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

Fast density peak clustering for large scale data based on kNN

(2019) Yewang Chen et al.   KNOWLEDGE-BASED SYSTEMS

Multivariate time series clustering based on common principal component analysis

(2019) Hailin Li   NEUROCOMPUTING

Comprehensive preference learning and feature validity for designing energy-efficient residential buildings using machine learning paradigms

(2019) Wei Gao et al.   APPLIED SOFT COMPUTING

Time is money: Dynamic-model-based time series data-mining for correlation analysis of commodity sales

(2019) Hailin Li et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Application of dynamic time warping to the recognition of mixed equipment activities in cycle time measurement

(2018) Hyunsoo Kim et al.   AUTOMATION IN CONSTRUCTION

Appropriate use of the increment entropy for electrophysiological time series

(2018) Xiaofeng Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

(2018) Yan Zhu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

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

(2018) Ching-Hsue Cheng et al.   NEUROCOMPUTING

shapeDTW: Shape Dynamic Time Warping

(2018) Jiaping Zhao et al.   PATTERN RECOGNITION

Partial multi-dividing ontology learning algorithm

(2018) Wei Gao et al.   INFORMATION SCIENCES

Dynamic Time Warping under limited warping path length

(2017) Zheng Zhang et al.   INFORMATION SCIENCES

Adaptive cost dynamic time warping distance in time series analysis for classification

(2017) Yuan Wan et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Constrained selective dynamic time warping of trajectories in three dimensional batch data

(2016) Bo Lu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

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

(2016) Maciej Łuczak   EXPERT SYSTEMS WITH APPLICATIONS

GARCH-based robust clustering of time series

(2016) Pierpaolo D'Urso et al.   FUZZY SETS AND SYSTEMS

A Time-Weighted Dynamic Time Warping Method for Land-Use and Land-Cover Mapping

(2016) Victor Maus et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Technical Perspective

(2016) Zachary G. Ives   SIGMOD RECORD

Applying data mining techniques to medical time series: an empirical case study in electroencephalography and stabilometry

(2016) A. Anguera et al.   Computational and Structural Biotechnology Journal

Multivariate time series classification with parametric derivative dynamic time warping

(2015) Tomasz Górecki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Time-series clustering – A decade review

(2015) Saeed Aghabozorgi et al.   INFORMATION SYSTEMS

Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification

(2015) Young-Seon Jeong et al.   KNOWLEDGE-BASED SYSTEMS

Generating time series of virtual 3-D city models using a retrospective approach

(2015) Ján Kaňuk et al.   LANDSCAPE AND URBAN PLANNING

On-line and dynamic time warping for time series data mining

(2014) Hailin Li   International Journal of Machine Learning and Cybernetics

Measuring similarity of mobile phone user trajectories– a Spatio-temporal Edit Distance method

(2013) Yihong Yuan et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Robust gesture recognition using feature pre-processing and weighted dynamic time warping

(2013) Tarik Arici et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Time-series data mining

(2012) Philippe Esling et al.   ACM COMPUTING SURVEYS

Correlation based dynamic time warping of multivariate time series

(2012) Zoltán Bankó et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dynamic Time Warping for Chinese calligraphic character matching and recognizing

(2012) Xiafen Zhang et al.   PATTERN RECOGNITION LETTERS

Weighted dynamic time warping for time series classification

(2010) Young-Seon Jeong et al.   PATTERN RECOGNITION