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Kostas Hatalis
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Cited by
Year
Multi-step forecasting of wave power using a nonlinear recurrent neural network
K Hatalis, P Pradhan, S Kishore, RS Blum, AJ Lamadrid
2014 IEEE PES General Meeting| Conference & Exposition, 1-5, 2014
322014
Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power
K Hatalis, AJ Lamadrid, K Scheinberg, S Kishore
arXiv preprint arXiv:1710.01720, 2017
272017
A novel smoothed loss and penalty function for noncrossing composite quantile estimation via deep neural networks
K Hatalis, AJ Lamadrid, K Scheinberg, S Kishore
arXiv preprint arXiv:1909.12122, 2019
172019
Adaptive particle swarm optimization learning in a time delayed recurrent neural network for multi-step prediction
K Hatalis, B Alnajjab, S Kishore, A Lamadrid
2014 IEEE Symposium on Foundations of Computational Intelligence (FOCI), 84-91, 2014
82014
Modeling and detection of future cyber-enabled DSM data attacks
K Hatalis, C Zhao, P Venkitasubramaniam, L Snyder, S Kishore, RS Blum
Energies 13 (17), 4331, 2020
52020
Prospects of wave power grid integration
P Pradhan, K Hatalis, S Kishore, RS Blum, AJ Lamadrid
2014 IEEE PES General Meeting| Conference & Exposition, 1-5, 2014
52014
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power
K Hatalis, S Kishore, K Scheinberg, AJ Lamadrid
Thirty-First AAAI Conference on Artificial Intelligence, 2017
42017
On Enabling Autonomous Operation and Control of Ocean Wave Energy Farms
K Hatalis, S Kishore
Marine Energy Technology Symposium (METS), 2015
32015
Does mere co-activation drive semantic interference
PG O’Séaghdha, D Packer, AK Frazer, K Preusse, K Hatalis, ...
54th annual meeting of the Psychonomic Society, Toronto, Ontario, Canada, 2013
32013
Mechanical limitations of materials for steel foil based flexible electronics
PC Kuo, VG Chouvardas, JA Spirko, KM Hatalis, MK Hatalis
MRS Online Proceedings Library 1030, 1-6, 2007
32007
A Composite Quantile Fourier Neural Networkfor Multi-Step Probabilistic Forecastingof Nonstationary Univariate Time Series
K Hatalis, S Kishore
arXiv preprint arXiv:1712.09641, 2020
2*2020
Swarm Optimization: Goodbye Gradients
K Hatalis
Article on Data Science Central, 2018
12018
ChatGPT for Marketers: Limitations and Mitigations
D Christou, K Hatalis, MG Staton, M Frechette
Journal of Digital & Social Media Marketing 11 (4), 307-323, 2024
2024
Memory Matters: The Need to Improve Long-Term Memory in LLM-Agents
K Hatalis, D Christou, J Myers, S Jones, K Lambert, A Amos-Binks, ...
Proceedings of the AAAI Symposium Series 2 (1), 277-280, 2023
2023
Detecting Cyber Attack Under Quantitative Impact of Demand Side Management
C Zhao, K Hatalis, P Venkitasubramaniam, R Blum, S Kishore, L Snyder
2020 IEEE/PES Transmission and Distribution Conference and Exposition (T&D), 1-5, 2020
2020
Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning
K Hatalis, P Venkitasubramaniam, S Kishore
arXiv preprint arXiv:1909.12894, 2019
2019
Neural Network Methods for Nonparametric Probabilistic Forecasting
K Hatalis
Lehigh University, PhD Dissertation, 2019
2019
Probabilistic Forecasting: Learning Uncertainty
K Hatalis
Article on Data Science Central, 2018
2018
Misuse of Demand Side Management
K Hatalis, C Zhao, Y Zhuo, P Venkitasubramaniam, L Snyder, S Kishore, ...
Secure Evolvable Energy Delivery Systems Industry Meeting, 2018
2018
Multistep Forecasting with Seasonal ARIMA in Python
K Hatalis
Article on Data Science Central, 2018
2018
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Articles 1–20