Early classification of time series based on trend segmentation and optimization cost function

Transductive LSTM for time-series prediction: An application to weather forecasting

(2020) Zahra Karevan et al.   NEURAL NETWORKS

Extracting diverse-shapelets for early classification on time series

(2020) Wenhe Yan et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Clustering and classification of time series using topological data analysis with applications to finance

(2020) Sourav Majumdar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Confidence-based early classification of multivariate time series with multiple interpretable rules

(2019) Guoliang He et al.   PATTERN ANALYSIS AND APPLICATIONS

Early classification of time series using multi-objective optimization techniques

(2019) U. Mori et al.   INFORMATION SCIENCES

Time series feature learning with labeled and unlabeled data

(2018) Haishuai Wang et al.   PATTERN RECOGNITION

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

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

Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain

(2016) Thiago L. T. da Silveira et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Early classification on multivariate time series

(2015) Guoliang He et al.   NEUROCOMPUTING

Early classification on time series

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