Adaptive particle swarm optimization learning in a time delayed recurrent neural network for multi-step prediction. - Kostas Hatalis; Basel Alnajjab; Shalinee Kishore; Alberto J. Lamadrid (FOCI, 2014)

Particle swarm based model exploitation for parameter estimation of wave realizations. - Kostas Hatalis; Basel Alnajjab; Shalinee Kishore; Rick S. Blum; Alberto J. Lamadrid (SSCI, 2016)

An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power. - Kostas Hatalis; Shalinee Kishore; Katya Scheinberg; Alberto J. Lamadrid (AAAI Workshops, 2017)

A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks. - Kostas Hatalis; Alberto J. Lamadrid; Katya Scheinberg; Shalinee Kishore (CoRR, 2019)

Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning. - Kostas Hatalis; Parv Venkitasubramaniam; Shalinee Kishore (CoRR, 2019)

Review of Case-Based Reasoning for LLM Agents: Theoretical Foundations, Architectural Components, and Cognitive Integration. - Kostas Hatalis; Despina Christou; Vyshnavi Kondapalli (CoRR, 2025)