Indexing and classifying gigabytes of time series under time warping. - Chang Wei Tan; Geoffrey I. Webb; François Petitjean (SDM, 2017)

Design and Implementation of a Low-Power Wireless Sensor Network Platform Based on XBee. - Fan Wu 004; Chang Wei Tan; Majid Sarvi; Christoph Rüdiger; Mehmet Rasit Yuce (VTC Spring, 2017)

Efficient search of the best warping window for Dynamic Time Warping. - Chang Wei Tan; Matthieu Herrmann; Germain Forestier; Geoffrey I. Webb; François Petitjean (SDM, 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)

Elastic bands across the path: A new framework and method to lower bound DTW. - Chang Wei Tan; François Petitjean; Geoffrey I. Webb (SDM, 2019)

Time series classification for varying length series. - Chang Wei Tan; François Petitjean; Eamonn J. Keogh; Geoffrey I. Webb (CoRR, 2019)

Time Series Classification at Scale. - Chang Wei Tan (2019)

Detecting Driver's Distraction using Long-term Recurrent Convolutional Network. - Chang Wei Tan; Mahsa Salehi; Geoffrey Mackellar (CoRR, 2020)

Monash University, UEA, UCR Time Series Regression Archive. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (CoRR, 2020)

Time Series Regression. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (CoRR, 2020)

FastEE: Fast Ensembles of Elastic Distances for time series classification. - Chang Wei Tan; François Petitjean; Geoffrey I. Webb (Data Min. Knowl. Discov., 2020)

Appliances Energy Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Monash, UEA & UCR Time Series Regression Datasets. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Australia Rainfall Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Beijing PM10 Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Beijing PM2.5 Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Benzene Concentration Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Heart Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Respiratory Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Blood Oxygen Saturation Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Covid-19 Death Rate Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 1. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 2. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 3. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Household Active Power Consumption Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Household Reactive Power Consumption Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

IEEEPPG Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Live Fuel Moisture Content Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

News Headline Sentiment Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

News Title Sentiment Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

PPGDalia Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Heart Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Respiratory Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Blood Oxygen Saturation Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Live Fuel Moisture Content Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Monash, UEA & UCR Time Series Regression Datasets. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Ultra fast warping window optimization for Dynamic Time Warping. - Chang Wei Tan; Matthieu Herrmann; Geoffrey I. Webb (ICDM, 2021)

Disjoint-CNN for Multivariate Time Series Classification. - Seyed Navid Mohammadi Foumani; Chang Wei Tan; Mahsa Salehi (ICDM (Workshops), 2021)

MultiRocket: Effective summary statistics for convolutional outputs in time series classification. - Chang Wei Tan; Angus Dempster; Christoph Bergmeir; Geoffrey I. Webb (CoRR, 2021)

Classification of multivariate weakly-labelled time-series with attention. - Surayez Rahman; Chang Wei Tan (CoRR, 2021)

Time series extrinsic regression. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Data Min. Knowl. Discov., 2021)

FRANS: Automatic Feature Extraction for Time Series Forecasting. - Alexey Chernikov; Chang Wei Tan; Pablo Montero-Manso; Christoph Bergmeir (CoRR, 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)

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)

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., 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., 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., 2023)

Highly Scalable Time Series Classification for Very Large Datasets. - Angus Dempster; Chang Wei Tan; Lynn Miller; Navid Mohammadi Foumani; Daniel F. Schmidt; Geoffrey I. Webb (AALTD@ECML/PKDD, 2024)

MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations. - Gia-Bao Dinh Ho; Chang Wei Tan; Zahra Zamanzadeh Darban; Mahsa Salehi; Reza Haffari; Wray L. Buntine (ACL (Short Papers), 2024)

A Hands-on Introduction to Time Series Classification and Regression. - Anthony J. Bagnall; Matthew Middlehurst; Germain Forestier; Ali Ismail-Fawaz; Antoine Guillaume; David Guijo-Rubio; Chang Wei Tan; Angus Dempster; Geoffrey I. Webb (KDD, 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., 2024)

Series2vec: similarity-based self-supervised representation learning for time series classification. - Navid Mohammadi Foumani; Chang Wei Tan; Geoffrey I. Webb; Hamid Rezatofighi; Mahsa Salehi (Data Min. Knowl. Discov., 2024)

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. - Navid Mohammadi Foumani; Lynn Miller; Chang Wei Tan; Geoffrey I. Webb; Germain Forestier; Mahsa Salehi (ACM Comput. Surv., 2024)

MONSTER: Monash Scalable Time Series Evaluation Repository. - Angus Dempster; Navid Mohammadi Foumani; Chang Wei Tan; Lynn Miller; Amish Mishra; Mahsa Salehi; Charlotte Pelletier; Daniel F. Schmidt; Geoffrey I. Webb (CoRR, 2025)

Proximity forest 2.0: a new effective and scalable similarity-based classifier for time series. - Chang Wei Tan; Matthieu Herrmann; Mahsa Salehi; Geoffrey I. Webb (Data Min. Knowl. Discov., 2025)