Learning traffic congestion by contextual bandit problems for optimum localization. - Umitcan Sahin; Veysel Yücesoy; Aykut Koç; Cem Tekin (SIU, 2017)

Risk-averse ambulance redeployment via multi-armed bandits. - Umitcan Sahin; Veysel Yücesoy; Aykut Koç; Cem Tekin (SIU, 2018)

Dynamic Ambulance Redeployment via Multi-armed Bandits. - Ümitcan Sahin; Veysel Yücesoy (SIU, 2019)

Ambulance Redeployment via Reinforcement Learning. - Ümitcan Sahin; Veysel Yücesoy (SIU, 2020)

ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection. - Umitcan Sahin; Oguzhan Ozcelik; Izzet Emre Kucukkaya; Cagri Toraman (CASE@EMNLP, 2022)

ARC-NLP at CheckThat!-2022: Contradiction for Harmful Tweet Detection. - Cagri Toraman; Oguzhan Ozcelik; Furkan Sahinuç; Umitcan Sahin (CLEF (Working Notes), 2022)

A Deep Learning Approach to Forecasting Short-Term Taxi Demands. - Ümitcan Sahin (SIU, 2022)

ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection. - Izzet Emre Kucukkaya; Umitcan Sahin; Cagri Toraman (CLEF (Working Notes), 2023)

ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection. - Umitcan Sahin; Izzet Emre Kucukkaya; Cagri Toraman (CLEF (Working Notes), 2023)

Zero and Few-Shot Hate Speech Detection in Social Media Messages Related to Earthquake Disaster. - Umitcan Sahin; Izzet Emre Kucukkaya; Oguzhan Ozcelik; Cagri Toraman (SIU, 2023)

Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster. - Cagri Toraman; Izzet Emre Kucukkaya; Oguzhan Ozcelik; Umitcan Sahin (CoRR, 2023)

ARC-NLP at Multimodal Hate Speech Event Detection 2023: Multimodal Methods Boosted by Ensemble Learning, Syntactical and Entity Features. - Umitcan Sahin; Izzet Emre Kucukkaya; Oguzhan Ozcelik; Cagri Toraman (CoRR, 2023)