Joohyung Lee

A Probabilistic Extension of the Stable Model Semantics

2015 · National Conference on Artificial Intelligence

We present a probabilistic extension of logic programs under the stable model semantics, inspired by the idea of Markov Logic Networks. The proposed language, called LP MLN , is a generalization of logic programs under …

Learning-Based Adaptive Imputation Methodwith kNN Algorithm for Missing Power Data

2017 · Energies

This paper proposes a learning-based adaptive imputation method (LAI) for imputing missing power data in an energy system. This method estimates the missing power data by using the pattern that appears in the collected data. …

Leveraging Large Language Models to Generate Answer Set Programs

2023

Large language models (LLMs), such as GPT-3 and GPT-4, have demonstrated exceptional performance in various natural language processing tasks and have shown the ability to solve certain reasoning problems. However, their reasoning capabilities are limited …