The cryptographic currency market is an emerging venue for traders looking to diversify their investments. We investigate the use of genetic programming (GP) for finding attractive …
S Ha, S Lee, BR Moon - Proceedings of the Genetic and Evolutionary …, 2018 - dl.acm.org
We suggest a use of genetic programming for transformation from a vector space to an understandable graph representation, which is part of a project to inspect the latent space in …
Evolutionary algorithms (EAs) have been successfully applied to solve various challenging optimisation problems. Due to their stochastic nature, EAs typically require considerable …
When creating a system for automated trading of financial assets, one has to make multiple decisions under uncertainty. One significant part of such a process is related to knowledge …
S Ha, S Lee, BR Moon - Proceedings of the 2016 on Genetic and …, 2016 - dl.acm.org
We suggest a method of inspecting the latent space of stock market data using genetic programming. Given black box patterns and (stock, day) tuples a relation matrix is …