Artificial Intelligence Evolution, Volume 4 Issue 1 (2023), 1-98 < Previous vol / issue Next vol/issue >
This issue is in progress but contains articles that are final and fully citable.
Enhanced Bollinger Band Stock Quantitative Trading Strategy Based on Random Forest
by Yan Keyue,Wang Yimeng,Li Ying
Abstract: Constructing applicable automated stock trading strategies has become one of the best ways that people can earn profits from their underlying assets' investments now. Automated stock trading, also cal...
Open Access Research Article PDF
Weak-Strong Self-Adapting Fuzzy Neural Classifier for Dynamic Object Detection in RGBD Videos
by Chacon-Murguia Mario I.,Orozco-Rodríguez Huber E. ,Ramirez-Alonso Graciela,Ramirez-Quintana Juan A.
Abstract: This paper presents a fuzzy neural method to model background from videos in order to detect dynamic objects. The method includes a weak fuzzy classifier that performs an initial foreground and backgr...
Open Access Research Article PDF
Application of Traditional Machine Learning Models for Quantitative Trading of Bitcoin
by Wang Yimeng,Yan Keyue
Abstract: Bitcoin, the most popular cryptocurrency around the world, has had frequent and dramatic price changes in recent years. The price of bitcoin reached a new peak, nearly $65,000 in July 2021. Then, in t...
Open Access Research Article PDF
Application of Model Data for Training the Classifier of Defects in Rail Bolt Holes in Ultrasonic Diagnostics
by Kaliuzhnyi Aleksei
Abstract: The task of searching for defects on defectograms of ultrasonic inspection of rails using machine learning methods is considered difficult due to the lack of a sufficient representative training data ...
Open Access Research Article PDF
Towards Artificial Intelligence in Sustainable Environmental Development
by Taherdoost Hamed
Abstract: One of the most significant problems facing humankind now is environmental issues, which have harmed life on the planet. Research has been done continuously to lessen the effects of climate change on ...
Open Access Research Article PDF
Prediction of the Computer Science Department's Educational Performance Through Machine Learning Model by Analyzing Students' Academic Statements
by Hossain Md. Alamgir,Ahammad Ishtiaq,Ahmed Md. Kawsar,Ahmed Md Imtiaz
Abstract: In this digital world, technology is changing every second. For this reason, tech-based educational departments should be aware of their strong and weak areas. By doing so, they can analyze their perf...
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Stroke Risk Prediction Using Artificial Intelligence Techniques Through Electronic Health Records
by Jiang Song,Gu Yuan,Kumar Ela
Abstract: Nowadays, Electronic Health Records (EHR) include critical information in the text format. In order to make medical decisions more efficient, the text should be processed and code deliberated. In this...
Open Access Research Article PDF