Multidimensional scaling method for complex time series feature classification based on generalized complexity-invariant distance

The detection of local irreversibility in time series based on segmentation

(2018) Yue Teng et al.   Communications in Nonlinear Science and Numerical Simulation

Multiscale sample entropy and cross-sample entropy based on symbolic representation and similarity of stock markets

(2018) Yue Wu et al.   Communications in Nonlinear Science and Numerical Simulation

Interaction of Perceived Frequency and Intensity in Fingertip Electrotactile Stimulation: Dissimilarity Ratings and Multidimensional Scaling

(2017) Kurt A. Kaczmarek et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Analysis of financial stock markets through multidimensional scaling based on information measures

(2017) Yuanyuan Wang et al.   NONLINEAR DYNAMICS

Using a Hidden Markov Model for Improving the Spatial-Temporal Consistency of Time Series Land Cover Classification

(2017) Wenbing Gong et al.   ISPRS International Journal of Geo-Information

Complex Multidimensional Scaling Algorithm for Time-of-Arrival-Based Mobile Location: A Unified Framework

(2016) Y. L. Wang et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

(2016) Anthony Bagnall et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Reliable early classification of time series based on discriminating the classes over time

(2016) Usue Mori et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Distance-based time series classification approach for task recognition with application in surgical robot autonomy

(2016) Mahtab J. Fard et al.   International Journal of Medical Robotics and Computer Assisted Surgery

Mutual-information matrix analysis for nonlinear interactions of multivariate time series

(2016) Xiaojun Zhao et al.   NONLINEAR DYNAMICS

Fractional State Space Analysis of Economic Systems

(2015) J. Machado et al.   Entropy

Detection of multiscale properties of financial market dynamics based on an entropic segmentation method

(2015) Yi Yin et al.   NONLINEAR DYNAMICS

Modified multidimensional scaling approach to analyze financial markets

(2014) Yi Yin et al.   CHAOS

Invariant time-series factorization

(2014) Josif Grabocka et al.   DATA MINING AND KNOWLEDGE DISCOVERY

CID: an efficient complexity-invariant distance for time series

(2013) Gustavo E. A. P. A. Batista et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Relativistic time effects in financial dynamics

(2013) J. A. Tenreiro Machado   NONLINEAR DYNAMICS

Using derivatives in time series classification

(2012) Tomasz Górecki et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Time series irreversibility: a visibility graph approach

(2012) L. Lacasa et al.   EUROPEAN PHYSICAL JOURNAL B

Analysis of stock market indices through multidimensional scaling

(2011) J. Tenreiro Machado et al.   Communications in Nonlinear Science and Numerical Simulation

Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures

(2008) Eamonn Keogh et al.   VLDB JOURNAL