An accurate slicing method for dynamic time warping algorithm and the segment-level early abandoning optimization

Y Luo, W Ke, CT Lam, SK Im - Knowledge-Based Systems, 2024 - Elsevier
Time series data analysis algorithms have been gaining significant importance in the
research community. Extensive studies have confirmed that Dynamic Time Warping (DTW) …

Improving the Robustness of DTW to Global Time Warping Conditions in Audio Synchronization

J Kraprayoon, A Pham, TJ Tsai - Applied Sciences, 2024 - mdpi.com
Dynamic time warping estimates the alignment between two sequences and is designed to
handle a variable amount of time warping. In many contexts, it performs poorly when …

High-Throughput DTW accelerator with minimum area in AMD FPGA by HLS

M Hormigo-Jiménez, J Hormigo - 2023 38th Conference on …, 2023 - ieeexplore.ieee.org
Dynamic Time Warping (DTW) is a dynamic programming algorithm that is known to be one
of the best methods to measure the similarities between two signals, even if there are …

Exploring Alignment Methods in an Audio Matching Scenario for a Music Practice Tool: A Study of User Demands, Technical Aspects, and a Web-Based …

O Ferm - 2024 - diva-portal.org
This work implements a prototype of a music practice tool, and evaluates alignment methods
in an audio matching scenario required for it. By two interviews with piano teachers, we …

Exploring Dynamic Time Warping for Network Traffic Analysis

R Raghavendra, CK Gautam… - … Computing and Wireless …, 2024 - ieeexplore.ieee.org
Dynamic Time Warping (DTW) is an effective method that can be used to analyze community
site visitors. DTW is a set of rules that measures the similarity between temporal sequences …

Herramienta de inteligencia artificial para detectar patrones en bolsa

G García Jaubert - 2022 - riull.ull.es
En los últimos años, la inteligencia artificial ha experimentado un gran avance respecto a su
funcionalidad. En la actualidad, la inteligencia artificial es capaz de procesar el lenguaje …

[PDF][PDF] Aceleración del DTW en FPGA

M Hormigo-Jiménez, J Hormigo - daciu.com
Abstract El Dinamic Time Warping (DTW) es un algoritmo de programación dinámica, muy
usado en el procesamiento de series temporales. Desafortunadamente tiene complejidad …