Severin Gsponer

According to our database, Severin Gsponer authored at least 6 papers between 2017 and 2020.

Collaborative distances:

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

2020

Background Knowledge Injection for Interpretable Sequence Classification.

Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué

CoRR, 2020

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

Bhaskar Dhariyal, Thach Le Nguyen, Severin Gsponer, Georgiana Ifrim

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

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

Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O'Reilly, Georgiana Ifrim

Data Min. Knowl. Discov., 2019

2018

Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains.

Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Georgiana Ifrim

CoRR, 2018

2017

Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space.

Severin Gsponer, Barry Smyth, Georgiana Ifrim

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Time Series Classification by Sequence Learning in All-Subsequence Space.

Thach Le Nguyen, Severin Gsponer, Georgiana Ifrim

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017