Optimal Sequential Detection of Freeway Accidents. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (ACSSC, 2018)

A Hierarchical Framework for Timely Freeway Accident Detection and Localization. - Yasitha Warahena Liyanage; Charalampos Chelmis; Daphney-Stavroula Zois (IEEE BigData, 2018)

What Matters the Most? Optimal Quick Classification of Urban Issue Reports by Importance. - Yasitha Warahena Liyanage; Mengfan Yao; Christopher Yong; Daphney-Stavroula Zois; Charalampos Chelmis (GlobalSIP, 2018)

Quickest Freeway Accident Detection Under Unknown Post-Accident Conditions. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (GlobalSIP, 2018)

Automated Optimal Online Civil Issue Classification using Multiple Feature Sets. - Imara Nazar; Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (ACSSC, 2019)

Robust Freeway Accident Detection: A Two-Stage Approach. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (ICASSP, 2019)

Automating the Classification of Urban Issue Reports: an Optimal Stopping Approach. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis; Mengfan Yao (ICASSP, 2019)

On-The-Fly Feature Selection and Classification with Application to Civic Engagement Platforms. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (ICASSP, 2020)

Sequential Heterogeneous Feature Selection for Multi-Class Classification: Application in Government 2.0. - Imara Nazar; Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (MLSP, 2020)

On-the-Fly Joint Feature Selection and Classification. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (CoRR, 2020)

Dynamic Feature Selection for Classification in Structured Environments. - Sachini Piyoni Ekanayake; Yasitha Warahena Liyanage; Daphney-Stavroula Zois (ACSCC, 2021)

Optimum Feature Ordering for Dynamic Instance-Wise Joint Feature Selection and Classification. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois (ICASSP, 2021)

Dynamic Instance-wise Joint Feature Selection and Classification. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (IEEE Trans. Artif. Intell., 2021)

Dynamic Instance-Wise Classification in Correlated Feature Spaces. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (IEEE Trans. Artif. Intell., 2021)

Near Real-Time Freeway Accident Detection. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois; Charalampos Chelmis (IEEE Trans. Intell. Transp. Syst., 2022)

Interpretability in the Context of Sequential Cost-Sensitive Feature Acquisition. - Yasitha Warahena Liyanage; Daphney-Stavroula Zois (ICASSP, 2023)