A survey on graphic processing unit computing for large‐scale data mining

A Cano - Wiley Interdisciplinary Reviews: Data Mining and …, 2018 - Wiley Online Library
General purpose computation using Graphic Processing Units (GPUs) is a well‐established
research area focusing on high‐performance computing solutions for massively …

A periodicity-based parallel time series prediction algorithm in cloud computing environments

J Chen, K Li, H Rong, K Bilal, K Li, SY Philip - Information Sciences, 2019 - Elsevier
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 …

Finding attractive technical patterns in cryptocurrency markets

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 …

Investigation of the latent space of stock market patterns with genetic programming

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 …

[PDF][PDF] Scalable parallel evolutionary optimisation based on high performance computing

C Jin - 2019 - core.ac.uk
Evolutionary algorithms (EAs) have been successfully applied to solve various challenging
optimisation problems. Due to their stochastic nature, EAs typically require considerable …

Mining and Analyzing Financial Patterns using Parallel Genetic Programming on GPGPU

하성주 - 2018 - s-space.snu.ac.kr
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 …

Inspecting the Latent Space of Stock Market Data with Genetic Programming

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 …