23 citations · 38 across the 6 of their papers we have counts for
6 papers
Review of Case-Based Reasoning for LLM Agents: Theoretical Foundations, Architectural Components, and Cognitive Integration
Kostas Hatalis, Despina Christou, Vyshnavi Kondapalli
Agents powered by Large Language Models (LLMs) have recently demonstrated impressive capabilities in various tasks. Still, they face limitations in tasks requiring specific, struct…
Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning
Kostas Hatalis, Parv Venkitasubramaniam, Shalinee Kishore
Demand-Side Management (DSM) is a vital tool that can be used to ensure power system reliability and stability. In future smart grids, certain portions of a customers load usage co…
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks
Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can significantly improve decision making processes in the smart power grid when integrating renewable energy sources…
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power
Kostas Hatalis, Shalinee Kishore, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can provide significant improvements in decision-making processes in the smart power grid for better integrating renew…
A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series
Kostas Hatalis, Shalinee Kishore
Point forecasting of univariate time series is a challenging problem with extensive work having been conducted. However, nonparametric probabilistic forecasting of time series, suc…
Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power
Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can significantly improve decision making processes in the smart power grid for better integrating renewable energy so…