Yasitha Warahena Liyanage

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Sparse Regression

Feature Selection

Traffic Accidents

Top Venues

IEEE Trans. Artif. Intell.

Publications

Yasitha Warahena Liyanage, Daphney-Stavroula Zois
Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition. ICASSP (2023)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Near Real-Time Freeway Accident Detection. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Dynamic Instance-Wise Classification in Correlated Feature Spaces. IEEE Trans. Artif. Intell. 2 (6) (2021)
Sachini Piyoni Ekanayake, Yasitha Warahena Liyanage, Daphney-Stavroula Zois
Dynamic Feature Selection for Classification in Structured Environments. ACSCC (2021)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Dynamic Instance-Wise Classification in Correlated Feature Spaces. CoRR (2021)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Dynamic Instance-wise Joint Feature Selection and Classification. IEEE Trans. Artif. Intell. 2 (2) (2021)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois
Optimum Feature Ordering for Dynamic Instance-Wise Joint Feature Selection and Classification. ICASSP (2021)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
On-The-Fly Feature Selection and Classification with Application to Civic Engagement Platforms. ICASSP (2020)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
On-the-Fly Joint Feature Selection and Classification. CoRR (2020)
Imara Nazar, Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Sequential Heterogeneous Feature Selection for Multi-Class Classification: Application in Government 2.0. MLSP (2020)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Robust Freeway Accident Detection: A Two-Stage Approach. ICASSP (2019)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis, Mengfan Yao
Automating the Classification of Urban Issue Reports: an Optimal Stopping Approach. ICASSP (2019)
Imara Nazar, Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Automated Optimal Online Civil Issue Classification using Multiple Feature Sets. ACSSC (2019)
Yasitha Warahena Liyanage, Mengfan Yao, Christopher Yong, Daphney-Stavroula Zois, Charalampos Chelmis
What Matters the Most? Optimal Quick Classification of Urban Issue Reports by Importance. GlobalSIP (2018)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Quickest Freeway Accident Detection Under Unknown Post-Accident Conditions. GlobalSIP (2018)
Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis
Optimal Sequential Detection of Freeway Accidents. ACSSC (2018)
Yasitha Warahena Liyanage, Charalampos Chelmis, Daphney-Stavroula Zois
A Hierarchical Framework for Timely Freeway Accident Detection and Localization. IEEE BigData (2018)