Thach Le Nguyen

Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations

Thach Le Nguyen, Severin Gsponer, Iulia Ilie et al. · Data Mining and Knowledge Discovery · 2019 · 108 citations · Full text

Classification Method, Engineering, Machine Learning +12

Time Series Classification by Sequence Learning in All-Subsequence Space

Thach Le Nguyen, Severin Gsponer, Georgiana Ifrim · 2017 · 49 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +15

Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

Ashish Singh, Antonio Bevilacqua, Thach Le Nguyen et al. · Data Mining and Knowledge Discovery · 2022 · 22 citations

Physical Activity, Kinesiology, Health Sciences +14

An Examination of the State-of-the-Art for Multivariate Time Series Classification

Bhaskar Dhariyal, Thach Le Nguyen, Severin Gsponer et al. · 2020 · 21 citations

Engineering, Machine Learning, Recurrent Neural Network +21

Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2022”

Maria Frizzarin, Giulio Visentin, Alessandro Ferragina et al. · Chemometrics and Intelligent Laboratory Systems · 2023 · 15 citations · Full text

Nutrition, Data Analysis Competition, Engineering +9