Picture for Chang Wei Tan

Chang Wei Tan

Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification

Add code
Dec 12, 2023
Figure 1 for Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Figure 2 for Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Figure 3 for Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Figure 4 for Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Viaarxiv icon

Improving Position Encoding of Transformers for Multivariate Time Series Classification

Add code
May 26, 2023
Figure 1 for Improving Position Encoding of Transformers for Multivariate Time Series Classification
Figure 2 for Improving Position Encoding of Transformers for Multivariate Time Series Classification
Figure 3 for Improving Position Encoding of Transformers for Multivariate Time Series Classification
Figure 4 for Improving Position Encoding of Transformers for Multivariate Time Series Classification
Viaarxiv icon

An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set

Add code
May 19, 2023
Figure 1 for An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
Figure 2 for An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
Figure 3 for An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
Figure 4 for An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
Viaarxiv icon

Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series

Add code
Apr 13, 2023
Figure 1 for Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Figure 2 for Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Figure 3 for Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Figure 4 for Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Viaarxiv icon

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

Feb 06, 2023
Figure 1 for Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
Figure 2 for Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
Figure 3 for Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
Figure 4 for Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
Viaarxiv icon

Parameterizing the cost function of Dynamic Time Warping with application to time series classification

Jan 24, 2023
Figure 1 for Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Figure 2 for Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Figure 3 for Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Figure 4 for Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Viaarxiv icon

FRANS: Automatic Feature Extraction for Time Series Forecasting

Sep 15, 2022
Figure 1 for FRANS: Automatic Feature Extraction for Time Series Forecasting
Figure 2 for FRANS: Automatic Feature Extraction for Time Series Forecasting
Figure 3 for FRANS: Automatic Feature Extraction for Time Series Forecasting
Figure 4 for FRANS: Automatic Feature Extraction for Time Series Forecasting
Viaarxiv icon

Classification of multivariate weakly-labelled time-series with attention

Add code
Feb 21, 2021
Figure 1 for Classification of multivariate weakly-labelled time-series with attention
Figure 2 for Classification of multivariate weakly-labelled time-series with attention
Figure 3 for Classification of multivariate weakly-labelled time-series with attention
Figure 4 for Classification of multivariate weakly-labelled time-series with attention
Viaarxiv icon

MultiRocket: Effective summary statistics for convolutional outputs in time series classification

Add code
Jan 31, 2021
Figure 1 for MultiRocket: Effective summary statistics for convolutional outputs in time series classification
Figure 2 for MultiRocket: Effective summary statistics for convolutional outputs in time series classification
Figure 3 for MultiRocket: Effective summary statistics for convolutional outputs in time series classification
Figure 4 for MultiRocket: Effective summary statistics for convolutional outputs in time series classification
Viaarxiv icon

Time Series Regression

Add code
Jun 23, 2020
Figure 1 for Time Series Regression
Figure 2 for Time Series Regression
Figure 3 for Time Series Regression
Figure 4 for Time Series Regression
Viaarxiv icon