autonomous agents 1data integration 1decision-theoretic methods 1entity resolution 1streaming data 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.DB2026
AgenticER: the next frontier in Entity Resolution
George Papadakis, Panos Korovesis, Manolis Koubarakis +1
The paper proposes Agentic Entity Resolution, a new paradigm where autonomous agents actively plan and execute sequential decision-making steps to resolve entities, gathering evide…
cs.DB2026
SPER: Accelerating Progressive Entity Resolution via Stochastic Bipartite Maximization
Dimitrios Karapiperis, George Papadakis, Vassilios Verykios
Entity Resolution (ER) is a critical data cleaning task for identifying records that refer to the same real-world entity. In the era of Big Data, traditional batch ER is often infe…
physics.flu-dyn2025
Forecasting the evolution of three-dimensional turbulent recirculating flows from sparse sensor data
George Papadakis, Shengqi Lu
A data-driven algorithm is proposed that employs sparse data from velocity and/or scalar sensors to forecast the future evolution of three dimensional turbulent flows. The algorith…