4.5 Article

A method for measuring similarity of time series based on series decomposition and dynamic time warping

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

Time works well: Dynamic time warping based on time weighting for time series data mining

Hailin Li

Summary: Dynamic time warping combined with time weight analysis can better reflect the importance of different time points, which is significant for time series data mining.

INFORMATION SCIENCES (2021)

Article Mathematical & Computational Biology

A multi-feature hybrid classification data mining technique for human-emotion

Y. Wang et al.

Summary: The study aims to utilize artificial intelligence technology to accurately and effectively diagnose depression in its early stages, achieving optimal classification performance through data mining techniques and emotional data classification methods.

BIODATA MINING (2021)

Article Computer Science, Information Systems

An Intelligent Data Mining-Based Fault Detection and Classification Strategy for Microgrid

Shazia Baloch et al.

Summary: The proposed scheme utilizes Hilbert transform and data mining approach for microgrid protection, achieving high fault detection accuracy and robustness against measurement noise.

IEEE ACCESS (2021)

Article Health Care Sciences & Services

An LSTM-Based Prediction Method for Lower Limb Intention Perception by Integrative Analysis of Kinect Visual Signal

Jie He et al.

JOURNAL OF HEALTHCARE ENGINEERING (2020)

Article Computer Science, Information Systems

Fast Constrained Dynamic Time Warping for Similarity Measure of Time Series Data

Wonyoung Choi et al.

IEEE ACCESS (2020)

Article Computer Science, Artificial Intelligence

Introducing time series chains: a new primitive for time series data mining

Yan Zhu et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2019)

Article Engineering, Electrical & Electronic

Particularities of data mining in medicine: lessons learned from patient medical time series data analysis

Shadi Aljawarneh et al.

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2019)

Article Automation & Control Systems

The UCR Time Series Archive

Hoang Anh Dau et al.

IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2019)

Article Computer Science, Artificial Intelligence

An algorithm on sign words extraction and recognition of continuous Persian sign language based on motion and shape features of hands

Masoud Zadghorban et al.

PATTERN ANALYSIS AND APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

Constrained distance based clustering for time-series: a comparative and experimental study

Thomas Lampert et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2018)

Article Computer Science, Artificial Intelligence

Fuzzy time-series model based on rough set rule induction for forecasting stock price

Ching-Hsue Cheng et al.

NEUROCOMPUTING (2018)

Article Ergonomics

Time series modeling in traffic safety research

Steven M. Lavrenz et al.

ACCIDENT ANALYSIS AND PREVENTION (2018)

Article Computer Science, Information Systems

Dynamic Time Warping under limited warping path length

Zheng Zhang et al.

INFORMATION SCIENCES (2017)

Article Computer Science, Hardware & Architecture

Kinect microphone array-based speech and speaker recognition for the exhibition control of humanoid robots

Ing-Jr Ding et al.

COMPUTERS & ELECTRICAL ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm

Francois Petitjean et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2016)

Article Computer Science, Artificial Intelligence

Hierarchical clustering of time series data with parametric derivative dynamic time warping

Maciej Luczak

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Toward accurate dynamic time warping in linear time and space

Stan Salvadora et al.

INTELLIGENT DATA ANALYSIS (2007)

Article Computer Science, Artificial Intelligence

Exact indexing of dynamic time warping

E Keogh et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2005)