An Intelligent Triangular Pattern Recognition in Stock Price Charts

Please enable javascript in your browser.

This page was sent successfuly

Bookmark

1370 viewed

یک روش شناسایی هوشمند الگو‌های مثلثی در نمودار قیمت سهام

1793 Viewed

Type of Document: M.Sc. Thesis
Language: Farsi
Document No: 54264 (19)
University: Sharif University of Technology
Department: Computer Engineering
Advisor(s): Fazli, Mohammad Amin
Abstract:
Stock price patterns are a technical analysis approach to forecast future trends with tremendous practical benefits. However, the current algorithms solely rely on machine learning techniques and deep neural networks which could be a problem in countries where data sets such as these are not available. We propose an algorithm based on geometry and mathematics for this problem, leading to an O(n^3logn + n^2k) complexity, where k is the number of triangular patterns
Keywords:
Stock Price ; Stock Price Prediction ; Triangular Pattern Recognition ; Pattern Extraction ; Continuation Patterns