A prediction scheme using perceptually important points and dynamic time warping

PE Tsinaslanidis, D Kugiumtzis - Expert Systems with Applications, 2014 - Elsevier
An algorithmic method for assessing statistically the efficient market hypothesis (EMH) is
developed based on two data mining tools, perceptually important points (PIPs) used to …

Effect of segmentation on financial time series pattern matching

Y Wan, X Gong, YW Si - Applied Soft Computing, 2016 - Elsevier
In financial time series pattern matching, segmentation is often performed as a pre-
processing step to reduce the data points from the input sequence. The segmentation …

Identifying the Head-and-Shoulders Pattern Using Financial Key Points and Its Application in Consumer Electronic Stocks

X Ma, F Zheng, D Tang - IEEE Transactions on Consumer …, 2023 - ieeexplore.ieee.org
This paper constructs a new time series segmentation method using the financial
implications of the head-and-shoulders pattern (HS), effectively overcoming the limitations of …

A formal approach to chart patterns classification in financial time series

Y Wan, YW Si - Information Sciences, 2017 - Elsevier
Classifying chart patterns from input subsequences is a crucial pre-processing step in
technical analysis. In this paper, we compile comprehensive formal specifications of 53 chart …

LVQ-based hand gesture recognition using a data glove

F Camastra, D De Felice - Neural Nets and Surroundings: 22nd Italian …, 2013 - Springer
This paper presents a real-time hand gesture recognizer based on a Learning Vector
Quantization (LVQ) classifier. The recognizer is formed by two modules. The first module …

Feature extraction for chart pattern classification in financial time series

Y Zheng, YW Si, R Wong - Knowledge and Information Systems, 2021 - Springer
Extracting shape-related features from a given query subsequence is a crucial
preprocessing step for chart pattern matching in rule-based, template-based and hybrid …

Handy: a real-time three color glove-based gesture recognizer with learning vector quantization

L Lamberti, F Camastra - Expert Systems with Applications, 2012 - Elsevier
This paper presents Handy, a real-time hand gesture recognizer based on a three color
glove. The recognizer is formed by three modules. The first module, fed by the frame …

Direct least squares fitting of ellipses segmentation and prioritized rules classification for curve-shaped chart patterns

IL Lei, PL Teh, YW Si - Applied Soft Computing, 2021 - Elsevier
In financial markets, appearances of chart patterns in time series are commonly considered
as potential signals for imminent change in the direction of price movement. To identify chart …

Parallel SAX/GA for financial pattern matching using NVIDIA's GPU

J Báuto, A Canelas, R Neves, N Horta - Expert Systems with Applications, 2018 - Elsevier
This paper starts by presenting a study from a computational performance standpoint of
SAX/GA, an algorithm that uses the Symbolic Aggregate approXimation (SAX), to …

[PDF][PDF] Interpreter of Indonesian Sign Language Using the Linear Vector Quantization (LVQ) Algorithm in Dictionary SIBI Case Study Based Android Mobile Device

GH Wibowo, A Fariza, JAN Hasim - researchgate.net
Communication is one of the basic needs of all people in the world without exception both
normal people and people with disabilities especially speech disability. In order for speech …