John Sabo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Feature Selection

Causal Discovery

Knowledge Transfer

Top Venues

ACM Trans. Spatial Algorithms Syst.

Publications

Fahim Tasneema Azad, K. Selçuk Candan, Ahmet Kapkiç, Mao-Lin Li, Huan Liu, Pratanu Mandal, Paras Sheth, Bilgehan Arslan, Gerardo Chowell-Puente, John Sabo, Rebecca Muenich, Javier Redondo Anton, Maria Luisa Sapino
(Vision Paper) A Vision for Spatio-Causal Situation Awareness, Forecasting, and Planning. ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Yoonhyuk Choi, Reepal Shah, John Sabo, K. Selcuk Candan, Huan Liu
Prioritizing Potential Wetland Areas via Region-to-Region Knowledge Transfer and Adaptive Propagation. CoRR (2024)
Paras Sheth, Ahmadreza Mosallanezhad, Kaize Ding, Reepal Shah, John Sabo, Huan Liu, K. Selçuk Candan
STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction. CIKM (2023)
Paras Sheth, Ting Liu, Durmus Doner, Qi Deng, Yuhang Wei, Rebecca Muenich, John Sabo, K. Selçuk Candan, Huan Liu
Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems. Big Data (2022)
Paras Sheth, Reepal Shah, John Sabo, K. Selçuk Candan, Huan Liu
STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological Systems. Big Data (2022)