Self-labeling techniques for semi-supervised time series classification: an empirical study

On the stopping criteria for k -Nearest Neighbor in positive unlabeled time series classification problems

(2016) Mabel González et al.   INFORMATION SCIENCES

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

(2015) Anthony Bagnall et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A distance based time series classification framework

(2015) Hüseyin Kaya et al.   INFORMATION SYSTEMS

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

(2015) François Petitjean et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Comparison of different weighting schemes for the kNN classifier on time-series data

(2015) Zoltan Geler et al.   KNOWLEDGE AND 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

On Recursive Edit Distance Kernels With Application to Time Series Classification

(2015) Pierre-Francois Marteau et al.   IEEE Transactions on Neural Networks and Learning Systems

Time series classification with ensembles of elastic distance measures

(2014) Jason Lines et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Highly Comparative Feature-Based Time-Series Classification

(2014) Ben D. Fulcher et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

On general purpose time series similarity measures and their use as kernel functions in support vector machines

(2014) Helmuth Pree et al.   INFORMATION SCIENCES

An empirical evaluation of similarity measures for time series classification

(2014) Joan Serrà et al.   KNOWLEDGE-BASED SYSTEMS

Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study

(2013) Isaac Triguero et al.   KNOWLEDGE AND INFORMATION SYSTEMS

The influence of global constraints on similarity measures for time-series databases

(2013) Vladimir Kurbalija et al.   KNOWLEDGE-BASED SYSTEMS

Semi-supervised learning of hidden conditional random fields for time-series classification

(2013) Minyoung Kim   NEUROCOMPUTING

Experimental comparison of representation methods and distance measures for time series data

(2012) Xiaoyue Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Time Series Analysis Using Geometric Template Matching

(2012) J. Frank et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Granulation-based symbolic representation of time series and semi-supervised classification

(2011) Jun Meng et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Early classification on time series

(2011) Zhengzheng Xing et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Classification trees for time series

(2011) Ahlame Douzal-Chouakria et al.   PATTERN RECOGNITION

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Semi-supervised learning based on nearest neighbor rule and cut edges

(2010) Yu Wang et al.   KNOWLEDGE-BASED SYSTEMS

Power quality time series data mining using S-transform and fuzzy expert system

(2009) H.S. Behera et al.   APPLIED SOFT COMPUTING

Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching

(2009) P.-F. Marteau   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

Classification of multivariate time series using two-dimensional singular value decomposition

(2008) Xiaoqing Weng et al.   KNOWLEDGE-BASED SYSTEMS

Time sequence data mining using time–frequency analysis and soft computing techniques

(2007) P.K. Dash et al.   APPLIED SOFT COMPUTING

ARMA modelled time-series classification for structural health monitoring of civil infrastructure

(2007) E. Peter Carden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING