Severin Gsponer

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 7

Top Topics

Gaussian Processes

Symbolic Representation

Background Knowledge

Top Venues

ICDM (Workshops)

Publications

Bhaskar Dhariyal, Thach Le Nguyen, Severin Gsponer, Georgiana Ifrim
An Examination of the State-of-the-Art for Multivariate Time Series Classification. ICDM (Workshops) (2020)
Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué
Background Knowledge Injection for Interpretable Sequence Classification. CoRR (2020)
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O'Reilly, Georgiana Ifrim
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations. CoRR (2020)
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O'Reilly, Georgiana Ifrim
Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations. Data Min. Knowl. Discov. 33 (4) (2019)
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Georgiana Ifrim
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains. CoRR (2018)
Severin Gsponer, Barry Smyth, Georgiana Ifrim
Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space. ECML/PKDD (2) (2017)
Thach Le Nguyen, Severin Gsponer, Georgiana Ifrim
Time Series Classification by Sequence Learning in All-Subsequence Space. ICDE (2017)