Visual Appendix of Chart Patterns

2012 ◽  
pp. 289-301
Keyword(s):  
Chart Patterns

scholarly journals An Application of the Associate Hopfield Network for Pattern Matching in Chart Analysis

2021 ◽  
Vol 11 (9) ◽  
pp. 3876
Author(s):  
Weiming Mai ◽  
Raymond S. T. Lee
Keyword(s):  
Time Series ◽  
Pattern Matching ◽  
Time Series Data ◽  
Financial Time Series ◽  
Noisy Data ◽  
Hopfield Neural Network ◽  
Hopfield Network ◽  
Series Data ◽  
Financial Time ◽  
Chart Patterns

Chart patterns are significant for financial market behavior analysis. Lots of approaches have been proposed to detect specific patterns in financial time series data, most of them can be categorized as distance-based or training-based. In this paper, we applied a trainable continuous Hopfield Neural Network for financial time series pattern matching. The Perceptually Important Points (PIP) segmentation method is used as the data preprocessing procedure to reduce the fluctuation. We conducted a synthetic data experiment on both high-level noisy data and low-level noisy data. The result shows that our proposed method outperforms the Template Based (TB) and Euclidean Distance (ED) and has an advantage over Dynamic Time Warping (DTW) in terms of the processing time. That indicates the Hopfield network has a potential advantage over other distance-based matching methods.

A Conceptual Methodology for Recognition of Constrained Control Chart Patterns

2013 ◽  
Vol 845 ◽  
pp. 696-700
Author(s):  
Razieh Haghighati ◽  
Adnan Hassan
Keyword(s):  
Pattern Recognition ◽  
Statistical Process Control ◽  
Control Chart ◽  
Control Charts ◽  
Fault Tolerant ◽  
Constrained Control ◽  
Statistical Process ◽  
Control Chart Patterns ◽  
Control Chart Pattern ◽  
Chart Patterns

Traditional statistical process control (SPC) charting techniques were developed to monitor process status and helping identify assignable causes. Unnatural patterns in the process are recognized by means of control chart pattern recognition (CCPR) techniques. There are a broad set of studies in CCPR domain, however, given the growing doubts concerning the performance of control charts in presence of constrained data, this area has been overlooked in the literature. This paper, reports a preliminary work to develop a scheme for fault tolerant CCPR that is capable of (i) detecting of constrained data that is sampled in a misaligned uneven fashion and/or be partly lost or unavailable and (ii) accommodating the system in order to improve the reliability of recognition.

Architecture Design Curriculum Reform Practice Triggered by the British Architectural Education and Certification System

2014 ◽  
Vol 638-640 ◽  
pp. 2393-2396
Author(s):  
Li Ya Fan ◽  
Xue Qiang Wang
Keyword(s):  
Education Reform ◽  
Curriculum Reform ◽  
Creative Thinking ◽  
Architectural Education ◽  
Architecture Education ◽  
Information Platform ◽  
Building Information ◽  
Chart Patterns ◽  
Academic Building ◽  
Education Concept

This paper based on the best architecture universities education concept, through the analysis of the architecture education mode, put forward the current architectural education reform and development directions. From the perspective of curriculum practice, probes into the new mode of curriculum and education, enhance the comprehensive ability and creative thinking of students; Reference to CRIT rating chart patterns, join in the concept of "workshop", Create local and broader academic building information platform, provides the domestic architectural education improvement ideas.

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