Chang Wei Tan

According to our database, Chang Wei Tan authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Improving position encoding of transformers for multivariate time series classification.

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi

Data Min. Knowl. Discov., January, 2024

2023

Parameterizing the cost function of dynamic time warping with application to time series classification.

Matthieu Herrmann, Chang Wei Tan, Geoffrey I. Webb

Data Min. Knowl. Discov., September, 2023

Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification.

Chang Wei Tan, Matthieu Herrmann, Geoffrey I. Webb

Knowl. Inf. Syst., May, 2023

Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches.

D. Nhu, M. Janmohamed, L. Shakhatreh, O. Gonen, Piero Perucca, A. Gilligan, Patrick Kwan, Terence J. O'Brien, Chang Wei Tan, Levin Kuhlmann

Int. J. Neural Syst., January, 2023

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

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Hamid Rezatofighi, Mahsa Salehi

CoRR, 2023

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

Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb

CoRR, 2023

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

Matthieu Herrmann, Chang Wei Tan, Mahsa Salehi, Geoffrey I. Webb

CoRR, 2023

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

Seyed Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I. Webb, Germain Forestier, Mahsa Salehi

CoRR, 2023

2022

MultiRocket: multiple pooling operators and transformations for fast and effective time series classification.

Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb

Data Min. Knowl. Discov., 2022

FRANS: Automatic Feature Extraction for Time Series Forecasting.

Alexey Chernikov, Chang Wei Tan, Pablo Montero-Manso, Christoph Bergmeir

CoRR, 2022

2021

Time series extrinsic regression.

Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb

Data Min. Knowl. Discov., 2021

Classification of multivariate weakly-labelled time-series with attention.

Surayez Rahman, Chang Wei Tan

CoRR, 2021

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

Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb

CoRR, 2021

Disjoint-CNN for Multivariate Time Series Classification.

Seyed Navid Mohammadi Foumani, Chang Wei Tan, Mahsa Salehi

Proceedings of the 2021 International Conference on Data Mining, 2021

Ultra fast warping window optimization for Dynamic Time Warping.

Chang Wei Tan, Matthieu Herrmann, Geoffrey I. Webb

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

FastEE: Fast Ensembles of Elastic Distances for time series classification.

Chang Wei Tan, François Petitjean, Geoffrey I. Webb

Data Min. Knowl. Discov., 2020

Time Series Regression.

Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb

CoRR, 2020

Monash University, UEA, UCR Time Series Regression Archive.

Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb

CoRR, 2020

Detecting Driver's Distraction using Long-term Recurrent Convolutional Network.

Chang Wei Tan, Mahsa Salehi, Geoffrey Mackellar

CoRR, 2020

2019

Time Series Classification at Scale.

Chang Wei Tan

PhD thesis, 2019

Time series classification for varying length series.

Chang Wei Tan, François Petitjean, Eamonn J. Keogh, Geoffrey I. Webb

CoRR, 2019

Elastic bands across the path: A new framework and method to lower bound DTW.

Chang Wei Tan, François Petitjean, Geoffrey I. Webb

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

Elastic bands across the path: A new framework and methods to lower bound DTW.

Chang Wei Tan, François Petitjean, Geoffrey I. Webb

CoRR, 2018

Efficient search of the best warping window for Dynamic Time Warping.

Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, François Petitjean

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017

Design and Implementation of a Low-Power Wireless Sensor Network Platform Based on XBee.

Fan Wu, Chang Wei Tan, Majid Sarvi, Christoph Rüdiger, Mehmet Rasit Yuce

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Indexing and classifying gigabytes of time series under time warping.

Chang Wei Tan, Geoffrey I. Webb, François Petitjean

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017