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Assoc.Prof. CHUKIAT WORASUCHEEP

Email: chukiat.wor@kmutt.ac.th

Phone: 024708990

Work Affiliations

Department of Mathematics - วิทย์-คณิตศาสตร์ (Faculty of Science)

Strategic Research Themes

Publications

● Automated Trading Bot Using Hidden Markov Models for Cryptocurrency Prediction
; ดลธรรม เจริญธรรมกิจ, ภัทรชนน อุไรวิชัยกุล, ภูมิไทย พรมโกฎิ, et al.; 2024; Conference proceedings article
● Text-based Movie Recommendation Web Application with DistilBERT; สุพิชชา จำปาทอง, ณัฐวุฒิ กลิ่นสวัสดิ์, นพคุณ อนัตกิจถาวร, et al.; 2024; Conference proceedings article
● Gaussian Quantum-Behaved Particle Swarm with Learning Automata-Adaptive Attractor and Local Search; Sivakorn Sansawas; Tanathep Roongpipat; Saksorn Ruangtanusak; Jessada Chaikhet; Chukiat Worasucheep; Warin Wattanapornprom; 2022; Conference proceedings article
● Ensemble Classifier for Stock Trading Recommendation; Worasucheep C.; 2021; Journal article
● Quantitative Trading Machine Learning Using Differential Evolution Algorithm; Vinitnantharat N., Inchan N., Sakkumjorn T., et al.; 2019; Conference proceedings article
● An automatic stock trading system using Particle Swarm Optimization; Worasucheep C., Nuannimnoi S., Khamvichit R., et al.; 2017; Conference proceedings article
● A stock price forecasting application using neural networks with multi-optimizer; Worasucheep C.; 2017; Conference proceedings article
● An Opposition-based hybrid Artificial Bee Colony with Differential Evolution; Worasucheep C.; 2015; Conference proceedings article
● Forecasting currency exchange rates with an artificial bee colony-optimized neural network; Worasucheep C.; 2015; Conference proceedings article
● A Particle Swarm Optimization with diversity-guided convergence acceleration and stagnation avoidance; Worasucheep C.; 2012; Conference proceedings article
● Enhanced Performance of Particle Swarm Optimization with Generalized Generation Gap Model with Parent-Centric Recombination Operator; Phanmak, W.;Worasucheep, C.;Pipopwatthana, et al.; 2012; Journal article
● Training a single multiplicative neuron with a harmony search algorithm for prediction of S&P500 index - An extensive performance evaluation; Worasucheep C.; 2012; Conference proceedings article
● A particle swarm optimization for high-dimensional function optimization; Worasucheep C.; 2010; Conference proceedings article
● A multi-strategy differential evolution algorithm for financial prediction with single multiplicative neuron; Worasucheep C., Chongstitvatana P.; 2009; Conference proceedings article
● High-dimensional function optimization with a self adaptive differential evolution; Worasucheep C.; 2009; Conference proceedings article
● A Particle Swarm Optimization with stagnation detection and dispersion; Worasucheep C.; 2008; Conference proceedings article
● Solving constrained engineering optimization problems by the constrained PSO-DD; Worasucheep C.; 2008; Conference proceedings article
● Trading index mutual funds with evolutionary forecasting; Worasucheep C.; 2008; Conference proceedings article

Expertise

Algorithmic Trading
Artificial Intelligence Applications
Business Management
Computational Intelligence
Computer Science and Information
Data Science
Evolutionary Computation
Financial Management
Machine Learning
Optimization